Update on the reciprocal interference between immunosuppressive therapy and gut microbiota after kidney transplantation

Gut microbiota is often modified after kidney transplantation.This principally happens in the first period after transplantation.Antibiotics and,most of all,immunosuppressive drugs are the main responsible.The relationship between immunosuppressive drugs and the gut microbiota is bilateral.From one side immunosuppressive drugs modify the gut microbiota,often generating dysbiosis;from the other side microbiota may interfere with the immunosuppressant pharmacokinetics,producing products more or less active with respect to the original drug.These phenomena have influence over the graft outcomes and clinical consequences as rejections,infections,diarrhea may be caused by the dysbiotic condition.Corticosteroids,calcineurin inhibitors such as tacrolimus and cyclosporine,mycophenolate mofetil and mTOR inhibitors are the immunosuppressive drugs whose effect on the gut microbiota is better known.In contrast is well known how the gut microbiota may interfere with glucocorticoids,which may be transformed into androgens.Tacrolimus may be transformed by microbiota into a product called M1 that is 15-fold less active with respect to tacrolimus.The pro-drug mycophenolate mofetil is normally transformed in mycophenolic acid that according the presence or not of microbes producing the enzyme glucuronidase,may be transformed into the inactive product.

Predicting outcomes after kidney transplantation: Can Pareto’s rules help us to do so?

Kidney transplantation is the best option for kidney replacement therapy,even considering that most of the times the grafts do not survive as long as their recipients.In the Khalil et al's experience,published in this issue of the Journal,they analyze their second kidney graft survival and describe those significant predictors of early loss.This editorial comments on the results and put in perspective that most of the times,long-term graft survival could be inadvertently jeopardized if the immunosuppressive therapy is reduced or withdrawn for any reason,and that it could happen frequently if the transplant physician intends to innovate with the clinical care without proper evidence-based data.

Challenges to establishing and maintaining kidney transplantation programs in developing countries:What are the coping strategies?

Kidney transplantation(KT)is the optimal form of renal replacement therapy for patients with end-stage renal diseases.However,this health service is not available to all patients,especially in developing countries.The deceased donor KT programs are mostly absent,and the living donor KT centers are scarce.Single-center studies presenting experiences from developing countries usually report a variety of challenges.This review addresses these challenges and the opposing strategies by reviewing the single-center experiences of developing countries.The financial challenges hamper the infrastructural and material availability,coverage of transplant costs,and qualification of medical personnel.The sociocultural challenges influence organ donation,equity of beneficence,and regular follow-up work.Low interests and motives for transplantation may result from high medicolegal responsibilities in KT practice,intense potential psychosocial burdens,complex qualification protocols,and low productivity or compensation for KT practice.Low medical literacy about KT advantages is prevalent among clinicians,patients,and the public.The inefficient organizational and regulatory oversight is translated into inefficient healthcare systems,absent national KT programs and registries,uncoordinated job descriptions and qualification protocols,uncoordinated on-site investigations with regulatory constraints,and the prevalence of commercial KT practices.These challenges resulted in noticeable differences between KT services in developed and developing countries.The coping strategies can be summarized in two main mechanisms:The first mechanism is maximizing the available resources by increasing the rates of living kidney donation,promoting the expertise of medical personnel,reducing material consumption,and supporting the establishment and maintenance of KT programs.The latter warrants the expansion of the public sector and the elimination of non-ethical KT practices.The second mechanism is recruiting external resources,including financial,experience,and training agreements.

Preemptive living donor kidney transplantation:Access,fate,and review of the status in

BACKGROUND Preemptive living donor kidney transplantation(PLDKT)is recommended as the optimal treatment for end-stage renal disease.AIM To assess the rate of PLDKT among patients who accessed KT in our center and review the status of PLDKT in Egypt.METHODS We performed a retrospective review of the patients who accessed KT in our center from November 2015 to November 2022.In addition,the PLDKT status in Egypt was reviewed relative to the literature.RESULTS Of the 304 patients who accessed KT,32 patients(10.5%)had preemptive access to KT(PAKT).The means of age and estimated glomerular filtration rate were 31.7±13 years and 12.8±3.5 mL/min/1.73 m2,respectively.Fifty-nine patients had KT,including 3 PLDKTs only(5.1%of total KTs and 9.4%of PAKT).Twenty-nine patients(90.6%)failed to receive PLDKT due to donor unavailability(25%),exclusion(28.6%),regression from donation(3.6%),and patient regression on starting dialysis(39.3%).In multivariate analysis,known primary kidney disease(P=0.002),patient age(P=0.031)and sex(P=0.001)were independent predictors of achievement of KT in our center.However,PAKT was not significantly(P=0.065)associated with the achievement of KT.Review of the literature revealed lower rates of PLDKT in Egypt than those in the literature.CONCLUSION Patient age,sex,and primary kidney disease are independent predictors of achieving living donor KT.Despite its non-significant effect,PAKT may enhance the low rates of PLDKT.The main causes of non-achievement of PLDKT were patient regression on starting regular dialysis and donor unavailability or exclusion.

