WO2020149846A1 - Methods for predicting major adverse cardiovascular events and/or death in patients with coronary heart disease - Google Patents

Methods for predicting major adverse cardiovascular events and/or death in patients with coronary heart disease Download PDF

Info

Publication number
WO2020149846A1
WO2020149846A1 PCT/US2019/014084 US2019014084W WO2020149846A1 WO 2020149846 A1 WO2020149846 A1 WO 2020149846A1 US 2019014084 W US2019014084 W US 2019014084W WO 2020149846 A1 WO2020149846 A1 WO 2020149846A1
Authority
WO
WIPO (PCT)
Prior art keywords
mir
heart disease
coronary heart
death
patients
Prior art date
Application number
PCT/US2019/014084
Other languages
French (fr)
Inventor
Tiffany WU
Wan-lin WU
Original Assignee
Chi-Hua Foundation
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Chi-Hua Foundation filed Critical Chi-Hua Foundation
Priority to PCT/US2019/014084 priority Critical patent/WO2020149846A1/en
Publication of WO2020149846A1 publication Critical patent/WO2020149846A1/en

Links

Classifications

    • CCHEMISTRY; METALLURGY
    • C12BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12QMEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
    • C12Q1/00Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions
    • C12Q1/68Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions involving nucleic acids
    • C12Q1/6876Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes
    • C12Q1/6883Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes for diseases caused by alterations of genetic material
    • CCHEMISTRY; METALLURGY
    • C12BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12QMEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
    • C12Q2600/00Oligonucleotides characterized by their use
    • C12Q2600/118Prognosis of disease development
    • CCHEMISTRY; METALLURGY
    • C12BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12QMEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
    • C12Q2600/00Oligonucleotides characterized by their use
    • C12Q2600/158Expression markers
    • CCHEMISTRY; METALLURGY
    • C12BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12QMEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
    • C12Q2600/00Oligonucleotides characterized by their use
    • C12Q2600/178Oligonucleotides characterized by their use miRNA, siRNA or ncRNA

