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1.
J Biotechnol ; 366: 25-34, 2023 Mar 20.
Artigo em Inglês | MEDLINE | ID: mdl-36870479

RESUMO

Strain robustness during production of recombinant molecules is of major interest to ensure bioprocess profitability. The heterogeneity of populations has been shown in the literature as a source of instability in bioprocesses. Thus, the heterogeneity of the population was studied by evaluating the robustness of the strains (stability of plasmid expression, cultivability, membrane integrity and macroscopic cell behavior) during well-controlled fedbatch cultures. On the context of microbial production of chemical molecules, isopropanol (IPA) has been produced by recombinant strains of Cupriavidus necator. Plasmid stability was monitored by the plate count method to assess the impact of isopropanol production on plasmid stability, depending on implanted plasmid stabilization systems for strain engineering designs. With the reference strain Re2133/pEG7c, an isopropanol titer of 15.1 g·L-1 could be achieved. When the isopropanol concentration has reached about 8 g. L-1, cell permeability increased (up to 25 %) and plasmid stability decreased significantly (up to 1.5 decimal reduction rate) resulting in decreased isopropanol production rates. Bioprocess robustness under isopropanol producing conditions was then investigated with two plasmid construction strategies (1) Post Segregational Killing hok/sok (in Re2133/pEG20) and (2) expression of GroESL chaperon proteins (in Re2133/pEG23). Plasmid stability for strain Re2133/pEG20 (PSK hok/sok) appears to be improved up to 11 g. L-1 of IPA compared to the reference strain (8 g. L-1 IPA). Nevertheless, cell permeability followed the same dynamic as the reference strain with a drastic increase around 8 g. L-1 IPA. On the contrary, the Re2133/pEG23 strain made it possible to minimize the cell permeability (with a constant value at 5 % IP permeability) and to increase the growth capacities in response to increased isopropanol concentrations but plasmid stability was the weakest. The metabolic burden, linked to either the overexpression of GroESL chaperones or the PSK hok/sok system, seems to be deleterious for the overall isopropanol production compared to the reference strain (RE2133/pEG7c) even if we have shown that the overexpression chaperones GroESL improve membrane integrity and PSK system hok/sok improve plasmid stability as long as isopropanol concentration does not exceed 11 g L- 1.


Assuntos
2-Propanol , Escherichia coli , 2-Propanol/metabolismo , Escherichia coli/genética , RNA Bacteriano/metabolismo , Plasmídeos/genética , Reatores Biológicos
2.
Transplant Direct ; 8(12): e1375, 2022 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-36505898

RESUMO

Interstitial fibrosis and tubular atrophy (IFTA) found on 1-y surveillance biopsies has been associated with poor graft outcomes. However, its progression over time and relationship to outcomes are less well defined. Methods: We studied implantation and 6-mo surveillance biopsies and examined the association between the progression of IFTA (ΔIFTA) and a composite of censored graft loss or doubling of serum creatinine in 248 adult kidney recipients. Results: The percentage of patients with ΔIFTA of 1 or ≥2 was 35% and 22%, respectively. Positive ΔIFTA was a risk factor for the composite endpoint (hazard ratio, 1.36; 95% confidence interval, 1.03-1.79). This estimate was robust to adjustment for recipient and donor baseline characteristics, baseline IFTA, tacrolimus levels, and rejection status. ΔIFTA was associated with decreased estimated glomerular filtration rate at 3 and 5 y. IFTA+i was a predictor in the cohort; however, IFTA progression was not limited to those with a mononuclear cell interstitial inflammation (Banff "i") score above zero. Notably, donor age was a predictor of IFTA at 6 mo, but not of ΔIFTA, whereas rejection, donor diabetes, and recipient smoking status were. Conclusions: Progression of IFTA at 6 mo can predict outcomes. ΔIFTA was not related to donor age but may be linked to other risk factors influencing decision-making for donor versus recipient selection.