Values of Donor Serum Lipids and Calcium in Predicting Graft Function after Kidney Transplantation:A Retrospective Study

Objective Delayed graft function(DGF)and early graft loss of renal grafts are determined by the quality of the kidneys from the deceased donor.As“non-traditional”risk factors,serum biomarkers of donors,such as lipids and electrolytes,have drawn increasing attention due to their effects on the postoperative outcomes of renal grafts.This study aimed to examine the value of these serum biomarkers for prediction of renal graft function.Methods The present study consecutively collected 306 patients who underwent their first single kidney transplantation(KT)from adult deceased donors in our center from January 1,2018 to December 31,2019.The correlation between postoperative outcomes[DGF and abnormal serum creatinine(SCr)after 6 and 12 months]and risk factors of donors,including gender,age,body mass index(BMI),past histories,serum lipid biomarkers[cholesterol,triglyceride,high-density lipoprotein(HDL)and low-density lipoprotein(DL)],and serum electrolytes(calcium and sodium)were analyzed and evaluated.Results(1)Donor age and pre-existing hypertension were significantly correlated with the incidence rate of DGF and high SCr level(≥2 mg/dL)at 6 and 12 months after KT(P<0.05);(2)The donor’s BMI was significantly correlated with the incidence rate of DGF after KT(P<0.05);(3)For serum lipids,merely the low level of serum HDL of the donor was correlated with the reduced incidence rate of high SCr level at 12 months after KT[P<0.05,OR(95%CI):0.425(0.202–0.97)];(4)The serum calcium of the donor was associated with the reduced incidence rate of high SCr level at 6 and 12 months after KT[P<0.05,OR(95%CI):0.184(0.045–0.747)and P<0.05,OR(95%CI):0.114(0.014–0.948),respectively].Conclusion The serum HDL and calcium of the donor may serve as predictive factors for the postoperative outcomes of renal grafts after KT,in addition to the donor’s age,BMI and pre-existing hypertension.

Shifting perspectives in liver diseases after kidney transplantation

Liver diseases after kidney transplantation range from mild biochemical abnormalities to severe hepatitis or cirrhosis.The causes are diverse and mainly associated with hepatotropic viruses,drug toxicity and metabolic disorders.Over the past decade,the aetiology of liver disease in kidney recipients has changed significantly.These relates to the use of direct-acting antiviral agents against hepatitis C virus,the increasing availability of vaccination against hepatitis B and a better understanding of drug-induced hepatotoxicity.In addition,the emergence of the severe acute respiratory syndrome coronavirus 2 pandemic has brought new challenges to kidney recipients.This review aims to provide healthcare professionals with a comprehensive understanding of recent advances in the management of liver complications in kidney recipients and to enable them to make informed decisions regarding the risks and impact of liver disease in this population.

Successful treatment of a case of COVID-19 pneumonia following kidney transplantation using paxlovid and tocilizumab

BACKGROUND Since its initial detection in 2019,coronavirus disease 2019(COVID-19)pneumonia has rapidly spread throughout the world in a global pandemic.However,reports of COVID-19 pneumonia among patients following kidney transplantation have been limited and no uniform treatment guidelines for these patients have yet to be established.CASE SUMMARY Here,we report the case of a 39-year-old patient recovering from kidney transplantation who contracted perioperative COVID-19 pneumonia that was successfully controlled with oral paxlovid and a single intravenous drip infusion of tocilizumab following the discontinuation of immunosuppressive drugs.CONCLUSION Given the rapid spread of severe acute respiratory syndrome coronavirus 2 infections,clinicians should be aware of the potential for more cases of COVID-19 among patients following kidney transplantation and be familiar with appropriate treatment options and likely clinical outcomes.