Definitions

  • the present invention relates to a method for predicting major adverse cardiovascular events and/or death in patients suffering from coronary heart disease, and more particularly to the method for analyzing the microRNA expression of a coronary heart disease patient to predict whether the patient is at high risk for major adverse cardiovascular events and/or death.
  • Coronary heart disease is the most common disease caused by atherosclerotic degeneration. Due to cholesterol or fat accumulates on the inner wall of arterial blood vessels to form a blood clot, and the blood clot would block the coronary artery and cause heart hypoxia. It causes common cardiovascular symptoms such as chest pain, shortness of breath, upper limb pain, night sweats, and vomiting. If the artery is completely blocked by the blood clot, and then oxygen cannot be transported the heart, which would lead to a heart attack or heart tissue damage.
  • Major adverse cardiovascular events include recurrent angina pectoris, acute myocardial infarction, severe arrhythmia, heart failure, cardiac death, nonfatal myocardial infarction, non-fatal stroke, death from stroke, etc.
  • the main factors are hypertension, diabetes, hyperlipidemia, atrial fibrillation, smoking, and poor living habits.
  • the methods for diagnosing coronary heart disease include: electrocardiogram, cardiac ultrasound, cardiac tomography and other imaging diagnostic methods and biomarkers. Because there is no biomarker for predicting MACE or death in patients with coronary heart disease currently, patients with coronary heart disease can only be tracked by regular cardiac imaging diagnosis, and a good life style to reduce the incidence of adverse cardiovascular events.
  • MicroRNA is a ribonucleic acid (RNA) molecule about 21 to 23 nucleotides long and regulates the expression of other genes in eukaryotes widely. miRNA is transcribed from DNA but does not translate into proteins (belonging to non-coding RNA). The miRNA binds to the target messenger ribonucleic acid (mRNA), thereby inhibiting the expression of the gene after transcription, and plays an important role in regulating gene expression, cell cycle, and development timing of the organism. Current research has found that miRNA has many functions, such as cancer markers, early cancer detection biomarkers, and exogenous miRNA that can be detected in the blood. SUMMARY OF THE INVENTION
  • the object of the present invention is to provide a method for predicting major adverse cardiovascular events and/or death in patients with coronary heart disease by detecting the microRNA expression.
  • the technical method of the present invention is to analyze the expression amount of at least one target microRNA in the serum of coronary heart disease patients, and the target microRNA is selected from one or any combination of: has-miR-1468, has-miR-1307, has-miR-200c, has-miR-574, has-miR-432, has-miR-3615, has-miR-3605, and has-miR-181a-2.
  • the expression of target microRNA in the patient is lower than one predetermined value, it indicates that the patient belongs to a high-risk group that will suffer from MACE or death in the future.
  • clinicians will be able to custom-design a better treatment strategy to improve the clinical outcomes of patients with coronary heart disease.
  • FIG. 1 is a comparison diagram of target miRNA expression levels in example 1 of the present invention.
  • FIG. 2 is a Kaplan-Meier survival analysis diagram of target has-miR-1468 in example 2 of the present invention.
  • FIG.3 is a Kaplan-Meier survival analysis diagram of target has-miR-1307 superscripted in example 2 of the present invention.
  • This example is used to analyzes the difference of microRNA expression in patients with coronary heart disease who have suffered from MACE or death and those who have no MACE, and then to find out detecting biomarker.
  • Plasma samples were selected from blood sample in the present example as follows.
  • Recurrent MACE After 5 years of follow-up, the plasma samples from patients with coronary heart disease who have suffered from major adverse cardiovascular events or death.
  • the coronary heart disease patients with expression of has-miR-1468 and has-miR-1307 lower than the RPKM cut-off value were prone to have MACE or death, and the survival rate of Kaplan-Meier survival analysis decreased significantly via long-term follow-up.
  • the coronary heart disease patients with expression of has-miR-1468 and has-miR-1307 higher than the 15 RPKM cut-off value the physiological conditions were stable. Therefore, the expressions of these target miRNAs compared with their RPKM cut-off value could be used as a basis for predicting whether a MACE or death would occur in patients with coronary heart disease.
  • the expressions of the target miRNAs found in the present embodiment in patients with coronary heart disease were related to the major adverse cardiovascular events and death.
  • those with expression of single or multiple miRNAs lower than RPKM cut-off values would have higher risk for future MACE or death.
  • the single or combined target miRNAs of the present invention could be used to predict the risk of MACE or death in the future. That is to say, the method proposed by the present invention has important values for clinical decision making and patient care.
  • RT-PCR reverse transcriptase-polymerase chain reaction
  • qPCR quantitative real-time PCR
  • ddPCR digital droplet PCR
  • SAGE serial analysis of gene expression
  • MPSS massively parallel signature sequencing
  • ELISA ELISA
  • ISH massively parallel signature sequencing
  • MS mass spectrometry
  • SNPs single nucleotide polymorphisms

Landscapes

  • Chemical & Material Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Proteomics, Peptides & Aminoacids (AREA)
  • Health & Medical Sciences (AREA)
  • Organic Chemistry (AREA)
  • Wood Science & Technology (AREA)
  • Analytical Chemistry (AREA)
  • Zoology (AREA)
  • Genetics & Genomics (AREA)
  • Engineering & Computer Science (AREA)
  • Pathology (AREA)
  • Immunology (AREA)
  • Microbiology (AREA)
  • Molecular Biology (AREA)
  • Biotechnology (AREA)
  • Biophysics (AREA)
  • Physics & Mathematics (AREA)
  • Biochemistry (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Health & Medical Sciences (AREA)
  • Measuring Or Testing Involving Enzymes Or Micro-Organisms (AREA)

Abstract

The present invention provides a method for predicting major adverse cardiovascular events and/or death in patients suffering from coronary heart disease, selecting at least one target from microRNAs has-miR-1468, has-miR-1307, has-miR-200c, has-miR-574, has-miR-432 has-miR-3615, has-miR-3605 and has-miR-181a-2, microRNA to analyze the microRNA expression of the specimen of a coronary heart disease patient. According to the expression, it can be used as a predictor of major adverse cardiovascular events and death in patients suffering coronary heart disease.