3.
Enzyme Microb Technol ; 161: 110114, 2022 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-36070644

RESUMO

Phenotypic heterogeneity in bioprocesses is suspected to reduce performances, even in case of monoclonal cultures. Here, robustness of an engineered isopropanol-overproducing strain and heterogeneity of its plasmid expression level were evaluated in fed-batch cultures. Previously, eGFP was identified as a promising plasmid expression reporter for C. necator. Here, the behavior of 3 engineered strains (isopropanol overproducer, eGFP producer, and isopropanol/eGFP co-producers) was compared at the single-cell and population levels. Production yields and rates have been shown to be dependent on isopropanol/acetone tolerance. A link could be established between the variations in the fluorescence intensity distribution and isopropanol/acetone production using the eGFP-biosensor. Co-production of isopropanol and eGFP exhibited cumulative metabolic burden compared to single overexpression (isopropanol or eGFP). Expression of eGFP during isopropanol production resulted in lower isopropanol tolerance with a loss of membrane integrity resulting in protein leakage and reduced plasmid expression. The co-expression of heterologous isopropanol pathway and eGFP-biosensor enabled to demonstrate the heterogeneity of robustness and plasmid expression at the single cell level of C. necator. It highlighted the conflicting interactions between isopropanol overproduction and eGFP reporter system. Fluorescent reporter strains, a crucial tool for monitoring subpopulation heterogeneity although biases have to be considered.


Assuntos
Cupriavidus necator , 2-Propanol/metabolismo , Acetona/metabolismo , Cupriavidus necator/genética , Óperon , Plasmídeos/genética
4.
J Biotechnol ; 345: 17-29, 2022 Feb 10.
Artigo em Inglês | MEDLINE | ID: mdl-34995560

RESUMO

Plasmid expression level heterogeneity in Cupriavidus necator was studied in response to stringent culture conditions, supposed to enhance plasmid instability, through plasmid curing strategies. Two plasmid curing strategies were compared based on their efficiency at generating heterogeneity in batch: rifampicin addition and temperature increase. A temperature increase from 30° to 37 °C was the most efficient plasmid curing strategy. To generate a heterogeneous population in terms of plasmid expression levels, successive batches at supra-optimal culture temperature (i.e. 37 °C) were initially conducted. Three distinct fluorescent subpopulations P0 (not fluorescent), P1 (low fluorescence intensity, median = 1 103) and P2 (high fluorescence intensity, median = 6 103) were obtained. From there, the chemostat culture was implemented to study the long-term stress response under well-controlled environment at defined dilution rates. For dilution rates comprised between 0.05 and 0.10 h-1, the subpopulation P2 (62% vs 90%) was favored compared to P1 cells (54% vs 1%), especially when growth rate increased. Our biosensor was efficient at discriminating subpopulation presenting different expression levels under stringent culture conditions. Plus, we showed that controlling growth kinetics had a stabilizing impact on plasmid expression levels, even under heterogeneous expression conditions.


Assuntos
Técnicas Biossensoriais , Cupriavidus necator , Cupriavidus necator/genética , Cinética , Plasmídeos/genética
5.
AMB Express ; 11(1): 151, 2021 Nov 16.
Artigo em Inglês | MEDLINE | ID: mdl-34783891

RESUMO

It is of major interest to ensure stable and performant microbial bioprocesses, therefore maintaining high strain robustness is one of the major future challenges in industrial microbiology. Strain robustness can be defined as the persistence of genotypic and/or phenotypic traits in a system. In this work, robustness of an engineered strain is defined as plasmid expression stability, cultivability, membrane integrity and macroscopic cell behavior and was assessed in response to implementations of sugar feeding strategies (pulses and continuous) and two plasmid stabilization systems (kanamycin resistance and Post-Segregational Killing hok/sok). Fed-batch bioreactor cultures, relevant mode to reach high cell densities and higher cell generation number, were implemented to investigate the robustness of C. necator engineered strains. Host cells bore a recombinant plasmid encoding for a plasmid expression level monitoring system, based on eGFP fluorescence quantified by flow cytometry. We first showed that well-controlled continuous feeding in comparison to a pulse-based feeding allowed a better carbon use for protein synthesis (avoiding organic acid excretion), a lower heterogeneity of the plasmid expression and a lower cell permeabilization. Moreover, the plasmid stabilization system Post-Segregational Killing hok/sok, an autonomous system independent on external addition of compounds, showed the best ability to maintain plasmid expression level stability insuring a greater population homogeneity in the culture. Therefore, in the case of engineered C. necator, the PSK system hok/sok appears to be a relevant and an efficient alternative to antibiotic resistance system for selection pressure, especially, in the case of bioprocess development for economic and environmental reasons.

