Cardiology Module

Cardio validation

Cardiovascular modeling approach

Our modeling approach employs a bottom-up strategy, starting from the subcellular level and extending to the organ level. Using a mechanistic methodology, we model crucial cardiovascular physiological parameters and structures. These models are then integrated with other organ systems to create a comprehensive whole-human simulation. The parameters are dynamic and change in real time, providing the flexibility needed to simulate cardiovascular physiology and pathophysiology


AIBODY's unique modeling approach ensures a detailed and accurate representation of cardiovascular function within a whole-body context

Features

Coronary Map

The heart's blood supply comes from three main arteries: the right coronary artery (RCA), the left anterior descending artery (LAD), and the left circumflex artery (LCX).

• Right Coronary Artery (RCA): Primarily supplies blood to the right ventricle, parts of the septum, and the inferior wall.

• Left Anterior Descending Artery (LAD): Predominantly supplies the anterior wall and apex, with some overlap in perfusion areas.

• Left Circumflex Artery (LCX): Mainly perfuses the lateral wall and parts of the inferior wall.

AIBODY is capable of modeling and calculating the volumes (in blue) and pressures (in black) of all major coronary arteries, as depicted in the image above.

Coronary Map

Electrocardiogram

The ECG component within AIBODY generates the ECG waveform to based upon our cellular modelling of physiology and pathophysiology for the supported heart rhythms and arrhythmias.

Electrocardiogram

Cardiovascular Pharmacology

Within the AIBODY cardiology module, we can simulate the pharmacokinetic and pharmacodynamic effects of a select number of drugs relevant to specific pathologies, such as ventricular tachycardia. By adjusting the dosage, corresponding changes in the ECG and clinical observations will occur, depending on the pathology.

Here is the list of drugs available for simulation:

 • Lidocaine

 • Amiodarone

Cardiovascular Pharmacology

Interventions

Defibrillation is a critical medical procedure used to treat life-threatening cardiac arrhythmias, specifically ventricular fibrillation and pulseless ventricular tachycardia. This procedure involves delivering an electric current to the heart via a defibrillator device. The electric shock depolarizes the heart muscles, allowing the sino-atrial (SA) node to restore normal sinus rhythm.

In the AIBODY main module, we can simulate a variety of arrhythmias and the effects of defibrillation at specific voltages. These simulations include the resulting physiological changes and their impact, as demonstrated in the images below.

Interventions-1Interventions-2

Myocardial Infarction

Myocardial infarction (MI) is pathologically defined as the death of myocardial cells due to prolonged ischemia.  Within the AIBODY Cardio module we can simulate myocardial infarction based upon different coronary artery by selecting the specific distribution and the applying a specific percentage of occlusion of those coronary arteries. 

We simulate the exact changes that occur as a result of myocardial infarction from visualisations of those changes in the 3D model to the ECG changes occurring in real-time.

List of available infarction simulations:

Inferior
Antero-Lateral
Apical
Antero-septal
Posterior

Inferior MI

Inferior myocardial infarction involves the inferior wall of the left ventricle, which is typically supplied by the right coronary artery (RCA) or, in some cases, the left circumflex artery (LCx). 

Occlusion of the right coronary artery cause typically causes ST segment changes in the inferior leads (II, III, and aVF) 

Inferior-MIInferior MI - 2
Inferior-MI-1
Inferior-MI-2

Figure 1: Inferior wall myocardial infarction due to occlusion of the right coronary artery. ST segment elevation in the inferior leads. Notice the reciprocal ST depression in aVL 4

On the AIBODY map of the coronary arteries, we see the specific changes in blood volume (highlighted in circles), which indicates the presence of coronary artery occlusion. 

Coronary-System-Map-Inferior-MI (1)

Anterolateral MI

Anterolateral myocardial infarction involves the anterior and lateral walls of the left ventricle, which are typically supplied by the left anterior descending (LAD) artery and the left circumflex (LCx) artery. 

