Postoperative complications of coronary artery bypass grafting: a narrative review on pathophysiology, management strategies, and the emerging role of artificial intelligence
Review Article

Postoperative complications of coronary artery bypass grafting: a narrative review on pathophysiology, management strategies, and the emerging role of artificial intelligence

Rohan Kumar1, Fadi Ali Jamaleddin Ahmad2, Mayyas Al Sheikh Fattouh3, Iqrah Aalia Issimdar4, Aneek Ghosh5, Amin Omer Amin Ahmed6, Youssef El Soussi7, G. A. Chathra Erandi8, Jayalekshmi Leena9, Khaled Abu Hejleh10, Maneeth Mylavarapu11 ORCID logo

1Royal College of Surgeons in Ireland, Dublin, Ireland; 2American University of the Caribbean Medical School, Cupecoy, Sint Maarten; 3Altinbas University, Istanbul, Turkey; 4University College Dublin, Dublin, Ireland; 5Nazareth Hospital, Philadelphia, PA, USA; 6Sudan International University, Khartoum, Sudan; 7University of Sharjah, Sharjah, United Arab Emirates; 8Faculty of Medicine, University of Colombo, Colombo, Sri Lanka; 9Dr. Somervell Memorial CSI Medical College, Karakonam, India; 10Washington University of Health and Science, Chicago, IL, USA; 11Endeavor Health Cardiovascular Institute, Glenview, IL, USA

Contributions: (I) Conception and design: FA Jamaleddin Ahmad, M Mylavarapu; (II) Administrative support: FA Jamaleddin Ahmad, M Mylavarapu; (III) Provision of study materials or patients: None; (IV) Collection and assembly of data: All authors; (V) Data analysis and interpretation: All authors; (VI) Manuscript writing: All authors; (VII) Final approval of manuscript: All authors.

Correspondence to: Maneeth Mylavarapu, MBBS, MPH. Endeavor Health Cardiovascular Institute, 2100 Pfingsten Rd., Glenview, IL 60026, USA. Email: dr.maneeth.mylavarapu@gmail.com; maneeth.mylavarapu@endeavorhealth.org.

Background and Objective: Coronary artery bypass grafting (CABG) remains a vital treatment option for high-risk patients with advanced coronary artery disease, especially those with multivessel disease, extensive left main disease, or refractory angina. While CABG effectively lowers long-term mortality and morbidity, it is still associated with many postoperative complications that can hinder recovery and affect quality of life. This review aims to thoroughly explore risk factors, prevention, and management strategies of major postoperative complications after CABG, categorized by physiological systems.

Methods: A comprehensive literature review was conducted on PubMed and Google Scholar from January 1, 2005, to August 6, 2025, without applying filters, but only including English-language publications, to gather a wide range of studies. Full texts were chosen based on set criteria, followed by a qualitative analysis to identify common themes, results, and gaps.

Key Content and Findings: Post-CABG complications span neurological, cardiac, pulmonary, renal, gastrointestinal/hepatobiliary, infectious, endocrine, and psychosocial domains. Across systems, consistently identified significant risk factors include advanced age, diabetes, renal dysfunction, prolonged cardiopulmonary bypass time, prior stroke, chronic obstructive pulmonary disease (COPD), and impaired left ventricular (LV) function. Effective preventive strategies included optimized glycemic control, early mobilization and rehabilitation, targeted use of anti-inflammatory and antioxidant therapies, prophylactic amiodarone or magnesium for atrial fibrillation (AF), strict infection-control measures, renal-protective protocols, and multimodal pain management. Recently, artificial intelligence (AI)-based tools, including machine learning models for predicting acute kidney injury, delirium, stroke, arrhythmias, and surgical-site infections, are emerging as promising adjuncts for earlier risk identification and personalized postoperative care.

Conclusions: Post-CABG complications remain across organ systems, emphasizing the need for early risk identification and targeted prevention. Major risk factors include age, diabetes, renal dysfunction, and prolonged bypass time. Multidisciplinary care and emerging AI-based prediction tools may improve individualized risk assessment and postoperative outcomes.

Keywords: Coronary artery bypass grafting (CABG); postoperative complications; risk factors; preventive strategies; artificial intelligence (AI)


Submitted Aug 29, 2025. Accepted for publication Jan 07, 2026. Published online Feb 02, 2026.

doi: 10.21037/cdt-2025-480


Introduction

Coronary artery bypass grafting (CABG) represents a cornerstone of cardiovascular medicine, providing durable revascularization for patients with complex and advanced coronary artery disease (CAD) (1,2). Since its inception, the procedure has evolved significantly, yet it remains the standard of care for specific high-risk cohorts, including those with multivessel disease, significant left main coronary artery stenosis (LMCAS), or refractory angina pectoris unresponsive to optimal medical therapy or percutaneous coronary intervention (PCI) (1-4). Landmark clinical trials have consistently demonstrated its superiority in improving long-term, event-free survival, particularly in patients with diabetes mellitus or complex anatomical disease (5,6). With nearly 400,000 procedures performed annually in the United States alone, its impact on public health is substantial (4). Despite its survival benefits, CABG remains inherently invasive, creating a physiological burden that can precipitate postoperative complications.

The profound physiological insult of CABG, often involving cardiopulmonary bypass (CPB) and cardioplegic arrest, precipitates a complex systemic inflammatory response syndrome (SIRS). This response, coupled with patient-specific comorbidities, creates a high-risk environment for a spectrum of postoperative complications that can affect nearly every organ system (7,8). These adverse events not only increase morbidity and mortality but also prolong hospitalization, escalate healthcare costs, and diminish long-term quality of life (QoL). The management of these risks has traditionally relied on population-based scoring systems and clinical experience. The sheer volume and velocity of perioperative data from genomics and comorbidities to real-time hemodynamic monitoring now present an opportunity to transcend this paradigm. Consequently, this review will also explore the burgeoning role of advanced technologies, such as artificial intelligence (AI), in revolutionizing the prediction and personalized management of these adverse outcomes.

This review provides a comprehensive, systems-based analysis of the major complications following CABG. Existing literature still lacks an integrated, system-level synthesis of post-CABG complications. Prior reviews do not clearly summarize cross-system risk factors, practical prevention strategies, or emerging tools such as AI, leaving essential gaps that this review aims to address (8). By synthesizing this evidence, we aim to highlight the critical need for a multidisciplinary, proactive approach to perioperative care and to frame the integration of advanced analytics as the next frontier in optimizing patient recovery and long-term health. We present this article in accordance with the Narrative Review reporting checklist (available at https://cdt.amegroups.com/article/view/10.21037/cdt-2025-480/rc).


Methodology

A comprehensive literature search was performed by all authors after August 6, 2025 using PubMed and Google Scholar, and articles focused on complications after CABG were selected using combinations of MeSH and free text terms related to “postoperative complications”, “coronary artery bypass grafting”, and specific complications [e.g., atrial fibrillation (AF), stroke, acute kidney injury (AKI), surgical site infection (SSI)], as well as terms related to AI in cardiac surgery. All retrieved titles and abstracts were screened independently by at least two authors, with disagreements resolved through discussion and group consensus. Full-test articles were assessed according to predefined inclusion criteria (human studies, English language, adults aged 19–80 years, CABG-specific content, published 2005–2025) and exclusion criteria (non-CABG studies, pediatric or elderly >80 years of age cohorts, non-peer-reviewed sources). A qualitative synthesis was performed to identify cross-system themes, risk factors, prevention strategies, and evidence gaps. Table 1 summarizes the search strategy. Outcome data are thoroughly presented, meeting the Scale for the Assessment of Narrative Review Articles (SANRA) standards (9).

Table 1

The search strategy summary

Items Specification
Date of search August 6, 2025
Databases and other sources searched PubMed, Google Scholar
Search terms used A combination of the following terms were used:
   • Primary search: (“postoperative complications” OR “adverse events”) AND (“Coronary Artery Bypass Grafting” OR “CABG”)
   • Secondary (specific complications): (“atrial fibrillation” OR “stroke” OR “delirium” OR “acute kidney injury” OR “surgical site infection” OR “pulmonary complications”) AND “CABG”
   • AI-related search: (“Artificial Intelligence” OR “Machine Learning”) AND (“cardiac surgery” OR “CABG”) AND (“complications” OR “outcomes” OR “prediction”)
Timeframe January 1, 2005, to August 6, 2025
Inclusion and exclusion criteria    • Inclusion: human studies, English language, articles published between 2005–2025, and specific age groups (adult: 19–80 years, middle-aged: 45–64 years, aged: 65+ years)
   • Exclusion: non-CABG or non-isolated CABG surgeries, non-peer-reviewed literature, and patients younger than 19 or older than 80 years old
Selection process    • The selection was based on a review of full-text articles against the specified inclusion and exclusion criteria with involvement of all following authors: R.K., F.A.J.A., M.A.S.F., I.A.I., A.G., A.O.A.A., Y.E.S., G.A.C.E., J.L., and K.A.H.