6.
N Biotechnol ; 64: 37-45, 2021 Sep 25.
Artigo em Inglês | MEDLINE | ID: mdl-34058397

RESUMO

Yarrowia lipolytica, with a diverse array of biotechnological applications, is able to grow as ovoid yeasts or filamentous hyphae depending on environmental conditions. This study has explored the relationship between residual glucose levels and dimorphism in Y. lipolytica. Under pH stress conditions, the morphological and physiological characteristics of the yeast were examined during well-controlled accelerostat cultures using both a 1 L-laboratory scale and a 1 mL-microfluidic bioreactor. The accelerostat mode, via a smooth increase of dilution rate (D), enabled the cell growth rate to increase gradually up to the cell wash-out (D ≥µmax of the strain), which was accompanied by a progressive increase in residual glucose concentration. The results showed that Y. lipolytica maintained an ovoid morphology when residual glucose concentration was below a threshold value of around 0.35-0.37 mg L-1. Transitions towards more elongated forms were triggered at this threshold and progressively intensified with the increase in residual glucose levels. The effect of cAMP on the dimorphic transition was assessed by the exogenous addition of cAMP and the quantification of its intracellular levels during the accelerostat. cAMP has been reported to be an important mediator of environmental stimuli that inhibit filamentous growth in Y. lipolytica by activating the cAMP-PKA regulatory pathway. It was confirmed that the exogenous addition of cAMP inhibited the mycelial morphology of Y. lipolytica, even with glucose concentrations exceeding the threshold level. The results suggest that dimorphic responses in Y. lipolytica are regulated by sugar signaling pathways, most likely via the cAMP-PKA dependent pathway.


Assuntos
Reatores Biológicos , Glucose/metabolismo , Yarrowia , Hifas , Microfluídica , Yarrowia/metabolismo
7.
J Immunol ; 205(12): 3291-3299, 2020 12 15.
Artigo em Inglês | MEDLINE | ID: mdl-33188075

RESUMO

Immunosuppressants are associated with serious and often life-threatening adverse effects. To optimize immunotherapy, a tool that measures the immune reserve is necessary. We validated that a cell-based assay that measures TNF-α production by CD14+16+ intermediate monocytes following stimulation with EBV peptides has high sensitivity for the detection of over-immunosuppression (OIS) events. To develop a sequential, two-step assay with high specificity, we used PBMCs from kidney recipients (n = 87). Patients were classified as cases or controls, according to the occurrence of opportunistic infection, recurring bacterial infections, or de novo neoplasia. Patients who tested positive in the first step were randomly allocated to a training or a testing set for the development of the second step. In the discovery phase, an assay based on the examination of early mature B (eBm5) cells was able to discriminate OIS patients from controls with a specificity of 88%. The testing set also revealed a specificity of 88%. The interassay coefficient of variability between the experiments was 6.1%. Stratified analyses showed good diagnostic accuracy across tertiles of age and time posttransplant. In the adjusted model, the risk of OIS was more than 12 times higher in patients classified as positive than in those who tested negative (adjusted hazard ratio, 12.2; 95% confidence interval: 4.3-34.6). This sequential cell-based assay, which examines the monocyte and eBm5 cell response to EBV peptides, may be useful for identifying OIS in immunosuppressed patients.


Assuntos
Bioensaio , Herpesvirus Humano 4/química , Hospedeiro Imunocomprometido , Terapia de Imunossupressão/efeitos adversos , Transplante de Rim , Monócitos/imunologia , Peptídeos/química , Proteínas Virais/química , Adulto , Idoso , Feminino , Herpesvirus Humano 4/imunologia , Humanos , Masculino , Pessoa de Meia-Idade , Peptídeos/imunologia , Valor Preditivo dos Testes , Estudos Prospectivos , Proteínas Virais/imunologia
8.
Appl Microbiol Biotechnol ; 104(13): 5899-5914, 2020 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-32358761