Description

METHODS FOR PREDICTING MAJOR ADVERSE
CARDIOVASCULAR EVENTS AND/OR DEATH IN PATIENTS WITH
CORONARY HEART DISEASE BACKGROUND OF THE INVENTION
1. Field of the Invention
The present invention relates to a method for predicting major adverse cardiovascular events and/or death in patients suffering from coronary heart disease, and more particularly to the method for analyzing the microRNA expression of a coronary heart disease patient to predict whether the patient is at high risk for major adverse cardiovascular events and/or death.
2. Description of the Prior Arts
Coronary heart disease is the most common disease caused by atherosclerotic degeneration. Due to cholesterol or fat accumulates on the inner wall of arterial blood vessels to form a blood clot, and the blood clot would block the coronary artery and cause heart hypoxia. It causes common cardiovascular symptoms such as chest pain, shortness of breath, upper limb pain, night sweats, and vomiting. If the artery is completely blocked by the blood clot, and then oxygen cannot be transported the heart, which would lead to a heart attack or heart tissue damage.
Patients with coronary heart disease are at a much higher risk of major adverse cardiovascular events and deaths than the average person. It is estimated that patients with coronary heart disease have a risk of major adverse cardiovascular events (MACE) or death of more than 20% within five years. Major adverse cardiovascular events include recurrent angina pectoris, acute myocardial infarction, severe arrhythmia, heart failure, cardiac death, nonfatal myocardial infarction, non-fatal stroke, death from stroke, etc. The main factors are hypertension, diabetes, hyperlipidemia, atrial fibrillation, smoking, and poor living habits.
More than one-third of patients in developing countries die from coronary heart disease, and the average age of the disease is gradually reduced. In addition, the number of deaths from coronary heart disease has increased year by year. According to statistics from the World Health Organization, the number of deaths due to coronary heart disease increased by 40% in 2013 compared with 1990. Patients with coronary heart disease are like an untimely bomb due to patients and their families do not know when it will be diseased or dead and cause great stress.
At present, the methods for diagnosing coronary heart disease include: electrocardiogram, cardiac ultrasound, cardiac tomography and other imaging diagnostic methods and biomarkers. Because there is no biomarker for predicting MACE or death in patients with coronary heart disease currently, patients with coronary heart disease can only be tracked by regular cardiac imaging diagnosis, and a good life style to reduce the incidence of adverse cardiovascular events.
MicroRNA (miRNA) is a ribonucleic acid (RNA) molecule about 21 to 23 nucleotides long and regulates the expression of other genes in eukaryotes widely. miRNA is transcribed from DNA but does not translate into proteins (belonging to non-coding RNA). The miRNA binds to the target messenger ribonucleic acid (mRNA), thereby inhibiting the expression of the gene after transcription, and plays an important role in regulating gene expression, cell cycle, and development timing of the organism. Current research has found that miRNA has many functions, such as cancer markers, early cancer detection biomarkers, and exogenous miRNA that can be detected in the blood. SUMMARY OF THE INVENTION
The object of the present invention is to provide a method for predicting major adverse cardiovascular events and/or death in patients with coronary heart disease by detecting the microRNA expression.
To achieve the above objective, the technical method of the present invention is to analyze the expression amount of at least one target microRNA in the serum of coronary heart disease patients, and the target microRNA is selected from one or any combination of: has-miR-1468, has-miR-1307, has-miR-200c, has-miR-574, has-miR-432, has-miR-3615, has-miR-3605, and has-miR-181a-2. When the expression of target microRNA in the patient is lower than one predetermined value, it indicates that the patient belongs to a high-risk group that will suffer from MACE or death in the future. With the prognostic information provided by this method, clinicians will be able to custom-design a better treatment strategy to improve the clinical outcomes of patients with coronary heart disease.