AI, artificial intelligence; CABG, coronary artery bypass grafting; MeSH, Medical Subject Headings; SANRA, Scale for the Assessment of Narrative Review Articles.


Post-operative complications

Neurological complications

Neurological complications after CABG increase morbidity and intensive care unit (ICU) stays and affect long-term outcomes. Postoperative cognitive dysfunction (POCD) and delirium are common, with varying incidence due to different diagnostic criteria and assessment methods (10).

Stroke

The neurological risks of CABG include stroke, which remains common and concerning despite recent declines due to new preoperative preventive strategies (11). About 53% of acute ischemic strokes happen during CABG surgery, posing a significant neurological risk with a 1.4% incidence, often in brain border zones. A history of AF is an early stroke indicator (12). The identified risks of a stroke include limited preoperative preparation time, low body surface area, prior stroke, warfarin use, and surgery performed outside North America (11,12). In diabetic patients, stroke risk factors differ by timing. Within 30 days, risks include previous stroke and warfarin use. After 30 days, risks involve renal insufficiency, high low-density lipoprotein (LDL), and lower diastolic blood pressure (DBP) (13). Stroke prevention strategies before and during CABG improve outcomes. Assessing the aorta for atherosclerosis with palpation, transesophageal echocardiogram (TEE), or endoscopic ultrasound (EUS) reduces stroke risk by enabling surgical adjustments and aiding CABG recovery (11). Off-pump CABG reduces post-op stroke by 20.7% but doesn’t significantly impact mortality in myocardial infarction (MI) (14). Additionally, the level of disability after a stroke, measured by the modified Rankin Scale (0–6), showed that patients with CABG and valve surgery or multiple bypasses experienced worse outcomes, with scores of 5 or higher, emphasizing the need to look into stroke risk in patients undergoing CABG (12).

Delirium and cognitive function

Delirium occurs in 20–52% of patients and is linked to more extended hospital and ICU stays, dementia, lower QoL, and increased mortality, highlighting the importance of early detection (15). Its pathophysiology is multifactorial, involving neuroinflammation, neurotransmitter imbalances, microvascular ischemia, and perioperative factors such as exposure to CPB (15). A randomized controlled trial shows neuroprotective agents like gastrodin safely reduce delirium and POCD, improving outcomes after CABG. A dose of 600 mg twice daily is notably effective (15). Regarding cognitive decline, donepezil shows slight promise. In post-CABG mild cognitive decline, it didn’t improve overall cognitive performance but enhanced specific memory aspects (16).

Depression

Psychological issues like depression are increasingly recognized after CABG. Statins, especially simvastatin, show better antidepressant effects than atorvastatin in patients with mild to moderate depression post-CABG, indicating neuropsychiatric benefits beyond lipid control (17).

Fatigue and pain

Fatigue and pain after CABG result from medications, morbidities, risk factors, and surgery. Postoperative pain and fatigue, which can hinder neurological recovery, are effectively managed with regional anesthesia like pectointercostal fascial block (PIFB). In elderly off-pump CABG patients, PIFB reduces pain, opioid use, and fatigue and speeds recovery, potentially improving neurological outcomes (18). A study has shown that fatigue after CABG is significantly reduced by taking vitamin C and omega-3 fatty acids (19). Aerobic training in low-risk post-CABG patients improves responses to the head-up tilt test, serving as a diagnostic for fatigue by maintaining sympathovagal balance, ensuring brain blood flow, and reducing fatigue (20).

Cardiac complications

After CABG, complications like graft failure, MI, and arrhythmias can impact patients’ health, mortality, and QoL. Robotic cardiac surgery avoids sternotomy, providing minimally invasive access that may reduce trauma and enhance recovery. Major centers like the Cleveland Clinic and Emory report feasibility, low complications, high valve repair success, and few sternotomy conversions. Meta-analyses show robotic CABG has similar mortality and adverse event rates as traditional methods, with potential benefits like fewer wound infections and shorter hospital stays (21). Table 2 highlights the cardiac complications, risks, management, and screening methods.

Table 2

Post CABG—cardiac complications

Complication Risks Management (with risk/benefit) Screening
MI    - Graft occlusion
- Heart failure
- LV dysfunction
- Ischemia
- Stroke
- Renal dysfunction
- Increased mortality
- Elevated CK-MB or troponins
   - PCI or redo CABG: CABG is preferred in diabetes/multivessel disease due to superior outcomes
- MMPOC protocol: uses anesthetics, bradykinin, adenosine, opioids, insulin, erythropoietin, and statins to improve LV function and reduce ischemia
   - ECG, echo, cardiac enzymes
- No specific screening guidelines, but clinical monitoring is essential
Arrhythmias (esp. AF)    - Sepsis
- Embolism
- Neurocognitive dysfunction
- CHF
- Increased mortality
- Risk factors: age >65 years, high EF, smokers, high CPB time
- Mechanism: oxidative stress, autonomic dysfunction, electrical remodeling
   - BIP: improves hemodynamics
- PP: ↓AF via ↓effusions and tamponade
- Tocovid (vitamin E): under study for AF prevention
- Botulinum Toxin A: ↓AF and ICU stay
- Prophylactic amiodarone: ↓AF from 85% → 34%
- Magnesium supplementation: ↓AF incidence from 24% → 9%
   - Risk assessment (bradycardia, CHF,
age >70 years, HTN, DM)
- ECG
- Electrolyte monitoring
(Mg, K, Ca)
Low cardiac output syndrome (heart failure)    - LV dyssynchrony post-revascularization
- Ischemia
- ACS-related CABG
- Risk factors: metabolic syndrome, AF, renal insufficiency, COPD, incomplete or total arterial revascularization, triple vessel disease
   - Revascularization (PCI, redo CABG): off-pump and on-pump improve symptoms (~62%)
- CABG + CRT: lower readmission (6.6%) vs. CABG alone (21.9%)
- Discharge meds: lipid-lowering, BB, ACEI, ARB, ASA, Plavix, Warfarin
   - MRI for remodeling
- ECG, echo, stress test, BP, blood sugar, CXR
- Assess for renal dysfunction, ACS, metabolic syndrome

ACEI, angiotensin-converting enzyme inhibitors; ACS, acute coronary syndrome; AF, atrial fibrillation; ARB, angiotensin II receptor blockers; ASA, acetylsalicylic acid; BB, beta-blockers; BIP, Bi-atrial pacing; BP, blood pressure; Ca, calcium; CABG, coronary artery bypass grafting; CHF, congestive heart failure; CK-MB, creatine kinase-MB; COPD, chronic obstructive pulmonary disease; CPB, cardiopulmonary bypass; CRT, cardiac resynchronization therapy; CXR, chest X-ray; DM, diabetes mellitus; ECG, electrocardiogram; Echo, echocardiogram; EF, ejection fraction; HTN, hypertension; ICU, intensive care unit; K, potassium; LV, left ventricular; Mg, magnesium; MI, myocardial infarction; MMPOC, modified mitochondrial permeability transition pore-opening complex; MRI, magnetic resonance imaging; PCI, percutaneous coronary intervention; PP, posterior pericardiotomy.

MI

Post-CABG MI can occur perioperatively or postoperatively. Significant risks caused by post-CABG MI include graft occlusions, heart failure (HF), LV dysfunction, ischemia, stroke, renal dysfunction, and increased mortality (22). The development of these risks is typically characterized by an elevation of creatine kinase (CK-MB) or troponin levels (22,23). After post-CABG MI, managing ischemia may involve PCI or repeat CABG. CABG is often preferred, especially for diabetics and multivessel disease, as it offers more benefits than risks compared to PCI (24). A key management option is the modified mechanical postconditioning protocol (MMPOC), which supports myocardial protection by preserving LV function, improving reperfusion, reducing ischemia, and shortening hospital stays (23). Pharmacologic agents providing cardioprotection during ischemia-reperfusion include inhalational anesthetics like isoflurane, G-protein-coupled receptor ligands like bradykinin, adenosine, and opioids like morphine. Growth factors such as insulin and erythropoietin decrease apoptosis and enhance endothelial health, alongside statins like atorvastatin, which have pleiotropic effects (23). Typically, an electrocardiogram (ECG) and cardiac enzyme screening are recommended after CABG. No studies focus specifically on screening for post-CABG MI, but observing these factors can help detect complications and predict outcomes (22).