RESUMO

A methodology for plasmid expression level monitoring of eGFP expression suitable for dynamic processes was assessed during fermentation. This technique was based on the expression of a fluorescent biosensor (eGFP) encoded on a recombinant plasmid coupled to single-cell analysis. Fluorescence intensity at single-cell level was measured by flow cytometry. We demonstrated that promoter evaluation based on single-cell analysis versus classic global analysis brings valuable insights. Single-cell analysis pointed out the fact that intrinsic fluorescence increased with the strength of the promoter up to a threshold. Beyond that, cell permeability increases to excrete the fluorescent protein in the medium. The metabolic load due to the increase in the eGFP production in the case of strong constitutive promoters leads to slower growth kinetics compared with plasmid-free cells. With the strain Cupriavidus necator Re2133, growth rate losses were measured from 3% with the weak constitutive promoter Plac to 56% with the strong constitutive promoter Pj5. Through this work, it seems crucial to find a compromise between the fluorescence intensity in single cells and the metabolic load; in our conditions, the best compromise found was the weak promoter Plac. The plasmid expression level monitoring method was tested in the presence of a heterogeneous population induced by plasmid-curing methods. For all the identified subpopulations, the plasmid expression level heterogeneity was significantly detected at the level of fluorescence intensity in single cells. After cell sorting, growth rate and cultivability were assessed for each subpopulation. In conclusion, this eGFP biosensor makes it possible to follow the variations in the level of plasmid expression under conditions of population heterogeneity.Key Points•Development of a plasmid expression level monitoring method at the single-cell level by flow cytometry.•Promoter evaluation by single-cell analysis: cell heterogeneity and strain robustness.•Reporter system optimization for efficient subpopulation detection in pure cultures.


Assuntos
Cupriavidus necator/metabolismo , Expressão Gênica , Proteínas de Fluorescência Verde/metabolismo , Plasmídeos/genética , Reatores Biológicos , Técnicas Biossensoriais , Cupriavidus necator/citologia , Cupriavidus necator/genética , Cupriavidus necator/crescimento & desenvolvimento , Citometria de Fluxo , Proteínas de Fluorescência Verde/genética , Plasmídeos/metabolismo , Regiões Promotoras Genéticas , Proteínas Recombinantes/genética , Proteínas Recombinantes/metabolismo , Análise de Célula Única
9.
Transplantation ; 102(12): 2120-2125, 2018 12.
Artigo em Inglês | MEDLINE | ID: mdl-29916985

RESUMO

BACKGROUND: Since the borderline changes suspicious for acute T cell-mediated rejection (BL) category was broadened, there has been a debate regarding the right threshold for tubulitis and interstitial inflammation scores. METHODS: We studied a first cohort of 111 patients with BL found on an indication biopsy between 2006 and 2016 and compared those with scores of t1i0 (BLt1i0) to those with higher scores (BL≥t1i1). A second cohort of 56 patients with BL was used for external validation. We used a composite endpoint of death-censored graft failure or doubling of the serum creatinine level postbiopsy. RESULTS: In the first cohort, 68% (75/111) of the BL cases fell in the BLt1i0 group. At 5 years, the occurrence of the composite endpoint was 5% and 14% for BLt1i0 and BL≥t1i1, respectively. In contrast, the endpoint occurred in 5% of nonrejectors and 21% of patients with T cell-mediated rejection. In the validation cohort, 8% versus 36% of BLt1i0 and BL≥t1i1 reached the endpoint, respectively. Multivariable Cox modeling revealed that BLt1i0 patients had a prognosis similar to that of nonrejectors (adjusted hazard ratio, 0.6; 95% confidence interval, 0.1-2.2; P = 0.40) but better than that of patients with BL≥t1i1 (hazard ratio, 3.8; 95% confidence interval, 1.3-11.5; P = 0.02). Sensitivity analyses restricted to death-censored graft loss or using time posttransplant as the time of reference provided similar results. CONCLUSIONS: In summary, patients with BLt1i0 have a different prognosis to that of BL≥t1i1 patients, which brings into question the current diagnostic thresholds.