BRIEF DESCRIPTION OF THE DRAWINGS
FIG. 1 is a comparison diagram of target miRNA expression levels in example 1 of the present invention.
FIG. 2 is a Kaplan-Meier survival analysis diagram of target has-miR-1468 in example 2 of the present invention.
FIG.3 is a Kaplan-Meier survival analysis diagram of target has-miR-1307 superscripted in example 2 of the present invention.
DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS EXAMPLES
Without intent to limit the scope of the invention, exemplary instruments, apparatus, methods and their related results according to the embodiments of the present invention are given below. Note that titles or subtitles may be used in the examples for convenience of a reader, which in no way should limit the scope of the invention. Moreover, certain theories are proposed and disclosed herein; however, in no way they, whether they are right or wrong, should limit the scope of the invention so long as the invention is practiced according to the invention without regard for any particular theory or scheme of action.
Example 1
This example is used to analyzes the difference of microRNA expression in patients with coronary heart disease who have suffered from MACE or death and those who have no MACE, and then to find out detecting biomarker.
Plasma samples were selected from blood sample in the present example as follows.
No MACE: After 5 years of follow-up, the plasma samples from patients with coronary heart disease who have not suffered from major adverse cardiovascular events or death.
Recurrent MACE: After 5 years of follow-up, the plasma samples from patients with coronary heart disease who have suffered from major adverse cardiovascular events or death.
First, the samples of two above groups were analyzed by next-generation sequencing to analyze the type and the expression of miRNA. The results were shown in FIG. 1. The plasma levels of the eight miRNAs were lower in the patients with
MACE or death than those without it. As shown in Table 1, the AUC’s under the cutoff value of eight miRNAs all exceeded 0.64 through ROC curve (AUC), and survival analysis showed all of these were significant negative predictors of MACE or death in patients with coronary heart disease.
Table 1 ' Plasma miRNAs that are significant predictors as cardiovascular events
5 or death in CAD patients
Figure imgf000007_0001
Example 2 Survival test
In this example, the occurrence of MACE or death of the patients with coronary heart disease and the expression of has-miR-1468 and has-miR-1307 in vivo were observed by long-term follow-up and Kaplan-Meier survival analysis.
10 As shown in Fig’s 2 and 3, the coronary heart disease patients with expression of has-miR-1468 and has-miR-1307 lower than the RPKM cut-off value were prone to have MACE or death, and the survival rate of Kaplan-Meier survival analysis decreased significantly via long-term follow-up. Conversely, in the coronary heart disease patients with expression of has-miR-1468 and has-miR-1307 higher than the 15 RPKM cut-off value, the physiological conditions were stable. Therefore, the expressions of these target miRNAs compared with their RPKM cut-off value could be used as a basis for predicting whether a MACE or death would occur in patients with coronary heart disease.
In summary, the expressions of the target miRNAs found in the present embodiment in patients with coronary heart disease were related to the major adverse cardiovascular events and death. In the patients with coronary heart disease, those with expression of single or multiple miRNAs lower than RPKM cut-off values would have higher risk for future MACE or death. Thus, the single or combined target miRNAs of the present invention could be used to predict the risk of MACE or death in the future. That is to say, the method proposed by the present invention has important values for clinical decision making and patient care.
The experimental methods of miRNA expression detection were not limited to the following: reverse transcriptase-polymerase chain reaction (RT-PCR), quantitative real-time PCR (qPCR), digital droplet PCR (ddPCR), microarray, serial analysis of gene expression (SAGE), next-generation RNA sequencing, massively parallel signature sequencing (MPSS), ELISA, in situ hybridization (ISH), mass spectrometry (MS), RNA pull-down, and single nucleotide polymorphisms (SNPs).