Arrhythmias

One of the key risks after CABG is arrhythmia abnormalities, particularly AF. The risk of post-CABG AF rises with sepsis, embolism, neurocognitive issues, CHF, and higher mortality (25). Post-CABG AF is more common in patients over 65, hypertensive, smokers, with high ejection fraction (EF), and prolonged CPB time (26). The main pathophysiological cause is vague, despite studies examining mechanisms like oxidative stress, autonomic dysfunction, inflammation, and remodeling in post-CABG AF (25,27). Several proven treatments improve post-CABG AF or its risk. Bi-atrial pacing (BIP) enhances hemodynamics by shortening inter-atrial conduction delay and boosting left atrial contraction (28). Posterior pericardiotomy (PP) effectively prevents post-CABG AF, significantly reducing risks like early and late pericardial effusion and tamponade (25). Furthermore, Tocovid, a tocotrienol-rich vitamin E isomer with antioxidant and anti-inflammatory properties, is under investigation for reducing or preventing post-CABG AF (27). Epicardial injection of botulinum toxin A better prevents AF and reduces ICU stay in CABG patients. Pre- and post-operative prophylactic amiodarone lowered post-CABG AF from 85% to 34%, shortening hospital and ICU stays (29). Magnesium supplementation can decrease post-CABG AF, reducing arrhythmias from 24% to 9% (30). Assessing for bradycardia, HF, smoking, diabetes, CHF, hypertension, renal/hepatic disease, and age over 70 is crucial to evaluate AF risk (31). Other studies recommend performing an ECG, monitoring electrolytes, and evaluating hemodynamics before and after surgery to prevent arrhythmias (32).

Low cardiac output syndrome (HF)

Ischemia significantly contributes to HF recurrence after revascularization. LV desynchrony, caused by a high-velocity electrical wave in Purkinje fibers from ischemic myocardium, reduces contractility and disrupts systolic function, promoting HF. Risk factors for HF post-CABG include acute coronary syndrome (ACS), metabolic syndrome, preoperative AF, renal insufficiency, chronic obstructive pulmonary disease (COPD), incomplete revascularization, and triple-vessel disease (33,34). Revascularization by PCI or repeat CABG is viable, with similar improvement rates for off-pump and on-pump techniques in relieving HF symptoms (35). Combining CABG with cardiac resynchronization therapy (CRT) significantly reduced hospital readmission rates (33). On discharge, patients are advised to take lipid-lowering agents, beta-blockers, angiotensin-converting enzyme (ACE) inhibitors, angiotensin II receptor blockers (ARBs), Ca-channel blockers, and antiplatelets for cardioprotection (34). In patients with type 2 diabetes, empagliflozin use was associated with significant risk reductions in cardiovascular death, overall mortality, and HF hospitalization (36). Perioperative glucose-insulin-potassium (GIK) infusion may reduce diastolic dysfunction after CABG by improving myocardial metabolic protection (37). Algisyl-left ventricular remodeling (LVR), an injectable hydrogel, is a feasible option that may reduce LV wall stress and improve cardiac function (38). Cardiac remodeling influences HF risk post-CABG; magnetic resonance imaging (MRI) is recommended for screening. HF assessments involve ECG, echocardiography, stress tests, and monitoring of blood sugar, blood pressure, and renal function (34,39).

Pulmonary complications

Postoperative pulmonary complications (PPCs) are common after cardiac surgery, contributing to higher morbidity, mortality, longer hospital stays, and increased healthcare costs. Their clinical signs range from mild to severe (40).

Pneumonia, atelectasis, COPD, obstructive sleep apnea (OSA), pleural effusion, and respiratory failure

Atelectasis, pleural effusion, and pneumonia are the most common PPCs after CABG. Age ≥65 years was linked to atelectasis, along with diabetes. Pneumonia was associated with prior MI and prolonged ventilation. A history of bronchitis and COPD was linked to pneumothorax, while HF was related to pulmonary edema (41). Additionally, COPD is associated with higher postoperative pneumonia and respiratory failure but does not appear to increase 30-day mortality (42). Patients with a history of COVID-19 pneumonia show increased pleural effusions and pneumonia post-CABG, but mortality rates are similar to those without prior infection (43). OSA is linked to an increased risk of major cardiac and cerebrovascular events after CABG (44).

CPB causes systemic inflammation, increasing lung damage and leading to pulmonary edema. Patients experience dyspnea, crackles, and bilateral infiltrates. Failure to wean from ventilation after 48–72 hours often results from poor respiratory drive or severe lung injury (45,46). Postoperative pain often limits deep inspiration, leading to atelectasis. A preoperative ultrasound-guided pectoral-intercostal fascial block (PIFB) demonstrated sustained improvement in ventilation (47). Aprotinin, an antifibrinolytic, reduces pulmonary injury after CABG by maintaining nitric oxide and reducing leukocyte activation (48). High-dose melatonin reduced inflammatory markers and led to shorter intubation times (49).

Patients with postoperative complications may have reduced functional performance and pulmonary function at discharge and after six months, indicating that early intervention can improve outcomes (50). Preventive strategies like incentive spirometry, combined with deep-breathing exercises, significantly reduce pulmonary complications and improve lung function (51,52). Preoperative inspiratory muscle training also reduces PPCs and postoperative stay in high-risk patients (53). Detecting early signs and identifying risk factors are essential to prevent respiratory failure (40).

Gastrointestinal (GI)/hepatobiliary (HB) complications

While severe GI and HB complications are rare after CABG, they can significantly increase in-hospital mortality if they occur (54). A study using esophagogastroduodenoscopy (EGD) found that 28 of 231 patients on antiplatelet therapy had ulcers, and 10.4% had reflux esophagitis (55). Severe complications include ischemic bowel, perforated ulcers, and pancreatitis. A predictive model indicated over a 50% chance of serious issues in high-risk patients (European System for Cardiac Operative Risk Evaluation i.e., EuroSCORE >8) (54). Subclinical liver fibrosis, assessed by the Fibrosis-4 Index FIB-4 score, may also be linked to increased surgical risk (56). To prevent GI lesions, more frequent use of proton pump inhibitors is recommended for patients on antiplatelet therapy (55).

Renal complications

The spectrum of renal dysfunction after CABG relates to ischemia-reperfusion injury during CPB, oxidative stress, and hemodynamic changes (57-59).

AKI

AKI is a common complication after CABG, affecting up to 30% of patients and is linked to higher morbidity, mortality, and longer hospital stays (57,59). Renal dysfunction after cardiac surgery is multifactorial. Factors include pre-existing cardiovascular issues, prolonged CPB, hypothermia, and renal hypoperfusion, which cause renal hypoxia and damage tubular cells (57). Additionally, CPB often leads to severe hemodilution, impairing microcirculatory function and oxygen delivery (58). Patient-related risks include advanced age, pre-existing renal impairment, low EF, poorly controlled diabetes, female gender, and peripheral vascular disease (36,57,59). Surgical risk factors include surgery duration, cross-clamp time, and hemolysis (59). Chronic kidney disease (CKD) significantly increases the risk (60). Rare complications like graft avulsion can also lead to renal malperfusion (61,62).

Preventive treatments aim to reduce ischemic and inflammatory insults using antioxidants and anti-inflammatory agents like N-acetylcysteine, empagliflozin in diabetics, recombinant human atrial natriuretic peptide (HANP) in CKD patients, and minocycline (36,57,59,60,63). In a trial, perioperative empagliflozin safely reduced AKI risk in diabetic patients (63). Empagliflozin also reduced cardiovascular mortality and HF hospitalization (36). Carperitide (HANP) improves renal function in preoperative CKD patients undergoing CABG, offering long-term benefits (60). Early initiation of ACE inhibitors postoperatively may also improve cardiovascular and renal outcomes (64). Coronary computed tomography angiography (CCTA)-guided approaches are associated with lower rates of contrast-induced nephropathy compared to conventional angiography (65). Management focuses on early detection of AKI by monitoring creatinine, urine output, and estimated glomerular filtration rate (eGFR), with careful fluid management to preserve renal circulation (57,59,60,64). Table 3 outlines the strategies to prevent and manage AKI post-CABG.