Diagnosis and treatment of Whipple disease after kidney transplantation:A case report

BACKGROUND Kidney transplantation is the standard treatment for end-stage renal disease.Particularly,rare and specific pathogenic infections which are asymptomatic are often difficult to diagnose,causing delayed and ineffective treatment and thus seriously affecting prognosis.Tropheryma whipplei(T.whipplei)is a Gram-positive actinomycete widely found in soil,sewage,and other external environments and is present in the population as an asymptomatic pathogen.There is relatively little documented research on T.whipplei in renal transplant patients,and there are no uniform criteria for treating this group of post-transplant patients.This article describes the treatment of a 42-year-old individual with post-transplant T.whipplei infection following kidney transplantation.CASE SUMMARY To analyze clinical features of Whipple’s disease and summarize its diagnosis and treatment effects after renal transplantation.Clinical data of a Whipple’s disease patient treated in the affiliated hospital of Guizhou Medical University were collected and assessed retrospectively.The treatment outcomes and clinical experience were then summarized via literature review.The patient was admitted to the hospital due to recurrent diarrhea for 1 mo,shortness of breath,and 1 wk of fever,after 3 years of renal transplantation.The symptoms of the digestive and respiratory systems were not significantly improved after adjusting immunosuppressive regimen and anti-diarrheal,empirical antibiotic treatments.Bronchoscopic alveolar fluid was collected for meta-genomic next-generation sequencing(mNGS).The deoxyribonucleic acid sequence of Tropheryma whipplei was detected,and Whipple’s disease was diagnosed.Meropenem,ceftriaxone,and other symptomatic treatments were given,and water-electrolyte balance was maintained.Symptoms resolved quickly,and the patient was discharged after 20 d of hospitalization.The compound sulfamethoxazole tablet was continued for 3 mo after discharge.No diarrhea,fever,and other symptoms occurred during the 6-month follow-up.CONCLUSION Whipple’s disease is rare,with no specific symptoms,which makes diagnosis difficult.Polymerase chain reaction or mNGS should be immediately performed when the disease is suspected to confirm the diagnosis.

Efficacy and safety of local candida immunotherapy in recalcitrant warts in pediatric kidney transplantation:A case report

BACKGROUND Warts are common in recipients of kidney transplantation(KT).Resistant warts which are not amenable to conventional therapies may lead to significant morbidity.Limited data exists on safety and efficacy of local immunotherapy among immunocompromised KT recipients.CASE SUMMARY We report a seven-year-old child who presented with recalcitrant plantar periungual warts in the early KT period.Immunosuppression consisted of tacrolimus,mycophenolate and steroid.Due to failure of conventional anti-wart therapies,he was treated with two sessions of intralesional(IL)candida immunotherapy along with liquid nitrogen cryotherapy leading to complete resolution of the warts.Interestingly,de novo BK viremia was seen about three weeks following the last candida immunotherapy.This required reduction of immunosuppression and other anti-BK viral therapies.Allograft function remained stable but there were donor specific antibodies detected.There also was elevated level of plasma donor derived cell-free DNA.A pneumocystis jirovecii pneumonia occurred ten months following completion of immunotherapy that was successfully treated with trimethoprim-sulfamethoxazole.During this ten-month follow-up period,there have been no recurrence of warts,and transplant kidney function has remained stable.CONCLUSION Stimulation of cell-mediated immunity against the human papilloma virus induced by the IL candida immunotherapy is thought to be a cause for wart resolution.With this therapy,whether it is necessary to augment the immunosuppression to prevent rejection is unclear as that may come with a risk of infectious complications.Larger,prospective studies in pediatric KT recipients are needed to explore these important issues.

Infertility,pregnancy and breastfeeding in kidney transplantation recipients:Key issues

Chronic kidney disease(CKD),especially in advanced stages,is an important cause of infertility.In CKD patients,infertility has been linked to multiple factors.The pathophysiology of infertility related to CKD is complex and forked.Correction of modifiable factors can improve fertility in both genders.In males as well as females,successful kidney transplantation offers good chances of restoration of reproductive function.In female renal allograft recipients,recovery of reproductive functions in the post-transplant period will manifest as restoration of normal menses and ovulation.Owing to this improvement,there is a significant risk of unplanned pregnancy,hence the need to discuss methods of contraception before transplantation.In kidney transplant recipients,different contraceptive options for pregnancy planning,have been used.The selection of one contraception over another is based on preference and tolerability.Pregnancy,in renal transplanted females,is associated with physiologic changes that occur in pregnant women with native kidneys.Immunosuppressive medications during pregnancy,in a recipient with a single functioning kidney,expose the mother and fetus to unwanted complications.Some immunosuppressive drugs are contraindicated during pregnancy.Immunosuppressive medications should be discussed with renal transplant recipients who are planning to breastfeed their babies.In addition to antirejection drugs,other medications should be managed accordingly,whenever pregnancy is planned.