Acute anterolateral myocardial infarction refers to ST segment changes within the precordial leads V1–V6 in addition to leads I and aVL.

Antero-Lateral-MIAnterlateral-MI-area
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image-175
Figure 2: Acute anterolateral MI is recongnized by ST segment elevation in leads I, aVL and the precordial leads overlying the anterior and lateral surfaces of the heart (V3 - V6) 6

On the AIBODY map of the coronary arteries, we see the specific changes in blood volume (highlighted in circles), which indicates the presence of coronary artery occlusion. 

Coronary-System-Map-Anterolateral-MI (1)

Apical MI

Apical myocardial infarction affects the apex of the heart, a region that can be supplied by multiple coronary arteries, including the distal left anterior descending (LAD) artery, the left circumflex (LCx) artery, or the right coronary artery (RCA), depending on the coronary anatomy and dominance.

A mid-left anterior descending artery occlusion produces an "apical MI" pattern, characterized by:
  •  ST-segment elevation in precordial leads V3-6.
  •  ST-segment elevation in most of the limb leads.
  •  ST-segment elevation in lead II greater than in lead III.
  •  ST-segment elevation in both leads III and aVL, typically showing reciprocal changes.

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ecg enhanced
Figure 3: The ST elevation from V2 to V5−6 with ST elevated in II, III, and aVF. 11
 

On the AIBODY map of the coronary arteries, we see the specific changes in blood volume (highlighted in circles), which indicates the presence of coronary artery occlusion. 

image (12)

Anteroseptal MI

Anteroseptal myocardial infarction (MI) involves the anterior and septal regions of the left ventricle, which are primarily supplied by the left anterior descending (LAD) artery. 

An infarct produced by insufficient blood flow via the left anterior descending (LAD) coronary artery and limited to the septal quadrant  is termed an “anteroseptal infarct.” When the infarct extends into the anterior quadrant  and/or into the apical segments of other quadrants, it is commonly referred to as an “extensive anterior” infarct.   

Anteroseptal MI on ECG usually is characterized by the presence of ST-elevations in V1-V3 leads acutely followed by the development of Q waves in V1-V3 precordial leads. 

photo_6136514101770306839_xphoto_6136514101770306840_x
Anteroseptal-MI-ECG
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Figure 4: The pattern indicates prior infarction of the anteroseptal and lateral walls 2

On the AIBODY map of the coronary arteries, we see the specific changes in blood volume (highlighted in circles), which indicates the presence of coronary artery occlusion. 

Coronary-System-Map-Anteroseptal-MI (1)

Posterior MI

Posterior myocardial infarction affects the posterior wall of the left ventricle, which is typically supplied by the posterior descending artery (PDA), a branch of either the right coronary artery (RCA) or, less commonly, the left circumflex artery (LCx). 

Posterior wall ST-elevation myocardial infarction commonly occurs as a complication (or extension) of acute inferior wall STEMI. ST-segment depressions appear in the right precordial leads (V1, V2 and V3) with ST-segment elevations in the posterior leads (V7-V9). The precordial ST-segment depressions are the “mirror image” of ST-segment elevations over the posterior left ventricular wall. The culprit infarct-related artery is usually the right coronary artery (RCA) or, less often, the left circumflex artery (LCA).  

Posterior-MIPosterior-MI-Area
Posterior-MI-ECG
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Figure 5: Typical appearance of posterior infarction in V2 3

On the AIBODY map of the coronary arteries, we see the specific changes in blood volume (highlighted in circles), which indicates the presence of coronary artery occlusion. 

Coronary-System-Map-Posterior-MI (1)

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Angina

Angina is a symptom of coronary artery disease and describes chest pain due to reduced blood flow to the heart. It feels like squeezing, pressure, or heaviness. Angina can be new or recurring and varies by type. 

Stable angina, the most common form, occurs during activity and is relieved by rest or medication. It is predictable and lasts about five minutes or less.
 