Table 3

Prevention and management strategies for AKI in the post-CABG setting

Phase Category of intervention Specific actions and recommendations
Preoperative phase Risk stratification Identify high-risk patients:
   - Advanced age
   - Pre-existing CKD (even mild creatinine elevation)
   - Diabetes mellitus (especially if poorly controlled)
   - Low ejection fraction
   - Peripheral vascular disease
   - Female gender
   - Re-do surgeries or combined valve procedures
Medical optimization Optimize glycemic control
Maintain euvolemia and hemodynamic stability
Consider stopping nephrotoxic agents preoperatively
Imaging considerations Utilize CCTA over conventional angiography if appropriate to minimize contrast load
Intraoperative phase Surgical strategies Consider off-pump CABG if feasible in high-risk patients
Minimize CPB time, cross-clamp time, and hypothermia duration
Avoid severe hemodilution and nonpulsatile flow
Maintain optimal renal perfusion pressure
Pharmacologic interventions Administer Carperitide (HANP) for renal protection in patients with pre-existing CKD
Consider antioxidants (N-acetylcysteine)
Consider anti-inflammatory agents (minocycline)
Immediate postoperative phase Monitoring Closely monitor serum creatinine
Track eGFR
Maintain strict surveillance of urine output
Fluid & hemodynamic management Maintain euvolemia, avoiding both hypoperfusion (hypotension) and fluid overload
Pharmacologic support Administer Empagliflozin postoperatively in diabetic patients
Initiate or continue ACE inhibitors early in the postoperative course

ACE, angiotensin-converting enzyme; AKI, acute kidney injury; CABG, coronary artery bypass grafting; CCTA, coronary computed tomography angiography; CKD, chronic kidney disease; eGFR, estimated glomerular filtration rate; HANP, human atrial natriuretic peptide.

Endocrine complications

Diabetes

Diabetes is linked to an increased risk of post-CABG mortality and sternal wound infections (66). In diabetic patients, post-CABG grafts often fail due to atherosclerosis, especially in the saphenous vein (67). For diabetic patients with cardiovascular issues, CABG generally has better outcomes than PCI, with fewer cardiovascular deaths (68).

To reduce AKI risk in diabetic post-CABG patients, empagliflozin is recommended. Given before surgery, it also lowers MI risk (63). Rosiglitazone, a peroxisome proliferator-activated receptor-gamma (PPAR-gamma) agonist, slows atherosclerosis progression after CABG in Type 2 diabetes mellitus (T2DM) patients by inhibiting pro-inflammatory genes and exerting antithrombotic effects (67). A yearly stress myocardial perfusion SPECT (MPS) scan can provide crucial information on myocardial irritation and ischemia in stable diabetic patients after CABG (69). Other screening methods include angiography, intravascular ultrasound, and assessment of athero-thrombo-inflammatory markers to evaluate plasma glucose, lipids, and inflammation (67).

Hematologic complications

CABG procedures can lead to hematological imbalances. Reactive thrombocytosis occurs in about 20% of patients, possibly increasing thrombotic complications (70). CABG with CPB triggers blood clotting and inflammation, leading to complications like deep vein thrombosis (DVT) (71).

DVT/pulmonary embolism (PE)/coagulopathy & bleeding

DVT is a common cause of illness and death after CABG, occurring in 70–80% of patients, though detectable PE is rare (<1%) (72). Grafted veins may promote atherosclerotic plaque development, but aggressive lipid-lowering medication can help reduce this risk (73). Patients on aspirin or clopidogrel before CABG are at a higher risk of bleeding (74,75).

Post-surgically, higher coagulation risk is linked to oxidative stress. The optimal time to give aspirin is within 6 hours post-op to reduce vein graft occlusion and other adverse events (76,77). For reactive thrombocytosis, combining aspirin with clopidogrel is more effective than aspirin alone (70). Ticagrelor showed no significant difference in benefits compared to aspirin (78), while another study found lower overall mortality with clopidogrel compared to ticagrelor (79). Using both heparin and aspirin reduces DVT risk more effectively than heparin alone (72). Enoxaparin is a safe alternative to unfractionated heparin (UFH) preoperatively (80). Keeping LDL below 100 mg/dL with statins after CABG significantly improves graft patency (81). Using a mini-CPB system during CABG reduces blood coagulation activation (71). Figure 1 outlines the prevention, management, and outcomes of hematological complications post-CABG.

Figure 1 Prevention, Management, and Outcomes of Hematological Complications Post CABG. *, prescription of anticoagulants is given in specific cases; for instance, when patients have previous history of atrial fibrillation. At the same time, careful hematological laboratory monitoring are important to ensure no hemorrhage. The figure is created via BioRender with credit. ASA, acetylsalicylic acid; DVT, deep vein thrombosis; PE, pulmonary embolism; Pre-op, pre-operative.

Infectious complications

SSIs/sepsis

Infections are a leading cause of complications after major heart surgery, with an incidence of 5.9% to 16.5% (82). SSIs after sternotomy are more common in low- and middle-income countries (83). The main complications include pneumonia, SSIs, and bloodstream infections (82).

Patients undergoing CABG are often older adults with risk factors like age-related immune decline and comorbidities such as diabetes, COPD, and renal dysfunction (82). Other modifiable risk factors include smoking, hyperglycemia, and Staphylococcus aureus colonization (84). SSIs include superficial and deep postsurgical mediastinitis, primarily caused by Gram-positive bacteria (85). Lower Human Development Index (HDI) is associated with higher SSI rates, likely due to limited resources and poor infection control (83). A trial found that vacuum-assisted negative-pressure wound therapy (NPWT) significantly reduced mediastinitis in patients who received an internal mammary artery graft (85). Insulin-dependent diabetics face more sternal wound complications, regardless of obesity (66).

Preventing SSIs involves optimizing glycemic control, intranasal S. aureus decolonization, and preoperative intravenous cephalosporin (84). When prevention fails, vacuum dressings can reduce post-surgical mediastinitis (85), although evidence for NPWT in preventing all SSIs is limited (86).

Psychosocial and rehabilitation aspects

Psychosocial recovery

Psychological distress, mainly depression and anxiety, is common after CABG. Depression occurs in 20–40% of patients and is linked to higher morbidity and poorer adherence to treatments (87-89). Anxiety often co-occurs with depression and can worsen cardiac symptoms (90). Cognitive dysfunction in older adults is another concern, affecting self-care and rehabilitation participation (91). Early screening is crucial for timely intervention.

Cardiac rehabilitation (CR) and functional recovery

Structured CR is linked to better physical and mental function, fewer hospitalizations, and lower mortality after CABG (16,92,93). Supervised exercise training, including aerobic activities and deep breathing, enhances cardiopulmonary fitness and supports reintegration into daily life (20,94-97).

QoL and social support

QoL after CABG typically improves within 6–12 months. However, patients with ongoing psychological distress or poor social support, especially women, may experience a blunted recovery (98). Table 4 summarizes the sources and levels of evidence regarding key findings in the post-operative complications.

Table 4

Summary of evidence levels for key post-CABG complications

System Finding/intervention Study type & scale Key outcome
Neurological Off-pump vs. on-pump CABG Meta-analysis 20.7% reduction in postoperative stroke
Gastrodin (600 mg bid) RCT Safely reduced delirium and POCD
Donepezil for cognition Pilot RCT Enhanced memory but no overall performance gain
Cardiac Posterior pericardiotomy Meta-analysis (10 RCTs) Prevented AF and pericardial effusion
Prophylactic amiodarone RCT Reduced AF incidence from 85% to 34%
Magnesium supplement RCT Decreased AF from 24% to 9%
Pulmonary Inspiratory muscle training RCT Reduced PPCs and hospital stay
Renal Empagliflozin RCT Safely reduced AKI risk in diabetic patients
Infectious Vacuum-assisted NPWT Meta-analysis Significantly reduced mediastinitis rates

AF, atrial fibrillation; AKI, acute kidney injury; CABG, coronary artery bypass grafting; NPWT, negative-pressure wound therapy; POCD; postoperative cognitive dysfunction; PPC, postoperative pulmonary complication; RCT, randomized control trial.


Advancing post-CABG care: future perspectives and innovations

Future protocols should include neurologic risk assessments prior to surgery to personalize care. The positive effects of simvastatin and gastrodin on post-CABG depression and delirium warrant larger trials. Intraoperative monitoring with cerebral oximetry and serum biomarkers could guide interventions to prevent POCD and stroke (99). Future research should optimize hematologic management through trials on platelet testing and biomarker-guided therapy. Multicenter studies should assess the link between early hematological risk factors and late complications (100). Emerging surgical techniques, such as mini-CPB, should be researched in large-scale trials to determine their long-term benefits. Further research into the complex mechanisms of AKI is vital to enhance long-term outcomes. Future studies should develop predictive models using non-invasive liver fibrosis markers, such as FIB-4, to inform surgical decisions. Lastly, exploring long-term PPC outcomes and tailored prehabilitation strategies offers valuable clinical insights. Utilizing machine learning (ML) for early risk assessment may further enhance postoperative outcomes.

