PREDICTIVE BIOMARKERS FOR CHRONIC ALLOGRAFT NEPHROPATHY
First Claim
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1. A method for predicting the onset of a rejection of a transplanted organ in a subject, comprising the steps of:
- (a) obtaining a post-transplantation sample from the subject;
(b) determining the magnitude of gene expression in the post-transplantation sample of a combination of a plurality of genes selected from the group consisting of the genes set forth in Table 4, Table 5, Table 6, Table 7, and Table 8 in combination with a predictive model selected from the group consisting of a PLDSA model and an OPLS model;
(c) comparing the magnitude of gene expression of the combination of the plurality of genes in the post-transplantation sample with the magnitude of gene expression of the same combination of the plurality of genes in a control sample; and
(d) determining whether the magnitude of gene expression of the combination of the plurality of genes is up-regulated or down-regulated relative to the control sample, wherein up-regulation or down-regulation of the magnitude of expression of the combination of the plurality of genes indicates that the subject is likely to experience transplant rejection, thereby predicting the onset of rejection of the transplanted organ in the subject.
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Abstract
The invention relates to the analysis and identification of genes that are modulated in transplant rejection. This alteration of gene expression provides a molecular signature to accurately detect transplant rejection.
76 Citations
20 Claims
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1. A method for predicting the onset of a rejection of a transplanted organ in a subject, comprising the steps of:
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(a) obtaining a post-transplantation sample from the subject; (b) determining the magnitude of gene expression in the post-transplantation sample of a combination of a plurality of genes selected from the group consisting of the genes set forth in Table 4, Table 5, Table 6, Table 7, and Table 8 in combination with a predictive model selected from the group consisting of a PLDSA model and an OPLS model; (c) comparing the magnitude of gene expression of the combination of the plurality of genes in the post-transplantation sample with the magnitude of gene expression of the same combination of the plurality of genes in a control sample; and (d) determining whether the magnitude of gene expression of the combination of the plurality of genes is up-regulated or down-regulated relative to the control sample, wherein up-regulation or down-regulation of the magnitude of expression of the combination of the plurality of genes indicates that the subject is likely to experience transplant rejection, thereby predicting the onset of rejection of the transplanted organ in the subject. - View Dependent Claims (2, 3, 4, 5, 6, 16, 17, 18)
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7. A method for predicting the onset of a rejection of a transplanted organ in a subject, comprising the steps of:
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(a) obtaining a post-transplantation sample from the subject; (b) determining the gene expression pattern in the post-transplantation sample of a combination of a plurality of genes selected from the group consisting of the genes set forth in Table 4, Table 5, Table 6, Table 7, and Table 8 in combination with a predictive model selected from the group consisting of a PLDSA model and an OPLS model; and (c) comparing the gene expression pattern of the combination of the plurality of genes in the post-transplantation sample with the gene expression pattern of the same combination of the plurality of genes in a control sample, wherein a similarity in the gene expression pattern of the combination of the plurality of genes in the post-transplantation sample compared to the gene expression pattern of the same combination of the plurality of genes in a control sample gene expression pattern indicates indicates that the subject is likely to experience transplant rejection, thereby predicting the onset of rejection of the transplanted organ in the subject. - View Dependent Claims (8, 9, 10)
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11. A method of monitoring transplant rejection in a subject, comprising the steps of:
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(a) taking as a first baseline value the magnitude of gene expression of a combination of a plurality of genes in a sample obtained from a transplanted subject who is known not to develop rejection; (b) taking as a second value the magnitude of gene expression of the same combination of a the plurality of genes in a sample obtained from a the transplanted subject post-transplantation; and (c) comparing the first baseline value with the second value, wherein a first baseline value lower or higher than the second value predicts that the transplanted subject is at risk of developing rejection, wherein the combination of the plurality of genes are selected from the group consisting of the genes set forth in Table 4, Table 5, Table 6, Table 7, and Table 8 in combination with a predictive model selected from the group consisting of a PLDSA model and an OPLS model, thereby monitoring transplant rejection in the subject.
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12. A method of monitoring transplant rejection in a subject, comprising the steps of:
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(a) taking as a first value a pattern of gene expression corresponding to a combination of a plurality of genes from a sample obtained from a donor subject at the day of transplantation; (b) taking as a second value a pattern of gene expression corresponding to the combination of the plurality of genes from a sample obtained from a recipient subject post-transplantation; and (c) comparing the first value with the second value, wherein a first value lower or higher than the second value predicts that the recipient subject is at risk of developing rejection;
wherein the a combination of the plurality of genes selected from the group consisting of the genes set forth in Table 4, Table 5, Table 6, Table 7, and Table 8 in combination with a predictive model selected from the group consisting of a PLDSA model and an OPLS model, thereby monitoring transplant rejection in the subject. - View Dependent Claims (19)
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13. A method for monitoring modifying transplant rejection treatment in a subject at risk thereof, comprising the steps of:
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(a) obtaining a pre-administration sample or samples from a transplanted subject prior to administration of a rejection inhibiting agent; (b) detecting the pattern of gene expression of a plurality of genes in the pre-administration sample or samples; and (c) obtaining a post-administration sample or samples from the transplanted subject; (d) detecting the pattern of gene expression of a the plurality of genes in the post-administration sample or samples; (e) comparing the pattern of gene expression of the plurality of genes in the pre-administration sample with the pattern of gene expression in the post-administration sample or samples; and (f) adjusting the agent accordingly, wherein the plurality of genes are selected from the group consisting of the genes Table 4, Table 5, Table 6, Table 7, and Table 8 in combination with a predictive model selected from the group consisting of a PLDSA model and an OPLS model, thereby modifying transplant refection treatment.
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14. A method for preventing, inhibiting, reducing or treating transplant rejection in a subject in need of such treatment comprising administering to the subject a compound that modulates the synthesis, expression or activity of one or more genes or gene products encoded thereby, said genes being selected from the group consisting of the genes set forth in Table 4, Table 5, Table 6, Table 7, and Table 8 in combination with a predictive model selected from the group consisting of a PLDSA model and an OPLS model, such that at least one symptom of rejection is ameliorated.
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15. (canceled)
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20-24. -24. (canceled)
Specification