AIBODY’s cardio module can simulate various levels of coronary occlusion, showing corresponding changes in coronary perfusion and ECG in both stable and unstable angina. 

Stable Angina

Patients with ACS most commonly present with angina, which patients usually describe as pain, pressure, tightness, or heaviness in the chest, with potential radiation to the jaw or left arm. It may be accompanied by shortness of breath, diaphoresis, nausea, or any combination of the above. The chest pain may be precipitated by exertion and relieved by rest and/or nitroglycerin in the case of stable angina.

Patients with stable angina are diagnosed primarily by clinical assessment alone and in some circumstances non-functional assessment with an exercise ECG may be used instead of functional imaging like a stress echocardiogram.

Within AIBODY we can simulate the exercise ECG investigation with patients with stable angina and their corresponding ECG changes seen below.

Angina-Ex-pic
Angina-VitalsPosterior-MI-ECG-1

Unstable Angina

Unstable angina is a medical emergency with severe, unpredictable chest pain occurring at rest and lasting over 20 minutes, unrelieved by rest or medication. It's part of acute coronary syndromes (ACS), involving myocardial ischemia without necrosis. Within AIBODY cardio module we simulate these pathophysiological processes that give rise to the corresponding ECG changes as seen above in the appropriate sections.

 

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Arrhythmias

Types of available arrhythmia simulations:
Sinus Tachycardia
Ventricular tachycardia

Sinus Tachycardia

Sinus tachycardia is a sinus rhythm of the heart where the heart rate is elevated above 100 bpm in an adult. The sinus node generates action potentials, and these impulses are then distributed through the conduction paths to both atria and ventricles and in sinus tachycardia there is an increased discharge from the sino-atrial node. 

Sinus tachycardia ECG features 22 are characterized by:
  •  Presence of P waves that are upright in leads I, II and aVL, and negative in lead aVR;
  •  Each P wave is followed by a QRS and T waves  
  •  Heart rate of greater than 100 beats per minute
 
Within AIBODY cardiology module we simulate sinus tachycardia at the pathophysiological level and the corresponding ECG changes seen in the images below. 

image-288 (1)
Figure 6: Sinus tachycardia showing characteristic ECG changes 22

Sinus-Tachy-ECG (1)

Ventricular tachycardia

Ventricular Tachycardia (VT) is a broad complex tachycardia which originates from the ventricles. The most common form of ventricular tachycardia is monomorphic VT, which originates from a single focus within the ventricles. Ventricular tachycardia is caused by significant structural heart disease, most commonly coronary artery disease, heart failure and cardiomyopathy.  

We simulate monomorphic ventricular tachycardia within the AIBODY module as seen in the images below.

image-290 (1)
Figure 7: Monomorphic VT: Regular, broad complex tachycardia. 21
 
Ventr-Tachy-ECG-2 (1)

References

1. The significance of ST‐elevation in aVL in anterolateral myocardial infarction: An assessment by cardiac magnetic resonance imaging - PMC [Internet]. [cited 2024 Jun 17]. 

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5. Bhattarai S, Chhabra L, Hashmi MF, Willoughby C. Anteroseptal Myocardial Infarction. In: StatPearls [Internet]. Treasure Island (FL): StatPearls Publishing; 2024 [cited 2024 Jun 17].
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7. Ojha N, Dhamoon AS. Myocardial Infarction. In: StatPearls [Internet]. Treasure Island (FL): StatPearls Publishing; 2024 [cited 2024 Jun 17].
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8. Myocardial Infarction: Practice Essentials, Background, Definitions. 2023 Jun 9 [cited 2024 Jun 17];
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9. Acute Myocardial Infarction | New England Journal of Medicine [Internet]. [cited 2024 Jun 17].
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10. Frontmatter. In: The 12-Lead ECG in ST Elevation Myocardial Infarction [Internet]. John Wiley & Sons, Ltd; 2007 [cited 2024 Jun 17]. p. i–ix.
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11. Bayés de Luna A, Fiol-Sala M, Antmann EM. The 12-lead ECG in ST elevation myocardial infarction: a practical approach for clinicians. Malden, Mass.: Blackwell Futura; 2007.