Claims

WHAT IS CLAIMED IS:
1. A method for predicting the occurrence of major adverse cardiovascular events and/or death in patients suffering from coronary heart disease comprising: detecting the expression amount of at least one target microRNA (miRNA) of a sample of a patient with coronary heart disease, wherein the target miRNA is selected from one or any combination of has-miR-1468, has-miR-1307, has-miR-200c, has-miR-574, has-miR-432, has-miR-3615, has-miR-3605, and has-miR-181a-2; and, when the expression of target miRNA in the coronary heart disease patient is lower than a predetermined value, the patient belongs to a high-risk group that will suffer from major adverse cardiovascular events and/or death.
2. The method of claim 1, wherein the predetermined value is a RPKM cutoff value generated by comparing and calculating the target miRNA expression in the blood sample of the coronary heart disease patients with MACE or death and those without it.
3. The method of claim 1, wherein the expressions of the target miRNAs are quantified using one of the following methodologies: Next-generation sequencing, reverse transcriptase-polymerase chain reaction (RT-PCR), quantitative real-time PCR (qPCR), digital droplet PCR (ddPCR), microarray, serial analysis of gene expression (SAGE) ), next-generation RNA sequencing, massively parallel signature sequencing (MPSS), ELISA, in situ hybridization (ISH), mass spectrometry (MS), RNA pull-down, and single nucleotide polymorphisms (SNPs).
4. The method of claim 2, wherein the expressions of the target miRNAs are quantified using one of the following methodologies: Next-generation sequencing, reverse transcriptase-polymerase chain reaction (RT-PCR), quantitative real-time PCR (qPCR), digital droplet PCR (ddPCR), microarray, serial analysis of gene expression (SAGE) ), next-generation RNA sequencing, massively parallel signature sequencing (MPSS), ELISA, in situ hybridization (ISH), mass spectrometry (MS), RNA pull-down, and single nucleotide polymorphisms (SNPs).
PCT/US2019/014084 2019-01-17 2019-01-17 Methods for predicting major adverse cardiovascular events and/or death in patients with coronary heart disease WO2020149846A1 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
PCT/US2019/014084 WO2020149846A1 (en) 2019-01-17 2019-01-17 Methods for predicting major adverse cardiovascular events and/or death in patients with coronary heart disease

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/US2019/014084 WO2020149846A1 (en) 2019-01-17 2019-01-17 Methods for predicting major adverse cardiovascular events and/or death in patients with coronary heart disease

Publications (1)

Publication Number Publication Date
WO2020149846A1 true WO2020149846A1 (en) 2020-07-23

Family

ID=71614267

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US2019/014084 WO2020149846A1 (en) 2019-01-17 2019-01-17 Methods for predicting major adverse cardiovascular events and/or death in patients with coronary heart disease

Country Status (1)

Country Link
WO (1) WO2020149846A1 (en)

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20150064704A1 (en) * 2012-04-04 2015-03-05 Comprehensive Biomarker Center Gmbh Complex sets of mirnas as non-invasive biomarkers for early diagnosis of acute myocardial infarction
US20160251720A1 (en) * 2013-11-01 2016-09-01 The Trustees Of Columbia University In The City New York MicroRNA PROFILES IN HEART FAILURE: METHODS AND SYSTEMS FOR DETECTION AND USE

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20150064704A1 (en) * 2012-04-04 2015-03-05 Comprehensive Biomarker Center Gmbh Complex sets of mirnas as non-invasive biomarkers for early diagnosis of acute myocardial infarction
US20160251720A1 (en) * 2013-11-01 2016-09-01 The Trustees Of Columbia University In The City New York MicroRNA PROFILES IN HEART FAILURE: METHODS AND SYSTEMS FOR DETECTION AND USE

Non-Patent Citations (6)

* Cited by examiner, † Cited by third party
Title
JAKOB ET AL.: "Profiling and validation of circulating microRNAs for cardiovascular events in presenting with ST-segment elevation myocardial infarction", EUR HEART J., vol. 38, no. 7, 2017, pages 511 - 515, XP055725691 *
LIN ET AL.: "Massively Parallel Signature Sequencing and Bioinformatics Analysis Identifies Up- Regulation of TGFBI and SOX4 in Human Glioblastoma", PLOS ONE, vol. 5, no. 4, 2010, pages 1 - 12, XP055725709 *
LUKOWSKI ET AL.: "Integrated analysis of mRNA and miRNA expression in response to interleukin-6 in hepatocytes.", GENOMICS, vol. 106, no. 2, 2015, pages 107 - 15, XP055725699 *
RUKOV ET AL.: "Effect of chronic uremia on the transcriptional profile of the calcified aorta analyzed by RNA sequencing.", AM J PHYSIOL RENAL PHYSIOL., vol. 310, no. 6, pages F477 - 91, XP055725705 *
TANG ET AL.: "Plasma miR-142 predicts major adverse cardiovascular events as an intermediate biomarker of dual antiplatelet therapy", ACTA PHARMACOL SIN, vol. 40, no. 2, 2019, pages 208 - 215, XP036672673, DOI: 10.1038/s41401-018-0041-7 *
ZAWADA ET AL.: "Massive analysis of cDNA ends (MACE) and miRNA expression profiling identifies proatherogenic pathways in chronic kidney disease", EPIGENETICS, vol. 9, no. 1, 2014, pages 161 - 72, XP055725712 *

