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Prediction of bare metal stent restenosis

probability prediction technology, applied in the field of predicting the probability of restenosis, can solve the problems of insufficient prediction of coronary stenting success, inability to accurately predict the risk factors of restenosis, and high cost of using a drug-coated stent instead of a bare metal stent, so as to reduce the risk of major adverse clinical events, reduce costs, and increase gene activation/up-regulation

Inactive Publication Date: 2009-06-04
CAPGEN SCI
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Benefits of technology

[0009]The invention provides a method of predicting the probability of occurrence of restenosis following placement of a bare metal stent in a native coronary artery of a patient, and methods to predict whether any given patient should receive a bare metal stent or a stent that contains anti-restenosis agents. The invention is based on a heretofore unknown association between overall increased gene activation / up-regulation in the mRNA-containing compartment of whole blood and the likelihood of restenosis. According to the invention, gene expression profiles of the RNA containing compartment of whole blood are used to detect gene activation, and this information is correlated with a probability of the occurrence of restenosis. The ability to predict which patients are at risk for or predisposed to restenosis and which patients are not permits the selective choice of stent type, i.e. bare metal stent vs drug eluting stent: patients with a low risk (less than or equal to a probability output of 50% as determined herein) can receive bare metal stents, thereby decreasing costs and the risk of major adverse clinical events attributable to use of drug eluting stents and the necessary use of long term anti-platelet agents, whereas patients with a high risk (probability output greater than 50% as determined herein) can receive stents that include anti-restenosis agents.

Problems solved by technology

Until recently the success of coronary stenting was limited by the process of restenosis, which occurred in 20-40% of cases (3).
The clinical and lesion related risk factors for restenosis, however, are very poorly predictive of restenosis.
Bare metal stents are utilized much less frequently compared to drug eluting stents because restenosis is a known problem associated with using bare metal stents.
Using a drug-coated stent instead of a bare metal stent is associated with excess costs.
This may occur at an annual rate of 0.2-0.6% and may result in significant excess morbidity and mortality (11).
Despite the length of time that restenosis has been an issue and has been the subject of research no current technology exists for reliably determining whether an individual patient is likely to experience restenosis if given a bare metal stent rather than a drug coated stent, i.e., whether the drug coated stent is truly required to prevent restenosis.
In addition to the excess costs associated with drug eluting stents, other associated clinical problems may be introduced by indiscriminately using drug coated stents for some patients who might have similar outcomes with a bare metal stent.
These include an excess risk of bleeding associated with the need for long term anti-platelet agents in those individuals receiving drug elution stents and the risk of sub-acute stent thrombosis, a particularly severe adverse event associated with 40% mortality rate, in those individuals who may be non-compliant with the prescribed regimen or required to stop anti-platelet agents for other non-related surgical procedures.
The prior art has thus far failed to provide a reliable method for assessing the risk of restenosis in individual patients slated for stent placement.

Method used

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  • Prediction of bare metal stent restenosis
  • Prediction of bare metal stent restenosis
  • Prediction of bare metal stent restenosis

Examples

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example 1

Assessment of mRNA Expression in Patients Receiving Bare Metal Stents and Incidence of Restenosis

[0031]Summary: One hundred twelve (112) non-diabetic patients were enrolled in a prospective clinical trial designed to test the hypothesis that an mRNA expression profile can accurately predict which patients will restenose after bare metal stent placement. Peripheral blood samples were collected prior to coronary angioplasty in all patients. Fifty-six (56) patients were found to have significant coronary artery disease and received at least one bare metal stent. All patients had follow-up angiograms 6 months post stent placement. Twenty-three patients experienced restenosis within 6 months of stent placement. Whole blood mRNA expression profiling was performed using the Affymeytrix U133+2 GeneChip™. Putative molecular pathways and functional molecular families responsible for bare metal stent restenosis were pre-specified prior to analysis. A partial least squares algorithm was used to...

example 2

Methods for Predicting a Patient's Propensity for Restenosis

[0053]Based on the data in Tables 12A, 12B and 12C above, the patient may be predicted to be a good candidate for a bare metal stent (one not likely to have restenosis within six months) according to the following three exemplary methods:

[0054]a) In a first embodiment, the invention provides a method for predicting a patient's propensity for bare metal stent restenosis, comprising the steps of: ai) obtaining a whole blood sample from a patient deemed to be in need of a stent; aii) measuring total mRNA from a volume of blood obtained from said blood sample using a gene probe substrate having at least a plurality of gene probes that hybridize to at least a plurality of mRNA sequences; aiii) computing an average mRNA value for said predetermined volume of blood from said total mRNA and said plurality of genes; aiv) classifying said patient as having a prognosis selected from a group consisting of a first prognosis and a second...

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Abstract

Methods for predicting whether or not a patient is likely to experience restenosis after the placement of a bare metal stent are provided. The methods involve detecting and analyzing gene expression patterns of the cellular components of whole blood, where activation of selected genes has been found to be indicative of a high probability of restenosis. The method thus allows the identification, prior to placement of a stent, of patients who are i) likely to experience restenosis, and thus should receive a stent that includes anti-restenosis agents; or ii) unlikely to experience restenosis, and thus should receive a stent without anti-stenosis agents.

Description

FIELD OF THE INVENTION[0001]The invention generally relates to predicting the probability of restenosis in patients receiving bare metal stents in native coronary arteries. In the preferred embodiment, the invention provides methods for predicting whether or not a patient is likely to experience restenosis based on the analysis of gene expression profiles of mRNA-containing components of whole blood, and, based on this prediction, determining whether the patient should receive a bare metal stent or a stent containing anti-restenosis agents.BACKGROUND OF THE INVENTION[0002]Coronary artery disease is the most prevalent medical problem in the industrialized world. It accounts for over 40% of all deaths in the United States and Western Europe (1). A primary therapy for coronary artery disease is coronary angioplasty with stent implantation (2).[0003]Until recently the success of coronary stenting was limited by the process of restenosis, which occurred in 20-40% of cases (3). There have...

Claims

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Application Information

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Patent Type & Authority Applications(United States)
IPC IPC(8): C12Q1/68
CPCC12Q1/6883Y10T436/143333C12Q2600/118C12Q2600/158
Inventor LUNDERGAN, CONOR F.BURKE, HARRY B.MCCAFFREY, TIMOTHY A.
Owner CAPGEN SCI
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