12. Fourth Universal Definition of Myocardial Infarction (2018) | Circulation [Internet]. [cited 2024 Jun 19].
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13. Lowenstein SR. Critical Cases in Electrocardiography: An Annotated Atlas of Don’t-Miss ECGs for Emergency Medicine and Critical Care [Internet]. 1st ed. Cambridge University Press; 2018 [cited 2024 Jun 19].
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14. Marzilli M, Crea F, Morrone D, Bonow RO, Brown DL, Camici PG, et al. Myocardial ischemia: From disease to syndrome. International Journal of Cardiology. 2020 Sep 1;314:32–5.

15. Rezende PC, Ribas FF, Serrano CV, Hueb W. Clinical significance of chronic myocardial ischemia in coronary artery disease patients. J Thorac Dis. 2019 Mar;11(3):1005–15.

16. Myocardial Ischemia - Nuclear Medicine and Risk Stratification: Practice Essentials... [Internet]. [cited 2024 Jun 18].
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17. Burns E, Cadogan M, Cadogan EB and M. Myocardial Ischaemia [Internet]. Life in the Fast Lane • LITFL. 2020 [cited 2024 Jun 17].
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18. 2012 ACCF/AHA/ACP/AATS/PCNA/SCAI/STS Guideline for the Diagnosis and Management of Patients With Stable Ischemic Heart Disease | Circulation [Internet]. [cited 2024 Jun 17].
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19. Neeland IJ, Sulistio MS, Stoller D, de Lemos JA, Atkins JM, McGuire DK. Electrocardiographic patterns of proximal left anterior descending artery occlusion in ST-elevation myocardial infarction may be modified by three-vessel coronary artery disease. J Electrocardiol. 2012 May;45(3):272–6.

20. Foth C, Gangwani MK, Ahmed I, Alvey H. Ventricular Tachycardia. In: StatPearls [Internet]. Treasure Island (FL): StatPearls Publishing; 2024 [cited 2024 Jun 17].
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21. Buttner R, Burns E, Burns RB and E. Ventricular Tachycardia – Monomorphic VT [Internet]. Life in the Fast Lane • LITFL. 2018 [cited 2024 Jun 17].
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22. Burns E, Buttner R, Buttner EB and R. Sinus tachycardia [Internet]. Life in the Fast Lane • LITFL. 2018 [cited 2024 Jun 17].
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23. Buttner R. Inappropriate Sinus Tachycardia (IST) [Internet]. Life in the Fast Lane • LITFL. 2020 [cited 2024 Jun 17].
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24. Henning A, Krawiec C. Sinus Tachycardia. In: StatPearls [Internet]. Treasure Island (FL): StatPearls Publishing; 2024 [cited 2024 Jun 17].
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25. Sinus Tachycardia: A Multidisciplinary Expert Focused Review - PMC [Internet]. [cited 2024 Jun 17].
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26. Hafeez Y, Quintanilla Rodriguez BS, Ahmed I, Grossman SA. Paroxysmal Supraventricular Tachycardia. In: StatPearls [Internet]. Treasure Island (FL): StatPearls Publishing; 2024 [cited 2024 Jun 17].
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27. Rousan TA, Thadani U. Stable Angina Medical Therapy Management Guidelines: A Critical Review of Guidelines from the European Society of Cardiology and National Institute for Health and Care Excellence. Eur Cardiol. 2019 Apr;14(1):18–22.

28. Angina. In: Wikipedia [Internet]. 2024 [cited 2024 Jun 18].
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29. Unstable Angina - StatPearls - NCBI Bookshelf [Internet]. [cited 2024 Jun 18].
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30. Unstable Angina Workup: Approach Considerations, Basic Blood Studies, Cardiac Biomarkers [Internet]. [cited 2024 Jun 18].
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