Assuntos
Rejeição de Enxerto/diagnóstico , Imunidade Celular , Transplante de Rim/efeitos adversos , Rim/imunologia , Rim/cirurgia , Linfócitos T/imunologia , Adulto , Biomarcadores/sangue , Biópsia , Creatinina/sangue , Feminino , Rejeição de Enxerto/imunologia , Rejeição de Enxerto/mortalidade , Rejeição de Enxerto/patologia , Sobrevivência de Enxerto , Humanos , Rim/patologia , Transplante de Rim/mortalidade , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Reprodutibilidade dos Testes , Estudos Retrospectivos , Fatores de Tempo , Resultado do Tratamento , Adulto Jovem
10.
J Am Soc Nephrol ; 29(4): 1301-1308, 2018 04.
Artigo em Inglês | MEDLINE | ID: mdl-29519800

RESUMO

The factors underlying the decline in living kidney donation in the United States since 2005 must be understood to inform strategies to ensure access to this option for future patients. Population-based estimates provide a better assessment of donation activity than do trends in the number of living donor transplants. Using data from the Scientific Registry of Transplant Recipients and the United States Census, we determined longitudinal changes in living kidney donation between 2005 and 2015, focusing on the effect of sex and income. We used multilevel Poisson models to adjust for differences in age, race, the incidence of ESRD, and geographic factors (including population density, urbanization, and daily commuting). During the study period, the unadjusted rate of donation was 30.1 and 19.3 per million population in women and men, respectively, and the adjusted incidence of donation was 44% higher in women (incidence rate ratio [IRR], 1.44; 95% confidence interval [95% CI], 1.39 to 1.49). The incidence of donation was stable in women (IRR, 0.95; 95% CI, 0.84 to 1.07) but declined in men (IRR, 0.75; 95% CI, 0.68 to 0.83). Income was associated with longitudinal changes in donation in both sexes, yet donation was stable in the highest two population income quartiles in women but only in the highest income quartile in men. In both sexes, living related donations declined, irrespective of income. In conclusion, living donation declined in men but remained stable in women between 2005 and 2015, and income appeared to have a greater effect on living donation in men.


Assuntos
Transplante de Rim , Doadores Vivos/estatística & dados numéricos , Fatores Sexuais , Adolescente , Adulto , Idoso , Etnicidade/estatística & dados numéricos , Feminino , Humanos , Incidência , Renda , Falência Renal Crônica/epidemiologia , Falência Renal Crônica/cirurgia , Transplante de Rim/economia , Doadores Vivos/provisão & distribuição , Masculino , Pessoa de Meia-Idade , Distribuição de Poisson , Sistema de Registros , População Rural/estatística & dados numéricos , Distribuição por Sexo , Fatores Socioeconômicos , Estados Unidos , População Urbana/estatística & dados numéricos , Adulto Jovem
11.
J Am Soc Nephrol ; 28(12): 3647-3657, 2017 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-28982695

RESUMO

Donation after circulatory death (DCD) donors are an important source of kidneys for transplantation, but DCD donor transplantation is less common in the United States than in other countries. In this study of national data obtained between 2008 and 2015, recovery of DCD kidneys varied substantially among the country's 58 donor service areas, and 25% of DCD kidneys were recovered in only four donor service areas. Overall, 20% of recovered DCD kidneys were discarded, varying from 3% to 33% among donor service areas. Compared with kidneys from neurologically brain dead (NBD) donors, DCD kidneys had a higher adjusted odds ratio of discard that varied from 1.25 (95% confidence interval [95% CI], 1.16 to 1.34) in kidneys with total donor warm ischemic time (WIT) of 10-26 minutes to 2.67 (95% CI, 2.34 to 3.04) in kidneys with total donor WIT >48 minutes. Among the 12,831 DCD kidneys transplanted, kidneys with WIT≤48 minutes had survival similar to that of NBD kidneys. DCD kidneys with WIT>48 minutes had a higher risk of allograft failure (hazard ratio, 1.23; 95% CI, 1.07 to 1.41), but this risk was limited to kidneys with cold ischemia time (CIT) >12 hours. We conclude that donor service area-level variation in the recovery and discard of DCD kidneys is large. Additional national data collection is needed to understand the potential to increase DCD donor transplantation in the United States. Strategies to minimize cold ischemic injury may safely allow increased use of DCD kidneys with WIT>48 minutes.


