Assessment of Donor Quality for Improving Kidney Transplant Outcomes
Assessment of Donor Quality for Improving Kidney Transplant Outcomes
批准号:
9753687
负责人:
Kellie J. Archer
金额:
$49.28万
依托单位国家:
美国
项目类别:
财政年份:
2017
资助国家:
美国
项目状态:
已结题
起止时间:
2017-02-01 至 2020-11-30
关键词:
Acute Renal Failure with Renal Papillary NecrosisAgeBedside TestingsBiologicalBiological AssayBiological MarkersBiologyBiopsyChronicClinicalClinical MarkersClinical TrialsComorbidityDataData SetDialysis procedureEnd stage renal failureEnsureEquilibriumEvaluationFunctional disorderGenderHistologicHistopathologyInjuryInstitutionKidneyKidney TransplantationLeadManitobaMedicineMessenger RNAMethodsModelingMolecularMolecular ProfilingOnline SystemsOrganOrgan DonorOutcomePathologicPathway interactionsPatientsPerformancePhenotypePredictive ValueProcessProspective cohortQuality of lifeRaceReactionRecovery of FunctionReperfusion InjuryReperfusion TherapyReportingRetrospective cohortRiskSamplingStatistical MethodsSystemSystems BiologyTestingTimeTrainingTransplant RecipientsTransplantationUnited States National Institutes of HealthUniversitiesValidationWait TimeWaiting Listsbasebody systemclinical applicationcohortcollegeepigenomefollow-upgraft failuregraft functionimprovedkidney allograftkidney biopsymolecular markeroutcome forecastoutcome predictionphenotypic datapost-transplantpredictive markerpreimplantationprospectiveprospective testscreeningtooltranscriptomeweb-accessible
中文摘要
点击翻译按钮获取中文摘要
英文摘要
For most end-stage renal disease (ESRD) patients, successful kidney transplantation (KT) provides longer
survival and better quality of life than dialysis. Unfortunately, a consistent balance between organ acceptance
and discard rates after procurement has been difficult to achieve given a lack of precise tools to assess donor
kidney quality and prognosis. Specifically, as recently reported, deceased donor (DD) kidneys retrieved for
transplantation are increasingly being discarded, and the most common reason given for discarding kidneys is
histological biopsy results. Two recent studies suggest that histological evaluation of procurement biopsies are
not predictive of post-transplant outcomes and may lead to dissuade the use of kidneys that are otherwise
suitable for transplant. These findings indicate that additional methods are needed when weighing whether to
transplant a DD kidney. Evaluation of organ quality at transplantation time, as a predictor of graft performance,
is a critical clinical challenge impacting acceptance of an organ, as well as individualization of post-transplant
management. Still, clinical scores and histopathology-based assessments at time of KT have been found to be
poor predictors of post-KT outcomes. Currently, there are no markers that specifically relate to organ biology
that could be included in a donor risk score. A unique matched donor/recipient cohort including 298 DD primary
kidney recipients with 4.1 ± 0.8 years of follow-up, graft biopsies at pre-implantation, post-reperfusion and post-
KT and associated phenotypic data is available for the proposed studies. Also, a matched donor/recipient
cohort of 250 DD primary KT recipients from 3 different institutions is available (approach including training,
validation, and replication sets). Hereby, we hypothesize that the addition of biologically-specific screening for
molecular biomarkers to evaluate DD organ quality and function is more accurate in predicting kidney graft
outcomes than clinical and histopathological-based assessments alone. The specific aims (SA) include:
SA1: Develop a composite score model to evaluate organ quality at kidney transplantation time and predict
short-term outcomes;
SA2: Develop composite score models to predict long-term kidney transplant outcomes; and
SA3: Validate biomarkers predicting short- and long-term outcomes and derive a composite scoring
system for clinical application in a point of care test platform.
The current approach will evaluate clinical applicability and benefit of adding molecular markers to currently
available scoring systems for predicting graft outcomes by (1) accurate assessment of donor organ quality
using a systems biology approach, (2) biomarker/score discovery and validation using a multicenter
retrospective cohort of prospectively evaluated patients with already available outcomes and mRNA profiles,
and (3) independent replication of biomarkers/scores using clinically usable reactions. This study will yield
markers and scoring systems for organ quality evaluation that could be tested prospectively in a large study.
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批准号:10203464
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资助金额:$53.62万
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Informatic tools for predicting an ordinal response for high-dimensional data
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批准号:9273725
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项目类别:
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资助金额:$10.49万
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财政年份:2012
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负责人:Kellie J. Archer
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依托单位:
Informatic tools for predicting an ordinal response for high-dimensional data
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批准号:8714054
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项目类别:
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资助金额:$22.7万
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财政年份:2012
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负责人:Kellie J. Archer
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依托单位:
Informatic tools for predicting an ordinal response for high-dimensional data
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批准号:8216289
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项目类别:
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资助金额:$25.57万
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财政年份:2012
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负责人:Kellie J. Archer
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依托单位:
Recursive partitioning and ensemble methods for classifying an ordinal response
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批准号:7805045
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项目类别:
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资助金额:$7.5万
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财政年份:2009
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负责人:Kellie J. Archer
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依托单位:
Recursive partitioning and ensemble methods for classifying an ordinal response
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批准号:7670456
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项目类别:
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资助金额:$7.48万
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财政年份:2008
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负责人:Kellie J. Archer
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依托单位:
Recursive partitioning and ensemble methods for classifying an ordinal response
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批准号:8049892
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项目类别:
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资助金额:$0.57万
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财政年份:2008
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负责人:Kellie J. Archer
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依托单位:
Integration of Mixtures Toxicology, Toxicogenomics and Statistics.
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批准号:8882422
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项目类别:
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资助金额:$16.16万
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财政年份:2002
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负责人:Kellie J. Archer
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依托单位:
Integration of Mixtures Toxicology, Toxicogenomics and Statistics.
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批准号:8692779
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项目类别:
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资助金额:$16.08万
-
财政年份:2002
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负责人:Kellie J. Archer
-
依托单位:
Biostatistics Shared Resource
-
批准号:9277721
-
项目类别:
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资助金额:$15.4万
-
财政年份:--
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负责人:Kellie J. Archer
-
依托单位:
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