Others titles

  • Prognostic Value of Dobutamine Stress Echocardiography
  • Predicting Cardiac Events using Dobutamine Stress Echocardiography

Keywords

  • Echocardiogram
  • Heart Stress Test
  • Dobutamine Stress Test
  • Heart Echo
  • Stress Echo
  • Myocardial Infarction
  • Bypass Surgery
  • Dobutamine
  • Coronary Artery Disease
  • Stress Echocardiography

Dobutamine Stress Echocardiography Data

The dataset contains the complete data for the final study population for the Dobutamine Stress Echocardiography test which includes 558 subjects and 31 variables.

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Description

This dataset was provided by Alan Garfinkel from the University of California, Los Angeles, Department of Physiology. This dataset came from a study which seeks to determine if a drug called “Dobutamine” can be used effectively in a test to measure a patient’s risk of having a heart attack or cardiac event. Cardiac events predicted in this study are categorized into the following: myocardial infarction (MI), revascularization by percutaneous transluminal coronary angioplasty (PTCA), coronary artery bypass grafting surgery (CABG) and cardiac death.

The test is called “Stress Echocardiography” which involves raising the patient’s heart rate by exercise such as having the patient run on a treadmill and then various measurements such as heart rate, blood pressure, and other measurements of the heart are taken after. However, this test is often used in younger patients only but not for older patients who can’t take the stress of hard exercises. In order to assess risk for older patients, stress is placed on the heart before taking the relevant measurements such as giving the drug Dobutamine.

Hence, this study was conducted partly to determine if the stress echocardiography test is still effective in predicting cardiac events when the stress on the heart was produced by Dobutamine instead of exercise. More importantly, this study sought to determine which measurements during the stress echocardiography test were most helpful in predicting cardiac event over the next year.

About this Dataset

Data Info

Date Created

2003-05-18

Last Modified

2003-05-18

Version

2003-05-18

Update Frequency

Never

Temporal Coverage

1999

Spatial Coverage

United States

Source

John Snow Labs; Department of Biostatistics, Vanderbilt University; Department of Physiology, University of California, Los Angeles;

Source License URL

Source License Requirements

N/A

Source Citation

Garfinkel, Alan, et. al. "Prognostic Value of Dobutamine Stress Echocardiography in Predicting Cardiac Events in Patients With Known or Suspected Coronary Artery Disease." Journal of the American College of Cardiology 33.3 (1999) 708-16.

Keywords

Echocardiogram, Heart Stress Test, Dobutamine Stress Test, Heart Echo, Stress Echo, Myocardial Infarction, Bypass Surgery, Dobutamine, Coronary Artery Disease, Stress Echocardiography

Other Titles

Prognostic Value of Dobutamine Stress Echocardiography, Predicting Cardiac Events using Dobutamine Stress Echocardiography