Emerging role of AI in post-CABG care

The management of post-CABG complications, which span multiple physiological systems, presents a significant challenge in data integration. AI, particularly ML, offers a transformative approach to synthesize vast and heterogeneous patient data from preoperative risk factors to real-time intraoperative and postoperative monitoring, to create a more predictive, personalized, and proactive care paradigm (101-104).

A key opportunity for AI lies in developing robust predictive models. By analyzing thousands of data points from electronic health records, AI algorithms can identify patients at the highest risk for specific complications before surgery. AI models can integrate preoperative factors (age, renal function, diabetes) with intraoperative variables (CPB time, hemodynamic shifts) to generate a real-time risk score for the development of AKI (105). This would allow clinicians to implement targeted preventive strategies for the most vulnerable patients. Similarly, AI can help predict the likelihood of postoperative delirium (106) or stroke by analyzing a combination of risk factors, triggering enhanced neurological monitoring and early intervention protocols. For SSIs, ML can identify non-obvious patterns among patient comorbidities and procedural details to predict risk, enabling targeted antimicrobial stewardship (107).

Postoperatively, AI can analyze complex data streams in real-time to detect subtle signs of deterioration far earlier than human observation alone. AI-powered algorithms can monitor ECGs and arterial pressure waveforms to predict the onset of arrhythmias or Low Cardiac Output Syndrome, enabling preemptive intervention (108,109). By integrating ventilator data with blood gas analysis, AI tools could predict the likelihood of failure to wean from mechanical ventilation, allowing for earlier adjustments to respiratory support (110).

Beyond prediction, AI can guide clinical decision-making by recommending personalized interventions. By learning from the outcomes of thousands of previous patients, AI-driven decision support systems could suggest optimal antiplatelet strategies tailored to an individual’s risk profile or personalized rehabilitation protocols based on a patient’s functional capacity and recovery trajectory.

However, integration of AI into post-CABG care presents challenges. The development of effective models requires large, high-quality, and diverse datasets. Furthermore, these models must be rigorously validated in real-world clinical settings to ensure they are accurate, unbiased, and generalizable. Ethical considerations regarding data privacy and algorithmic transparency must also be addressed (111). Future research should focus on prospective clinical trials to confirm whether AI-guided interventions truly improve patient outcomes, reduce complications, and enhance the QoL after CABG.


Limitations

The primary limitation of this review is its underrepresentation of specific high-risk subgroups. There is limited evaluation of integrated preventive strategies. Variations in study design, sample sizes, and endpoints result in heterogeneity, complicating the identification of universal best practices. The scarcity of endocrine-related papers led to insufficient information on certain complications. Furthermore, many studies focus on short-term issues, while long-term hematological problems are less understood. The narrative review methodology risks publication or selection bias. The literature on GI and HB complications is limited. Many studies on pulmonary complications are small-scale or single-center, limiting their broader applicability. Research on infectious complications faces methodological challenges, including geographic and economic differences. Definitions of SSIs are inconsistent, reducing data reliability. These issues highlight the need for standardized, multicenter, prospective studies.


Conclusions

CABG is a landmark treatment for complex CAD. However, it carries serious postoperative risks. The multisystem nature of post-CABG complications—covering neurological, cardiac, pulmonary, renal, GI, endocrine, hematological, infectious, and psychosocial issues—makes it essential to have a comprehensive, multidisciplinary approach to perioperative care. Common complications like AF, AKI, and delirium remain prevalent. New strategies like SGLT2 inhibitors, neuroprotection, and advanced monitoring could reduce adverse outcomes. Future research should aim to improve predictive models and tailor therapies to individual risk factors. A standardized, system-based approach to surveillance and management is urgently needed to optimize recovery, long-term outcomes, and QoL after CABG.


Acknowledgments

None.


Footnote

Reporting Checklist: The authors have completed the Narrative Review reporting checklist. Available at https://cdt.amegroups.com/article/view/10.21037/cdt-2025-480/rc

Peer Review File: Available at https://cdt.amegroups.com/article/view/10.21037/cdt-2025-480/prf

Funding: None.

Conflicts of Interest: All authors have completed the ICMJE uniform disclosure form (available at https://cdt.amegroups.com/article/view/10.21037/cdt-2025-480/coif). M.M. serves as an unpaid editorial board member of Cardiovascular Diagnosis and Therapy from September 2025 to December 2027. The other authors have no conflicts of interest to declare.

Ethical Statement: The authors are accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved.

Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0/.