Assuntos
Morte , Falência Renal Crônica/cirurgia , Transplante de Rim , Obtenção de Tecidos e Órgãos/métodos , Adolescente , Adulto , Idoso , Criança , Isquemia Fria , Função Retardada do Enxerto , Seleção do Doador , Feminino , Sobrevivência de Enxerto , Humanos , Rim/patologia , Masculino , Pessoa de Meia-Idade , Razão de Chances , Modelos de Riscos Proporcionais , Doadores de Tecidos , Resultado do Tratamento , Estados Unidos , Adulto Jovem
12.
Transplant Rev (Orlando) ; 31(1): 35-41, 2017 01.
Artigo em Inglês | MEDLINE | ID: mdl-28139330

RESUMO

Obesity is an increasingly common condition that can exclude end stage renal disease patients from consideration of kidney transplantation. The optimal management of obese transplant candidates is uncertain, especially the use of pharmacologic therapies or bariatric surgery. We review the rationale to consider transplantation in obese patients, the impact of obesity on access to kidney transplantation, the evidence for obese patients to lose weight loss prior to kidney transplantation, peri-operative management considerations and specific weight loss strategies prior to transplantation. We also propose an algorithm for pre-transplant management of obese transplant candidates that takes into consideration the patient's peri-operative risk, the anticipated time to transplantation and the risk of delayed graft function. Finally, we suggest a number of areas in need of further research as well as health policy considerations to improve the care of obese kidney transplant candidates.


Assuntos
Função Retardada do Enxerto/mortalidade , Falência Renal Crônica/epidemiologia , Falência Renal Crônica/cirurgia , Transplante de Rim/métodos , Obesidade/epidemiologia , Índice de Massa Corporal , Comorbidade , Função Retardada do Enxerto/fisiopatologia , Feminino , Seguimentos , Rejeição de Enxerto , Sobrevivência de Enxerto , Humanos , Falência Renal Crônica/diagnóstico , Transplante de Rim/efeitos adversos , Masculino , Obesidade/diagnóstico , Assistência Perioperatória/métodos , Medição de Risco , Fatores de Tempo , Resultado do Tratamento
13.
Transplantation ; 99(1): 69-76, 2015 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-25073036

RESUMO

BACKGROUND: Transplant glomerulopathy (TG) is a diagnostic criterion for chronic active antibody-mediated rejection (CAABMR), with C4d, donor-specific antibodies (DSA) and other lesions of chronic tissue injury. However, TG often presents without C4d or DSA. Until recently, such cases were termed suspicious for CAABMR, and their prognosis remains unclear. METHODS: To better understand the contribution of TG, C4d, and DSA on outcomes, we retrospectively studied 61 patients with late TG for the composite endpoint of death-censored graft failure or doubling of serum creatinine. Cases were matched to controls based on age, year and number of transplant, type of donor, and the availability of an indication biopsy during the same time after transplantation. Analyses were performed using proportional hazards models. RESULTS: Compared to matched controls, patients with TG had a more than fivefold increased risk of reaching the endpoint (adjusted hazard ratio (aHR), 5.3; 95% confidence interval (95% CI), 1.5-18.4). The proportion of patients with isolated TG, TG suspicious for CAABMR (C4+/DSA- or C4d-/DSA+) and TG with definite CAABMR (C4d+/DSA+) were 63%, 20%, and 17%, respectively. Suspicious and definite CAABMR showed a similar prognosis, significantly worse than isolated TG (aHR, 4.5; 95% CI, 1.1-18.9 and aHR, 5.9, 95% CI, 1.1-31.3 respectively). CONCLUSION: Transplant glomerulopathy is associated with poor prognosis, independent of the level of graft dysfunction and other chronic histologic changes. This prognosis is similar whether there is evidence of tissue or peripheral alloantibody reactivity. These findings are relevant to the development of clinically meaningful criteria for CAABMR, for its clinical management, and in the future selection of population for clinical trials.


Assuntos
Complemento C4b/análise , Rejeição de Enxerto/imunologia , Isoanticorpos/sangue , Transplante de Rim/efeitos adversos , Rim/imunologia , Fragmentos de Peptídeos/análise , Adulto , Biomarcadores/sangue , Doença Crônica , Creatinina/sangue , Progressão da Doença , Feminino , Rejeição de Enxerto/sangue , Rejeição de Enxerto/diagnóstico , Rejeição de Enxerto/fisiopatologia , Humanos , Rim/patologia , Rim/fisiopatologia , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Prognóstico , Estudos Retrospectivos , Fatores de Tempo , Resultado do Tratamento
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