Predictors of graft function and survival in second kidney transplantation: A single center experience

BACKGROUND The increasing kidney retransplantation rate has created a parallel field of research,including the risk factors and outcomes of this advanced form of renal replacement therapy.The presentation of experiences from different kidney transplantation centers may help enrich the literature on kidney retransplantation,as a specific topic in the field of kidney transplantation.AIM To identify the risk factors affecting primary graft function and graft survival rates after second kidney transplantation(SKT).METHODS The records of SKT cases performed between January 1977 and December 2014 at a European tertiary-level kidney transplantation center were retrospectively reviewed and analyzed.Beside the descriptive characteristics,the survivals of patients and both the first and second grafts were described using Kaplan-Meier curves.In addition,Kaplan-Meier analyses were also used to estimate the survival probabilities at 1,3,5,and 10 post-operative years,as well as at the longest followup duration available.Moreover,bivariate associations between various predictors and the categorical outcomes were assessed,using the suitable biostatistical tests,according to the predictor type.RESULTS Out of 1861 cases of kidney transplantation,only 48 cases with SKT were eligible for studying,including 33 men and 15 women with a mean age of 42.1±13 years.The primary non-function(PNF)graft occurred in five patients(10.4%).In bivariate analyses,a high body mass index(P=0.009)and first graft loss due to acute rejection(P=0.025)were the only significant predictors of PNF graft.The second graft survival was reduced by delayed graft function in the first(P=0.008)and second(P<0.001)grafts.However,the effect of acute rejection within the first year after the first transplant did not reach the threshold of significance(P=0.053).The mean follow-up period was 59.8±48.6 mo.Censored graft/patient survival rates at 1,3,5 and 10 years were 90.5%/97.9%,79.9%/95.6%,73.7%/91.9%,and 51.6%/83.0%,respectively.CONCLUSION Non-immediate recovery modes of the first and second graft functions were significantly associated with unfavorable second graft survival rates.Patient and graft survival rates of SKT were similar to those of the first kidney transplantation.

The Relationship between the intolerance of uncertainty and the fear of COVID-19 in patients awaiting kidney transplantation during the pandemic

Objective:This study aims to identify the relationship between the intolerance of uncertainty and the fear of COVID-19 in patients awaiting kidney transplantation during the COVID-19 pandemic.Methods:This descriptive and cross-sectional study was performed with the participation of 355 individuals.The data were collected with a patient information form,the intolerance of uncertainty scale–short form(IUS),and the fear of COVID-19 scale(FCV-19S).Results:The mean IUS–short form score of the participants was 53.03±5.11,and their mean FCV-19S score was 30.62±4.10.A statistically highly significant positive relationship was identified between the FCV-19S and IUS scores of the participants(r:0.850;P<0.001).Conclusion:As the patients’intolerance of uncertainty increased,their fears of COVID-19 also increased.For patients awaiting kidney transplantation during the COVID-19 pandemic,which is full of challenges,to cope with fear and uncertainty,it is recommended that patients are provided with care with a multidisciplinary team approach.

Gastrointestinal manifestations of long-term effects after COVID-19 infection in patients with dialysis or kidney transplantation:An observational cohort study

BACKGROUND Prolonged symptoms after corona virus disease 2019(Long-COVID) in dialysisdependent patients and kidney transplant(KT) recipients are important as a possible risk factor for organ dysfunctions,especially gastrointestinal(GI)problems,during immunosuppressive therapy.AIM To identify the characteristics of GI manifestations of Long-COVID in patients with dialysis-dependent or KT status.METHODS This observational,prospective study included patients with COVID-19 infection,confirmed by reverse transcription polymerase chain reaction,with the onset of symptoms between 1 January 2022 and 31 July 2022 which was explored at 3 mo after the onset,either through the out-patient follow-up or by telephone interviews.RESULTS The 645 eligible participants consisted of 588 cases with hemodialysis(HD),38 patients with peritoneal dialysis(PD),and 19 KT recipients who were hospitalized with COVID-19 infection during the observation. Of these,577(89.5%) cases agreed to the interviews,while 64(10.9%)patients with HD and 4(10.5%) cases of PD were excluded. The mean age was 52 ± 11 years with 52% women. The median dialysis duration was 7 ± 3 and 5 ± 1 years for HD and PD groups,respectively,and the median time post-transplantation was 6 ± 2 years. Long-COVID was identified in 293/524(56%) and 21/34(62%) in HD and PD,respectively,and 7/19(37%) KT recipients. Fatigue was the most prevalent(96%) of the non-GI tract symptoms,whereas anorexia(90.9%),loss of taste(64.4%),and abdominal pain(62.5%) were the first three common GI manifestations of Long-COVID. Notably,there were 6 cases of mesenteric panniculitis from 19patients with GI symptoms in the KT group.CONCLUSION Different from patients with non-chronic kidney disease,there was a high prevalence of GI manifestations of Long-COVID in dialysis-dependent patients and KT recipients. An appropriate long-term follow-up in these vulnerable populations after COVID-19 infection is possibly necessary.