Similar Documents

Publication Publication Date Title
JP7336792B2 (en) Methods of diagnosis and prognosis of chronic heart failure
JP2023528777A (en) Method for detecting donor-derived cell-free DNA
Lin et al. Serum circulating miR-150 is a predictor of post-acute myocardial infarction heart failure
CN104988216B (en) The relevant serum miRNA of chronic heart failure and its application
CN112442535A (en) Molecular typing and survival risk gene group of primary lung adenocarcinoma, diagnostic product and application
CN113012761B (en) Method and device for constructing stroke polygene genetic risk comprehensive score and application
CN109295204B (en) Peripheral blood mononuclear cell annular RNAs for diagnosing coronary heart disease and related application
US20210254164A1 (en) Polygenic risk scores for predicting disease complications and/or response to therapy
WO2014187884A2 (en) Mirnas as non-invasive biomarkers for heart failure
Li et al. Identification of type 2 diabetes based on a ten-gene biomarker prediction model constructed using a support vector machine algorithm
Archer et al. Pretransplant kidney transcriptome captures intrinsic donor organ quality and predicts 24-month outcomes
CN104630339B (en) Circulation miRNAs and its application for acute coronary syndrome early diagnosis
WO2020149846A1 (en) Methods for predicting major adverse cardiovascular events and/or death in patients with coronary heart disease
CN113643753B (en) Multi-gene genetic risk scoring and combined clinical risk assessment application of coronary heart disease
Vandenberk et al. Repolarization abnormalities on admission predict 1-year outcome in COVID-19 patients
Kirkels et al. The added value of abnormal regional myocardial function for risk prediction in arrhythmogenic right ventricular cardiomyopathy
CN115261454A (en) Novel let-7d-5p and miR-140-5p biomarker panel diagnosis method
JP2023526858A (en) Detection and treatment of conditions characterized by hypoperfusion
US20180299428A1 (en) Method for prognosing adverse cardiovascular outcome in patients with coronary artery diseases
Sood Developing RNA diagnostics for studying healthy human ageing
RU2751412C1 (en) Method for predicting the risk of death in patients with myocardial infarction at working age
KR102408067B1 (en) Method for providing information for predicting prognosis of acute coronary syndrome and composition therefor
Воронюк et al. ASSOCIATION OF THE ALLELIC STATE OF THE GNB3 (RS5443) AND AGT (RS4762) GENES WITH ANTHROPOMETRIC, ME TABOLIC-HORMONAL PARAMETERS AND INDICATORS OF MINERAL METABOLISM IN PATIENTS WITH ESSENTIAL ARTERIAL HYPERTENSION
CN107058475B (en) Kit for diagnosing acute mountain sickness by combining miR-676, miR-181b and miR-193b
Santos et al. Overview of Hypertrophic Cardiomyopathy (HCM) genomics and transcriptomics: molecular tools in HCM assessment for application in clinical medicine

Legal Events

Date Code Title Description
121 Ep: the epo has been informed by wipo that ep was designated in this application

Ref document number: 19910241

Country of ref document: EP

Kind code of ref document: A1

NENP Non-entry into the national phase

Ref country code: DE

122 Ep: pct application non-entry in european phase

Ref document number: 19910241

Country of ref document: EP

Kind code of ref document: A1