References

  1. Rao SV, O'Donoghue ML, Ruel M, et al. 2025 ACC/AHA/ACEP/NAEMSP/SCAI Guideline for the Management of Patients With Acute Coronary Syndromes: A Report of the American College of Cardiology/American Heart Association Joint Committee on Clinical Practice Guidelines. Circulation 2025;151:e771-862. [Crossref] [PubMed]
  2. Melly L, Torregrossa G, Lee T, et al. Fifty years of coronary artery bypass grafting. J Thorac Dis 2018;10:1960-7. [Crossref] [PubMed]
  3. Taggart DP, Altman DG, Gray AM, et al. Randomized Trial of Bilateral versus Single Internal-Thoracic-Artery Grafts. N Engl J Med 2016;375:2540-9. [Crossref] [PubMed]
  4. Ghandakly EC, Iacona GM, Bakaeen FG. Coronary Artery Surgery: Past, Present, and Future. Rambam Maimonides Med J 2024;15:e0001. [Crossref] [PubMed]
  5. Head SJ, Milojevic M, Daemen J, et al. Mortality after coronary artery bypass grafting versus percutaneous coronary intervention with stenting for coronary artery disease: a pooled analysis of individual patient data. Lancet 2018;391:939-48. [Crossref] [PubMed]
  6. Farkouh ME, Domanski M, Sleeper LA, et al. Strategies for multivessel revascularization in patients with diabetes. N Engl J Med 2012;367:2375-84. [Crossref] [PubMed]
  7. Patra C, Chamaiah Gatti P, Panigrahi A. Morbidity After cardiac surgery under cardiopulmonary bypass and associated factors: A retrospective observational study. Indian Heart J 2019;71:350-5. [Crossref] [PubMed]
  8. Montrief T, Koyfman A, Long B. Coronary artery bypass graft surgery complications: A review for emergency clinicians. Am J Emerg Med 2018;36:2289-97. [Crossref] [PubMed]
  9. Baethge C, Goldbeck-Wood S, Mertens S. SANRA-a scale for the quality assessment of narrative review articles. Res Integr Peer Rev 2019;4:5. [Crossref] [PubMed]
  10. Lewis MS, Maruff P, Silbert BS, et al. The sensitivity and specificity of three common statistical rules for the classification of post-operative cognitive dysfunction following coronary artery bypass graft surgery. Acta Anaesthesiol Scand 2006;50:50-7. [Crossref] [PubMed]
  11. Ikram A, Mohiuddin H, Zia A, et al. Does epiaortic ultrasound screening reduce perioperative stroke in patients undergoing coronary surgery? A topical review. J Clin Neurosci 2018;50:30-4. [Crossref] [PubMed]
  12. Işık M, Kozak HH, Görmüş N. Relationship Between Cardiac Surgery and Acute Ischemic Stroke: An Examination in Terms of Clinical, Radiological, and Functional Outcomes and Possible Pathophysiological Mechanisms. Heart Surg Forum 2021;24:E713-23. [Crossref] [PubMed]
  13. Domanski MJ, Farkouh ME, Zak V, et al. Predictors of stroke associated with coronary artery bypass grafting in patients with diabetes mellitus and multivessel coronary artery disease. Am J Cardiol 2015;115:1382-8. [Crossref] [PubMed]
  14. Sá MP, Ferraz PE, Escobar RR, et al. Off-pump versus on-pump coronary artery bypass surgery: meta-analysis and meta-regression of 13,524 patients from randomized trials. Rev Bras Cir Cardiovasc 2012;27:631-41. [Crossref] [PubMed]
  15. Bai YX, Wu HL, Xie WL, et al. Efficacy and safety of gastrodin in preventing postoperative delirium following cardiac surgery: a randomized placebo controlled clinical trial. Crit Care 2025;29:108. [Crossref] [PubMed]
  16. Doraiswamy PM, Babyak MA, Hennig T, et al. Donepezil for cognitive decline following coronary artery bypass surgery: a pilot randomized controlled trial. Psychopharmacol Bull 2007;40:54-62.
  17. Abbasi SH, Mohammadinejad P, Shahmansouri N, et al. Simvastatin versus atorvastatin for improving mild to moderate depression in post-coronary artery bypass graft patients: A double-blind, placebo-controlled, randomized trial. J Affect Disord 2015;183:149-55. [Crossref] [PubMed]
  18. Wang X, Zhou M, Liu Q, et al. Impact of pecto-intercostal fascial block on postoperative fatigue in elderly patients undergoing off-pump coronary artery bypass grafting: a randomized clinical trial. Int J Surg 2025;111:3323-30. [Crossref] [PubMed]
  19. Gholami M, Najafizadeh H, Teimouri H, et al. The combined effect of vitamin C and omega-3 polyunsaturated fatty acids on fatigue following coronary artery bypass graft surgery: a triple-blind clinical trial. J Complement Integr Med 2019;16:/j/jcim.2019.16.issue-4/jcim-2018-0113/jcim-2018-0113.xml.
  20. Bilińska M, Kosydar-Piechna M, Mikulski T, et al. Influence of aerobic training on neurohormonal and hemodynamic responses to head-up tilt test and on autonomic nervous activity at rest and after exercise in patients after bypass surgery. Cardiol J 2013;20:17-24. [Crossref] [PubMed]
  21. Lupi A, Schaffer A, Persampieri S. Acute myocardial infarction presenting with cardiogenic shock in patients with previous coronary artery bypass graft: neglected disease or end-stage condition? Int J Cardiol 2020;310:25-6. [Crossref] [PubMed]
  22. Domanski MJ, Mahaffey K, Hasselblad V, et al. Association of myocardial enzyme elevation and survival following coronary artery bypass graft surgery. JAMA 2011;305:585-91. [Crossref] [PubMed]
  23. Durdu S, Sirlak M, Cetintas D, et al. The efficacies of modified mechanical post conditioning on myocardial protection for patients undergoing coronary artery bypass grafting. J Cardiothorac Surg 2012;7:73. [Crossref] [PubMed]
  24. Tam DY, Dharma C, Rocha R, et al. Long-Term Survival After Surgical or Percutaneous Revascularization in Patients With Diabetes and Multivessel Coronary Disease. J Am Coll Cardiol 2020;76:1153-64. [Crossref] [PubMed]
  25. Xiong T, Pu L, Ma YF, et al. Posterior pericardiotomy to prevent new-onset atrial fibrillation after coronary artery bypass grafting: a systematic review and meta-analysis of 10 randomized controlled trials. J Cardiothorac Surg 2021;16:233. [Crossref] [PubMed]
  26. Zhou JY, Zhang JL, Xi L, et al. Risk Factors of Postoperative Atrial Fibrillation After Isolated Coronary Artery Bypass Grafting Surgery in the Recent 10 Years: Clinical Analysis of 6229 Patients. Clin Cardiol 2024;47:e24335. [Crossref] [PubMed]
  27. Musa AF, Dillon J, Md Taib ME, et al. A double-blind randomised controlled trial on the effect of Tocovid, a tocotrienol-rich capsule on postoperative atrial fibrillation at the National Heart Institute, Kuala Lumpur: an interim blinded analysis. J Cardiothorac Surg 2021;16:340. [Crossref] [PubMed]
  28. Naito S, Tada H, Kaneko T, et al. Biatrial epicardial pacing prevents atrial fibrillation and confers hemodynamic benefits after coronary artery bypass surgery. Pacing Clin Electrophysiol 2005;28:S146-9. [Crossref] [PubMed]
  29. Budeus M, Hennersdorf M, Perings S, et al. Amiodarone prophylaxis for atrial fibrillation of high-risk patients after coronary bypass grafting: a prospective, double-blinded, placebo-controlled, randomized study. Eur Heart J 2006;27:1584-91. [Crossref] [PubMed]
  30. Bakhsh M, Abbas S, Hussain RM, et al. Role of magnesium in preventing post-operative atrial fibrillation after coronary artery bypass surgery. J Ayub Med Coll Abbottabad 2009;21:27-9.
  31. Wang YB, Yuan QH, Yuan J, et al. How much should the resting heart rate be controlled in patients with atrial fibrillation and coronary heart disease? BMC Cardiovasc Disord 2024;24:684. [Crossref] [PubMed]
  32. Cavolli R, Kaya K, Aslan A, et al. Does sodium nitroprusside decrease the incidence of atrial fibrillation after myocardial revascularization?: a pilot study. Circulation 2008;118:476-81. [Crossref] [PubMed]
  33. Pokushalov E, Romanov A, Prohorova D, et al. Coronary artery bypass grafting with concomitant cardiac resynchronisation therapy in patients with ischaemic heart failure and left ventricular dyssynchrony. Eur J Cardiothorac Surg 2010;38:773-80. [Crossref] [PubMed]
  34. Falkenham A, Saraswat MK, Wong C, et al. Recovery free of heart failure after acute coronary syndrome and coronary revascularization. ESC Heart Fail 2018;5:107-14. [Crossref] [PubMed]
  35. Quin JA, Wagner TH, Hattler B, et al. Ten-Year Outcomes of Off-Pump vs On-Pump Coronary Artery Bypass Grafting in the Department of Veterans Affairs: A Randomized Clinical Trial. JAMA Surg 2022;157:303-10. [Crossref] [PubMed]
  36. Verma S, Mazer CD, Fitchett D, et al. Empagliflozin reduces cardiovascular events, mortality and renal events in participants with type 2 diabetes after coronary artery bypass graft surgery: subanalysis of the EMPA-REG OUTCOME® randomised trial. Diabetologia 2018;61:1712-23. [Crossref] [PubMed]
  37. Tsang MW, Davidoff R, Korach A, et al. Diastolic dysfunction after coronary artery bypass grafting--the effect of glucose-insulin-potassium infusion. J Card Surg 2007;22:185-91. [Crossref] [PubMed]
  38. Lee LC, Wall ST, Klepach D, et al. Algisyl-LVR™ with coronary artery bypass grafting reduces left ventricular wall stress and improves function in the failing human heart. Int J Cardiol 2013;168:2022-8. [Crossref] [PubMed]