Data Fields

Name Description Type Constraints
SubjectSubject or the final study population which included 220 men and 338 women.integerrequired : 1level : Ratio
Basal_Heart_RateBasal heart rate measured in bpmintegerlevel : Ratio
Basal_Blood_PressureBasal blood pressure measured in mmHgintegerlevel : Ratio
Product_of_Basal_Heart_Rate_Basal_Blood_PressureBasal double product of basal heart rate and basal blood pressureintegerlevel : Ratio
Peak_Heart_RatePeak heart rate measured in mmHgintegerlevel : Ratio
Systolic_Blood_PressureSystolic blood pressure in mmHgintegerlevel : Ratio
Product_of_Peak_Heart_Rate_Systolic_Blood_PressureDouble product of peak heart rate and systolic blood pressureintegerlevel : Ratio
Dose_of_DobutamineDose of dobutamine given in milligrams (mg)integerlevel : Ratio
Maximum_Heart_Rateintegerlevel : Ratio
Percent_Maximum_Predicted_Heart_RatePercent maximum predicted heart rate achievedintegerlevel : Ratio
Maximum_Blood_Pressureintegerlevel : Ratio
Double_Product_On_Maximum_Dobutamine_DoseDouble product on max dobutamine doseintegerlevel : Ratio
Dobutamine_Dose_at_Maximum_Double_ProductDobutamine dose at max double productintegerlevel : Ratio
AgeAge of the subjectsintegerlevel : Ratio
GenderGender of subjects, either male or femalestring-
Baseline_Cardiac_Ejection_FractionBaseline cardiac ejection fraction in percentintegerlevel : Ratio
Ejection_Fraction_On_DobutamineEjection fraction on dobutamine in percentintegerlevel : Ratio
Is_Chest_Pain_ExperiencedIf chest pain was experienced; Note that, contrary to statistical convention, a "1" means that the patient DID NOT suffer the corresponding cardiac event labeled as false, and a "0" means that he DID label as true.boolean-
Is_Resting_Wall_Motion_Abnormality_SeenIf cardiologist sees wall motion abnormality on echocardiogram; Note that, contrary to statistical convention, a "1" means that the patient DID NOT suffer the corresponding cardiac event labeled as false, and a "0" means that he DID label as true.boolean-
Is_Positive_Stress_EchocardiogramIf stress echocardiogram was positive; Note that, contrary to statistical convention, a "1" means that the patient DID NOT suffer the corresponding cardiac event labeled as false, and a "0" means that he DID label as true.boolean-
Is_New_Myocardial_InfarctionIf new myocardial infarction, or heart attack was experienced; Note that, contrary to statistical convention, a "1" means that the patient DID NOT suffer the corresponding cardiac event labeled as false, and a "0" means that he DID label as true.boolean-
Is_Recent_AngioplastyIf recent angioplasty was undergone by subject; Note that, contrary to statistical convention, a "1" means that the patient DID NOT suffer the corresponding cardiac event labeled as false, and a "0" means that he DID label as true.boolean-
Is_Recent_Bypass_SurgeryIf recent bypass surgery was undergone by subject; Note that, contrary to statistical convention, a "1" means that the patient DID NOT suffer the corresponding cardiac event labeled as false, and a "0" means that he DID label as true.boolean-
Is_DeathIf subject died; Note that, contrary to statistical convention, a "1" means that the patient DID NOT suffer the corresponding cardiac event labeled as false, and a "0" means that he DID label as true.boolean-
Is_History_of_HypertensionIf with or without a history of hypertension; Note that, contrary to statistical convention, a "1" means that the patient DID NOT suffer the corresponding cardiac event labeled as false, and a "0" means that he DID label as true.boolean-
Is_History_of_DiabetesIf with or without a history of diabetes; Note that, contrary to statistical convention, a "1" means that the patient DID NOT suffer the corresponding cardiac event labeled as false, and a "0" means that he DID label as true.boolean-
Is_History_of_SmokingIf with or without a history of smoking either heavy, moderate or non-smoker; Note that, contrary to statistical convention, a "1" means that the patient DID NOT suffer the corresponding cardiac event labeled as false, and a "0" means that he DID label as true.string-
Is_History_of_Myocardial_InfarctionIf with or without a history of myocardial infarction; Note that, contrary to statistical convention, a "1" means that the patient DID NOT suffer the corresponding cardiac event labeled as false, and a "0" means that he DID label as true.boolean-
Is_History_of_AngioplastyIf with or without a history of angioplasty; Note that, contrary to statistical convention, a "1" means that the patient DID NOT suffer the corresponding cardiac event labeled as false, and a "0" means that he DID label as true.boolean-
Is_History_of_Coronary_Artery_Bypass_SurgeryIf with or without a history of coronary artery bypass surgery; Note that, contrary to statistical convention, a "1" means that the patient DID NOT suffer the corresponding cardiac event labeled as false, and a "0" means that he DID label as true.boolean-
Is_Any_EventIf outcome variable is positive where any event is defined as "death or new myocardial infarction or recent angioplasty or recent bypass surgery; Note that, contrary to statistical convention, a "1" means that the patient DID NOT suffer the corresponding cardiac event labeled as false, and a "0" means that he DID label as true.boolean-
Baseline_Electrocardiogram_DiagnosisBaseline electrocardiogram diagnosis, either normal, equivocal or myocardial infarction; Note that, contrary to statistical convention, a "1" means that the patient DID NOT suffer the corresponding cardiac event labeled as false, and a "0" means that he DID label as true.string-

Data Preview

SubjectBasal_Heart_RateBasal_Blood_PressureProduct_of_Basal_Heart_Rate_Basal_Blood_PressurePeak_Heart_RateSystolic_Blood_PressureProduct_of_Peak_Heart_Rate_Systolic_Blood_PressureDose_of_DobutamineMaximum_Heart_RatePercent_Maximum_Predicted_Heart_RateMaximum_Blood_PressureDouble_Product_On_Maximum_Dobutamine_DoseDobutamine_Dose_at_Maximum_Double_ProductAgeGenderBaseline_Cardiac_Ejection_FractionEjection_Fraction_On_DobutamineIs_Chest_Pain_ExperiencedIs_Resting_Wall_Motion_Abnormality_SeenIs_Positive_Stress_EchocardiogramIs_New_Myocardial_InfarctionIs_Recent_AngioplastyIs_Recent_Bypass_SurgeryIs_DeathIs_History_of_HypertensionIs_History_of_DiabetesIs_History_of_SmokingIs_History_of_Myocardial_InfarctionIs_History_of_AngioplastyIs_History_of_Coronary_Artery_Bypass_SurgeryIs_Any_EventBaseline_Electrocardiogram_Diagnosis
42167124830881118955840815611895584075male6065truefalsetruetruetruetruetruetruetrueheavytruetruetruetruenormal
50155136748052161837240583816193384068male4540truetruefalsetruetruetruetruefalsetrueheavytruetruetruetruenormal
42475120900013396127683513310096127683587male6070truetruetruetruetruetruetruetruetrueheavytruetruetruetruenormal
43099989702124108133923012468108133923038male6676truetruetruetruetruetruetruetruetrueheavytruetruetruetruenormal
4499112010920154160246404014581200290002540male3245truetruetruetruetruetruetruefalsefalseheavytruetruetruetrueMI
4966612079208516013600408551160136004054male7483truetruetruetruetruetruetruefalsetrueheavytruetruetruetruenormal
32942130546080115920040674314899164065male5565truetruetruetruetruetruetruefalsetruemoderatetruetruetruetruenormal
3385890522076110836040764311083604045male5765truefalsetruetruetruetruetruefalsetruemoderatetruetruetruetruenormal
37156140784085605100258459140117601577female5564falsetruefalsetruetruetruetruefalsetruemoderatetruetruetruetrueMI
41360885280112174194884011271174194884062male5070truefalsetruetruetruetruetruetruetrueheavytruetruetruetruenormal