Gastrointestinal complications after kidney transplantation

Gastrointestinal complications are common after renal transplantation,and they have a wide clinical spectrum,varying from diarrhoea to post-transplant inflammatory bowel disease(IBD).Chronic immunosuppression may increase the risk of post-transplant infection and medication-related injury and may also be responsible for IBD in kidney transplant re-cipients despite immunosuppression.Differentiating the various forms of post-transplant colitis is challenging,since most have similar clinical and histological features.Drug-related colitis are the most frequently encountered colitis after kidney transplantation,particularly those related to the chronic use of mycophenolate mofetil,while de novo IBDs are quite rare.This review will explore colitis after kidney transplantation,with a particular focus on different clinical and histological features,attempting to clearly identify the right treatment,thereby improving the final outcome of patients.

Combined liver and kidney transplantation in Guangzhou,China

BACKGROUND: When liver or kidney transplant can respectively cure end-stage liver or kidney disease, neither hepatic graft nor renal transplant alone can be used as a radical therapy for diseases which involve both liver and kidney. Combined liver and kidney transplantation commenced late in China, and the number of transplants has been limited. This study was designed to assess the effects of simultaneous combined liver and kidney transplantation (SLKT) on end-stage liver and kidney diseases. METHODS: Fifteen patients who had received SLKT from 1996 to 2006 in the First Affiliated Hospital of Sun Yat-Sen University were reviewed. They included 5 patients with polycystic liver and kidney, 5 patients with hepatic cirrhosis and renal failure, and 5 patients with fulminant hepatic failure and hepatorenal syndrome (11 men and 4 women; average age 43.5 years). All patients had combined liver and kidney transplantation. RESULTS: The 5 patients with polycystic liver and kidney have survived for more than one year after SLKT, and the longest survival has been 5 years. Three of the 5 patients with hepatic cirrhosis and renal failure have survived more than two years; one died perioperatively and the other died from recurrence of hepatitis B 18 months after the operation. Three of the 5 patients with fulminant hepatic failure and hepatorenal syndrome have survived for two years, and 2 died of multiple organ failure during the operation. CONCLUSIONS: SLKT is an effective therapy for end-stage liver and kidney disease but the indications of SLKT for hepatorenal syndrome should be strict. SLKT may immunologically protect the renal graft.

Analysis of the relationship between postoperative ophthalmic complications and dialysis time of prekidney transplantation

AIM: To determine the influence of the dialysis time before kidney transplantation on postoperative ophthalmic complications. METHODS: One hundred and eighty three patients who were given the follow-up after kidney transplantation were selected, including 124 males and 59 females. The dialysis time before kidney transplantation was (2.9 +/- 2.1) years. Among them, there were 93 cases having cadaveric renal transplantation and 90 cases having living relative renal transplantation. The conditions of ophthalmic complications in all the patients after kidney transplantation were investigated and the incidence rate on ophthalmic complications having different dialysis time before kidney transplantation was given Chi-square test and Chi-square linear trend test. RESULTS: Among 183 patients with kidney transplantation, 95 patients (51.9%) had at least one ophthalmic complication and the rest 88 patients (48.1%) had no significant abnormality at the eye region. The most common ophthalmic complications were pinguecula/conjunctival degeneration (31 cases), the following was caligo lentis (24 cases). The main manifestations were grayish white granule and plaque turbidity occurred in posterior capsule at the posterior pole of crystaline lens. The angulus iridocornealis of 5 patients (5.3%) with cataract and glaucoma were all open-angle through the detection by gonioscope. Through visual field examination, there were 2 patients with paracentral scotoma, 2 patients with arcuate scotoma and one case with nasal step. CONCLUSION: The experiments verify that the incidence of glaucomawas relates to the dialysis time before kidney transplantation, and the incidence rate might be higher if the dialysis time is longer.