  39. Maggio M, Nicolini F, Cattabiani C, et al. Effects of testosterone supplementation on clinical and rehabilitative outcomes in older men undergoing on-pump CABG. Contemp Clin Trials 2012;33:730-8. [Crossref] [PubMed]
  40. Setlers K, Jurcenko A, Arklina B, et al. Identifying Early Risk Factors for Postoperative Pulmonary Complications in Cardiac Surgery Patients. Medicina (Kaunas) 2024;60:1398. [Crossref] [PubMed]
  41. Jensen L, Yang L. Risk factors for postoperative pulmonary complications in coronary artery bypass graft surgery patients. Eur J Cardiovasc Nurs 2007;6:241-6. [Crossref] [PubMed]
  42. Ho CH, Chen YC, Chu CC, et al. Postoperative Complications After Coronary Artery Bypass Grafting in Patients With Chronic Obstructive Pulmonary Disease. Medicine (Baltimore) 2016;95:e2926. [Crossref] [PubMed]
  43. Erçen Diken Ö, Hafez İ, Tünel HA, et al. The impact of previous COVID-19 pneumonia on postoperative outcomes and complications in coronary artery bypass grafting. Turk Gogus Kalp Damar Cerrahisi Derg 2024;32:132-40. [Crossref] [PubMed]
  44. Ni Y, Zhou Y. Impact of obstructive sleep apnoea on postoperative outcomes of patients undergoing coronary artery bypass grafting: a systematic review and meta-analysis. Sleep Breath 2024;28:2345-53. [Crossref] [PubMed]
  45. Rasmussen BS, Sollid J, Rees SE, et al. Oxygenation within the first 120 h following coronary artery bypass grafting. Influence of systemic hypothermia (32 degrees C) or normothermia (36 degrees C) during the cardiopulmonary bypass: a randomized clinical trial. Acta Anaesthesiol Scand 2006;50:64-71. [Crossref] [PubMed]
  46. Narayan P, Caputo M, Jones J, et al. Postoperative chest radiographic changes after on- and off-pump coronary surgery. Clin Radiol 2005;60:693-9. [Crossref] [PubMed]
  47. Branco KR, Silveira FDS, Ferronato L, et al. Thoracic-Abdominal Rebalancing Method is Superior in Terms of Decreasing Respiratory Distress, Postoperative Pulmonary Complications and Hemodynamic Variables When Compared to Conventional Physiotherapy in Postoperative Patients of Coronary Artery Bypass Grafting Surgery: Randomized Clinical Trial. Physiother Res Int 2025;30:e70050. [Crossref] [PubMed]
  48. Erdogan M, Kalaycioglu S, Iriz E. Protective effect of aprotinin against lung damage in patients undergoing CABG surgery. Acta Cardiol 2005;60:367-72. [Crossref] [PubMed]
  49. Mohammadi N, Alizadeh M, Akbarzadeh S, et al. Melatonin administered postoperatively lowers oxidative stress and inflammation and significantly recovers heart function in patients undergoing CABG surgery. Eur J Med Res 2025;30:585. [Crossref] [PubMed]
  50. Souza AV, da Cunha Carvalho R, da Cruz Dias D, et al. Clinical and functional outcomes associated with pulmonary complications after coronary artery bypass grafting. J Cardiothorac Surg 2024;19:92. [Crossref] [PubMed]
  51. Lizak MK, Nash E, Zakliczyński M, et al. Additional spirometry criteria predict postoperative complications after coronary artery bypass grafting (CABG) independently of concomitant chronic obstructive pulmonary disease: when is off-pump CABG more beneficial? Pol Arch Med Wewn 2009;119:550-7.
  52. Barros GF, Santos Cda S, Granado FB, et al. Respiratory muscle training in patients submitted to coronary arterial bypass graft. Rev Bras Cir Cardiovasc 2010;25:483-90. [Crossref] [PubMed]
  53. Hulzebos EH, Helders PJ, Favié NJ, et al. Preoperative intensive inspiratory muscle training to prevent postoperative pulmonary complications in high-risk patients undergoing CABG surgery: a randomized clinical trial. JAMA 2006;296:1851-7. [Crossref] [PubMed]
  54. Lin CC, Wu MY, Tsai FC, et al. Prediction of major complications after isolated coronary artery bypass grafting: the CGMH experience. Chang Gung Med J 2010;33:370-9.
  55. Tang C, Zhu Y, Yang X, et al. Upper gastrointestinal mucosal injury associated with ticagrelor plus aspirin, ticagrelor alone, or aspirin alone at 1-year after coronary artery bypass grafting. J Gastroenterol Hepatol 2020;35:1720-30. [Crossref] [PubMed]
  56. Caldonazo T, Rahouma M, Sandner S, et al. Association of Subclinical Liver Fibrosis With Death in Patients With Coronary Artery Disease: A Post Hoc Analysis of the ISCHEMIA Trial. J Am Heart Assoc 2025;14:e040848. [Crossref] [PubMed]
  57. Burns KE, Chu MW, Novick RJ, et al. Perioperative N-acetylcysteine to prevent renal dysfunction in high-risk patients undergoing cabg surgery: a randomized controlled trial. JAMA 2005;294:342-50. [Crossref] [PubMed]
  58. Yuruk K, Bezemer R, Euser M, et al. The effects of conventional extracorporeal circulation versus miniaturized extracorporeal circulation on microcirculation during cardiopulmonary bypass-assisted coronary artery bypass graft surgery. Interact Cardiovasc Thorac Surg 2012;15:364-70. [Crossref] [PubMed]
  59. Golestaneh L, Lindsey K, Malhotra P, et al. Acute kidney injury after cardiac surgery: is minocycline protective? J Nephrol 2015;28:193-9. [Crossref] [PubMed]
  60. Sezai A, Hata M, Niino T, et al. Results of low-dose human atrial natriuretic peptide infusion in nondialysis patients with chronic kidney disease undergoing coronary artery bypass grafting: the NU-HIT (Nihon University working group study of low-dose HANP Infusion Therapy during cardiac surgery) trial for CKD. J Am Coll Cardiol 2011;58:897-903. [Crossref] [PubMed]
  61. Guler A, Yildiz M, Karabay CY, et al. Case series of a rare complication of CABG. Fistula between the internal mammary artery and pulmonary vasculature. Herz 2014;39:149-53. [Crossref] [PubMed]
  62. Nairat M, Akram H, Alaqra A, et al. Spontaneous avulsion of left internal mammary artery graft a complication of coronary artery bypass surgery: case report and review of the literature. J Cardiothorac Surg 2024;19:527. [Crossref] [PubMed]
  63. Pitta FG, Lima EG, Tavares CAM, et al. Empagliflozin in Patients With Type 2 Diabetes Undergoing On-Pump CABG: The POST-CABGDM Randomized Clinical Trial. Diabetes Care 2025;48:988-95. [Crossref] [PubMed]
  64. Alassar A, Bazerbashi S, Easto R, et al. Which patients should be on renin-angiotensin system blockers after coronary surgery? Interact Cardiovasc Thorac Surg 2014;19:667-72. [Crossref] [PubMed]
  65. Tsigkas G, Toulgaridis F, Apostolos A, et al. CCTA-Guided Invasive Coronary Angiography in Patients With CABG: A Multicenter, Randomized Study. Circ Cardiovasc Interv 2024;17:e014045. [Crossref] [PubMed]
  66. Stefil M, Gaudino M, Benedetto U, et al. Influence of diabetes and obesity on ten-year outcomes after coronary artery bypass grafting in the arterial revascularisation trial. Clin Res Cardiol 2024;113:1515-22. [Crossref] [PubMed]
  67. Bertrand OF, Poirier P, Rodés-Cabau J, et al. A multicentre, randomized, double-blind placebo-controlled trial evaluating rosiglitazone for the prevention of atherosclerosis progression after coronary artery bypass graft surgery in patients with type 2 diabetes. Design and rationale of the VeIn-Coronary aTherOsclerosis and Rosiglitazone after bypass surgerY (VICTORY) trial. Can J Cardiol 2009;25:509-15. [Crossref] [PubMed]
  68. Godoy LC, Fuster V, Razzouk L, et al. Causes of Death After Coronary Revascularization in Patients With Diabetes. Ann Thorac Surg 2025;119:1251-60. [Crossref] [PubMed]
  69. Shaw LJ, Cerqueira MD, Brooks MM, et al. Impact of left ventricular function and the extent of ischemia and scar by stress myocardial perfusion imaging on prognosis and therapeutic risk reduction in diabetic patients with coronary artery disease: results from the Bypass Angioplasty Revascularization Investigation 2 Diabetes (BARI 2D) trial. J Nucl Cardiol 2012;19:658-69. [Crossref] [PubMed]
  70. Kayacioglu I, Gunay R, Saskin H, et al. The role of clopidogrel and acetylsalicylic acid in the prevention of early-phase graft occlusion due to reactive thrombocytosis after coronary artery bypass operation. Heart Surg Forum 2008;11:E152-7. [Crossref] [PubMed]
  71. Farneti PA, Sbrana S, Spiller D, et al. Reduction of blood coagulation and monocyte-platelet interaction following the use of a minimal extracorporeal circulation system (Synergy) in coronary artery bypass grafting (CABG). Perfusion 2008;23:49-56. [Crossref] [PubMed]
  72. Mirhosseini SJ, Forouzannia SK, Mostafavi Pour Manshadi SM, et al. Comparison of aspirin plus heparin with heparin alone on asymptomatic perioperative deep vein thrombosis in candidates for elective off-pump coronary artery bypass graft: a randomized clinical trial. Cardiol J 2013;20:139-43. [Crossref] [PubMed]
  73. Shah SJ, Waters DD, Barter P, et al. Intensive lipid-lowering with atorvastatin for secondary prevention in patients after coronary artery bypass surgery. J Am Coll Cardiol 2008;51:1938-43. [Crossref] [PubMed]