Efficacy and safety of sofosbuvir and daclatasvir in treatment of kidney transplantation recipients with hepatitis C virus infection

AIM To assess the efficacy and safety of sofosbuvir and daclatasvir regimens for kidney transplantation(KT) patients with hepatitis C virus(HCV) infection.METHODS This study enrolled a prospective cohort of consecutive Chinese KT patients with HCV infection. They were given sofosbuvir combined with daclatasvir, with or without ribavirin. They were monitored regularly during and after the treatment. RESULTS Six patients were recruited in our prospective study cohort. All patients were male and naive to directacting antiviral treatment. The treatment duration was 12 wk. Most patients(4/6) were infected with HCV genotype 1b. HCV RNA was undetectable at week 4 after treatment and at the end of treatment in all patients. Sustained virological response rate at 12 wk was 100%(6/6). Two patients had to accept a half dose of sofosbuvir due to serum creatinine elevation during treatment. Kidney function in the remaining patients was stable. No serious adverse events(AEs) were observed. No patient discontinued antiviral therapy due to side effects. CONCLUSION Sofosbuvir and daclatasvir for treatment of KT recipients with HCV infection are highly efficient and safe. Patients tolerated the medications well, and no serious AEs were observed. Larger prospective cohort studies are needed to validate these results.

Recent advances in new-onset diabetes mellitus after kidney transplantation

A common challenge in managing kidney transplant recipients(KTR)is posttransplant diabetes mellitus(PTDM)or diabetes mellitus(DM)newly diagnosed after transplantation,in addition to known pre-existing DM.PTDM is an important risk factor for post-transplant cardiovascular(CV)disease,which adversely affects patient survival and quality of life.CV disease in KTR may manifest as ischemic heart disease,heart failure,and/or left ventricular hypertrophy.Available therapies for PTDM include most agents currently used to treat type 2 diabetes.More recently,the use of sodium glucose co-transporter 2 inhibitors(SGLT2i),glucagon-like peptide-1 receptor agonists(GLP-1 RA),and dipeptidyl peptidase 4 inhibitors(DPP4i)has cautiously extended to KTR with PTDM,even though KTR are typically excluded from large general population clinical trials.Initial evidence from observational studies seems to indicate that SGLT2i,GLP-1 RA,and DPP4i may be safe and effective for glycemic control in KTR,but their benefit in reducing CV events in this otherwise high-risk population remains unproven.These newer drugs must still be used with care due to the increased propensity of KTR for intravascular volume depletion and acute kidney injury due to diarrhea and their single-kidney status,pre-existing burden of peripheral vascular disease,urinary tract infections due to immunosuppression and a surgically altered urinary tract,erythrocytosis from calcineurin inhibitors,and reduced kidney function from acute or chronic rejection.

Sexual and reproductive function in end-stage renal disease and effect of kidney transplantation

Advanced chronic kidney disease is associated with impaired spermatogenesis and testicular damage. Semen analysis typically shows a decreased volume of ejaculate, oligo-or complete azoospermia, and a low percentage of motile sperm. Erectile dysfunction （ED） is also common in patients with chronic renal failure （CRF） and is observed in excess of 50% of these patients. There have been ongoing improvements in survival and quality of life after renal transplantation. One of the most impressive aspects of successful renal transplantation in the young people is the ability of the male patient to father a child. In this article we first review pathophysiology of reproductive failure in end-stage renal disease （ESRD）, then ED in ESRD and its management are discussed, finally sexual function in renal transplant patients and management of ED in these patients are reviewed.

Artificial intelligence and kidney transplantation

Artificial intelligence and its primary subfield,machine learning,have started to gain widespread use in medicine,including the field of kidney transplantation.We made a review of the literature that used artificial intelligence techniques in kidney transplantation.We located six main areas of kidney transplantation that artificial intelligence studies are focused on:Radiological evaluation of the allograft,pathological evaluation including molecular evaluation of the tissue,prediction of graft survival,optimizing the dose of immunosuppression,diagnosis of rejection,and prediction of early graft function.Machine learning techniques provide increased automation leading to faster evaluation and standardization,and show better performance compared to traditional statistical analysis.Artificial intelligence leads to improved computer-aided diagnostics and quantifiable personalized predictions that will improve personalized patient care.