  74. Sun JC, Whitlock R, Cheng J, et al. The effect of pre-operative aspirin on bleeding, transfusion, myocardial infarction, and mortality in coronary artery bypass surgery: a systematic review of randomized and observational studies. Eur Heart J 2008;29:1057-71. [Crossref] [PubMed]
  75. Berger JS, Herout PM, Harshaw Q, et al. Bleeding-associated outcomes with preoperative clopidogrel use in on- and off-pump coronary artery bypass. J Thromb Thrombolysis 2012;34:56-64. [Crossref] [PubMed]
  76. Gąsecka A, Kaczorowski R, Pomykała K, et al. Effect of aspirin dosage on oxidative stress and platelet reactivity in patients undergoing coronary artery bypass grafting (APRICOT): randomized controlled trial. Platelets 2025;36:2457415. [Crossref] [PubMed]
  77. Gukop P, Gutman N, Bilkhu R, et al. Who might benefit from early aspirin after coronary artery surgery? Interact Cardiovasc Thorac Surg 2014;19:505-11. [Crossref] [PubMed]
  78. Arnreiter M, von Scheidt M, Albes JM, et al. Extent of coronary artery disease and clinical outcomes with ticagrelor monotherapy versus aspirin after coronary artery bypass grafting: insights from the TiCAB trial. Eur J Cardiothorac Surg 2025;67:ezaf175. [Crossref] [PubMed]
  79. Varenhorst C, Alström U, Scirica BM, et al. Factors contributing to the lower mortality with ticagrelor compared with clopidogrel in patients undergoing coronary artery bypass surgery. J Am Coll Cardiol 2012;60:1623-30. [Crossref] [PubMed]
  80. Renda G, Di Pillo R, D'Alleva A, et al. Surgical bleeding after pre-operative unfractionated heparin and low molecular weight heparin for coronary bypass surgery. Haematologica 2007;92:366-73. [Crossref] [PubMed]
  81. Kulik A, Voisine P, Mathieu P, et al. Statin therapy and saphenous vein graft disease after coronary bypass surgery: analysis from the CASCADE randomized trial. Ann Thorac Surg 2011;92:1284-90; discussion 1290-1. [Crossref] [PubMed]
  82. Pérez-Granda MJ, Barrio JM, Cuerpo G, et al. Infectious complications following major heart surgery from the day of the surgery to hospital discharge. BMC Infect Dis 2024;24:73. [Crossref] [PubMed]
  83. Forrester JD, Cai LZ, Zeigler S, et al. Surgical Site Infection after Sternotomy in Low- and Middle-Human Development Index Countries: A Systematic Review. Surg Infect (Larchmt) 2017;18:774-9. [Crossref] [PubMed]
  84. Jayakumar S, Khoynezhad A, Jahangiri M. Surgical Site Infections in Cardiac Surgery. Crit Care Clin 2020;36:581-92. [Crossref] [PubMed]
  85. Pérez-Granda MJ, Cuerpo G, Barrio JM, et al. A prospective randomized study that compares three different dressings for the prevention of surgical site infections following major heart surgery. Sci Rep 2025;15:19960. [Crossref] [PubMed]
  86. Biancari F, Santoro G, Provenzano F, et al. Negative-Pressure Wound Therapy for Prevention of Sternal Wound Infection after Adult Cardiac Surgery: Systematic Review and Meta-Analysis. J Clin Med 2022;11:4268. [Crossref] [PubMed]
  87. Bay PS, Beckman D, Trippi J, et al. The effect of pastoral care services on anxiety, depression, hope, religious coping, and religious problem solving styles: a randomized controlled study. J Relig Health 2008;47:57-69. [Crossref] [PubMed]
  88. Ghesquiere A, Shear MK, Gesi C, et al. Prevalence and correlates of complicated grief in adults who have undergone a coronary artery bypass graft. J Affect Disord 2012;136:381-5. [Crossref] [PubMed]
  89. Wellenius GA, Mukamal KJ, Kulshreshtha A, et al. Depressive symptoms and the risk of atherosclerotic progression among patients with coronary artery bypass grafts. Circulation 2008;117:2313-9. [Crossref] [PubMed]
  90. Celano CM, Daunis DJ, Lokko HN, et al. Anxiety Disorders and Cardiovascular Disease. Curr Psychiatry Rep 2016;18:101. [Crossref] [PubMed]
  91. Zhang ZR, Li YZ, Wu XQ, et al. Postoperative cognitive dysfunction in elderly postcardiac surgery patients: progress in rehabilitation application research. Front Rehabil Sci 2024;5:1525813. [Crossref] [PubMed]
  92. Donohue JM, Belnap BH, Men A, et al. Twelve-month cost-effectiveness of telephone-delivered collaborative care for treating depression following CABG surgery: a randomized controlled trial. Gen Hosp Psychiatry 2014;36:453-9. [Crossref] [PubMed]
  93. Probst S, Cech C, Haentschel D, et al. A specialized post anaesthetic care unit improves fast-track management in cardiac surgery: a prospective randomized trial. Crit Care 2014;18:468. [Crossref] [PubMed]
  94. Mehani SHM, Helmy ZM, Ali HM, et al. Effect of Adding Integrated Core and Graduated Upper Limb Exercises to Inpatient Cardiac Rehabilitation on Sternal Instability After Coronary Artery Bypass Grafting: A Randomized Controlled Trial. Arch Phys Med Rehabil 2024;105:2245-52. [Crossref] [PubMed]
  95. Hirschhorn AD, Richards D, Mungovan SF, et al. Supervised moderate intensity exercise improves distance walked at hospital discharge following coronary artery bypass graft surgery--a randomised controlled trial. Heart Lung Circ 2008;17:129-38. [Crossref] [PubMed]
  96. Helmy ZM, Mehani SHM, El-Refaey BH, et al. Low-level laser therapy versus trunk stabilization exercises on sternotomy healing after coronary artery bypass grafting: a randomized clinical trial. Lasers Med Sci 2019;34:1115-24. [Crossref] [PubMed]
  97. Manapunsopee S, Thanakiatpinyo T, Wongkornrat W, et al. Effectiveness of Incentive Spirometry on Inspiratory Muscle Strength After Coronary Artery Bypass Graft Surgery. Heart Lung Circ 2020;29:1180-6. [Crossref] [PubMed]
  98. Favarato ME, Hueb W, Boden WE, et al. Quality of life in patients with symptomatic multivessel coronary artery disease: a comparative post hoc analyses of medical, angioplasty or surgical strategies-MASS II trial. Int J Cardiol 2007;116:364-70. [Crossref] [PubMed]
  99. Harilall Y, Adam JK, Biccard BM, et al. The effect of optimising cerebral tissue oxygen saturation on markers of neurological injury during coronary artery bypass graft surgery. Heart Lung Circ 2014;23:68-74. [Crossref] [PubMed]
  100. Goodman SG, Aylward PE, Szarek M, et al. Effects of Alirocumab on Cardiovascular Events After Coronary Bypass Surgery. J Am Coll Cardiol 2019;74:1177-86. [Crossref] [PubMed]
  101. Leivaditis V, Beltsios E, Papatriantafyllou A, et al. Artificial Intelligence in Cardiac Surgery: Transforming Outcomes and Shaping the Future. Clin Pract 2025;15:17. [Crossref] [PubMed]
  102. Nedadur R, Bhatt N, Liu T, et al. The Emerging and Important Role of Artificial Intelligence in Cardiac Surgery. Can J Cardiol 2024;40:1865-79. [Crossref] [PubMed]
  103. Sulague RM, Beloy FJ, Medina JR, et al. Artificial intelligence in cardiac surgery: A systematic review. World J Surg 2024;48:2073-89. [Crossref] [PubMed]
  104. Li G, Wang H, Zhang M, et al. Prediction of 3D Cardiovascular hemodynamics before and after coronary artery bypass surgery via deep learning. Commun Biol 2021;4:99. [Crossref] [PubMed]
  105. Bajaj T, Koyner JL. Artificial Intelligence in Acute Kidney Injury Prediction. Adv Chronic Kidney Dis 2022;29:450-60. [Crossref] [PubMed]
  106. Liu Y, Shen W, Tian Z. Using Machine Learning Algorithms to Predict High-Risk Factors for Postoperative Delirium in Elderly Patients. Clin Interv Aging 2023;18:157-68. [Crossref] [PubMed]
  107. Sakagianni A, Koufopoulou C, Feretzakis G, et al. Using Machine Learning to Predict Antimicrobial Resistance-A Literature Review. Antibiotics (Basel) 2023;12:452. [Crossref] [PubMed]
  108. Muzammil MA, Javid S, Afridi AK, et al. Artificial intelligence-enhanced electrocardiography for accurate diagnosis and management of cardiovascular diseases. J Electrocardiol 2024;83:30-40. [Crossref] [PubMed]
  109. Martínez-Sellés M, Marina-Breysse M. Current and Future Use of Artificial Intelligence in Electrocardiography. J Cardiovasc Dev Dis 2023;10:175. [Crossref] [PubMed]
  110. Stivi T, Padawer D, Dirini N, et al. Using Artificial Intelligence to Predict Mechanical Ventilation Weaning Success in Patients with Respiratory Failure, Including Those with Acute Respiratory Distress Syndrome. J Clin Med 2024;13:1505. [Crossref] [PubMed]
  111. Tiwari A, Shah PC, Kumar H, et al. The Role of Artificial Intelligence in Cardiovascular Disease Risk Prediction: An Updated Review on Current Understanding and Future Research. Curr Cardiol Rev 2025;21:e1573403X351048.
Cite this article as: Kumar R, Jamaleddin Ahmad FA, Fattouh MAS, Issimdar IA, Ghosh A, Ahmed AOA, Soussi YE, Erandi G, Leena J, Hejleh KA, Mylavarapu M. Postoperative complications of coronary artery bypass grafting: a narrative review on pathophysiology, management strategies, and the emerging role of artificial intelligence. Cardiovasc Diagn Ther 2026;16(1):10. doi: 10.21037/cdt-2025-480

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