# The Role of Biomarkers in Personalized Anesthesia: From Physiological Parameters to Molecular Diagnostics

**Authors:** Irina Nenadic, Predrag Stevanovic, Marina Bobos, Maja Stojanovic, Nemanja Dimic, Suzana Bojic, Dragica Dekic, Jovana Radovanovic, Marko Djuric

PMC · DOI: 10.3390/biomedicines14020300 · Biomedicines · 2026-01-29

## TL;DR

The paper explores how biomarkers can help tailor anesthesia to individual patients, improving safety and outcomes by combining molecular, genetic, and digital data.

## Contribution

The paper introduces a comprehensive framework integrating molecular, genetic, and digital biomarkers for personalized anesthesia.

## Key findings

- Molecular biomarkers like IL-6 and 8-isoprostanes detect early signs of inflammation and metabolic imbalance.
- Neurotoxicity biomarkers such as S100β and GFAP enable early detection of cerebral injury.
- Digital biomarkers like EEG-derived indices and HRV support real-time monitoring and adaptive anesthesia management.

## Abstract

Personalized anesthesia has emerged as a key direction in modern perioperative medicine, driven by advances in molecular biology, analytical technologies, and digital monitoring. Traditional physiological parameters often fail to detect early stages of organ dysfunction, whereas molecular biomarkers provide earlier and more sensitive insight into inflammation, oxidative stress, neurotoxicity, and renal or hepatic injury. Inflammatory markers such as IL-6, CRP, and PCT indicate early immune activation, while oxidative stress biomarkers, including 8-isoprostanes and malondialdehyde, quantify metabolic imbalance and ischemia–reperfusion injury. Neurotoxicity biomarkers such as S100β, NSE, and GFAP allow early detection of subclinical cerebral injury, whereas kynurenine-pathway metabolites reflect neuroinflammation and the risk of postoperative cognitive dysfunction. Renal biomarkers such as NGAL, KIM-1, and cystatin C detect acute kidney injury significantly earlier than creatinine, and miR-122 holds strong potential as an early marker of hepatocellular injury. Genetic and epigenetic biomarkers—including polymorphisms in CYP2D6, CYP3A4/5, RYR1, OPRM1, and COMT, as well as microRNA-based signatures—enable individualized drug dosing and optimization of anesthetic strategies. Meanwhile, digital biomarkers such as EEG-derived indices, HRV, and NIRS provide continuous real-time physiological monitoring and can integrate with AI-based algorithms for predictive, adaptive anesthesia management. Although no single biomarker meets all criteria for an ideal clinical indicator, combining molecular, genetic, and digital biomarkers represents the most promising pathway toward fully personalized, safe, and outcome-optimized perioperative care.

## Linked entities

- **Genes:** CYP2D6 (cytochrome P450 family 2 subfamily D member 6 (gene/pseudogene)) [NCBI Gene 1565], RYR1 (ryanodine receptor 1) [NCBI Gene 6261], OPRM1 (opioid receptor mu 1) [NCBI Gene 4988], COMT (catechol-O-methyltransferase) [NCBI Gene 1312]
- **Proteins:** IL6 (interleukin 6), CRP (C-reactive protein), CALCA (calcitonin related polypeptide alpha), S100B (S100 calcium binding protein B), ENO2 (enolase 2), GFAP (glial fibrillary acidic protein), LCN2 (lipocalin 2), HAVCR1 (hepatitis A virus cellular receptor 1), CYSTATIN-C (cystatin-C), MIR122 (microRNA 122)

## Full-text entities

- **Genes:** CALCA (calcitonin related polypeptide alpha) [NCBI Gene 796] {aka CALC1, CGRP, CGRP-I, CGRP-alpha, CGRP1, CT}, SIRT1 (sirtuin 1) [NCBI Gene 23411] {aka SIR2, SIR2L1, SIR2alpha}, MIR146A (microRNA 146a) [NCBI Gene 406938] {aka MIRN146, MIRN146A, miR-146a, miRNA146A}, OPRM1 (opioid receptor mu 1) [NCBI Gene 4988] {aka LMOR, M-OR-1, MOP, MOR, MOR1, OPRM}, GABRA1 (gamma-aminobutyric acid type A receptor subunit alpha1) [NCBI Gene 2554] {aka DEE19, ECA4, EIEE19, EJM, EJM5}, RYR1 (ryanodine receptor 1) [NCBI Gene 6261] {aka CCO, CMYO1A, CMYO1B, CMYP1A, CMYP1B, KDS}, CYP2C8 (cytochrome P450 family 2 subfamily C member 8) [NCBI Gene 1558] {aka CPC8, CYP2C8DM, CYPIIC8, MP-12/MP-20}, COMT (catechol-O-methyltransferase) [NCBI Gene 1312] {aka HEL-S-98n}, CYP2C9 (cytochrome P450 family 2 subfamily C member 9) [NCBI Gene 1559] {aka CPC9, CYP2C, CYP2C10, CYPIIC9, P450-2C9, P450IIC9}, TIMP2 (TIMP metallopeptidase inhibitor 2) [NCBI Gene 7077] {aka CSC-21K, DDC8}, HAVCR1 (hepatitis A virus cellular receptor 1) [NCBI Gene 26762] {aka CD365, HAVCR, HAVCR-1, KIM-1, KIM1, TIM}, MIR155 (microRNA 155) [NCBI Gene 406947] {aka MIRN155, miRNA155, mir-155}, HMGB1 (high mobility group box 1) [NCBI Gene 3146] {aka HMG-1, HMG1, HMG3, SBP-1}, BDNF (brain derived neurotrophic factor) [NCBI Gene 627] {aka ANON2, BULN2}, MIR21 (microRNA 21) [NCBI Gene 406991] {aka MIRN21, hsa-mir-21, miR-21, miRNA21}, CYP2B6 (cytochrome P450 family 2 subfamily B member 6) [NCBI Gene 1555] {aka CPB6, CYP2B, CYP2B7, CYPIIB6, EFVM, IIB1}, CYP3A4 (cytochrome P450 family 3 subfamily A member 4) [NCBI Gene 1576] {aka CP33, CP34, CYP3A, CYP3A3, CYPIIIA3, CYPIIIA4}, ENO2 (enolase 2) [NCBI Gene 2026] {aka HEL-S-279, NSE}, MIR210 (microRNA 210) [NCBI Gene 406992] {aka MIRN210, mir-210}, GFAP (glial fibrillary acidic protein) [NCBI Gene 2670] {aka ALXDRD}, MIR451A (microRNA 451a) [NCBI Gene 574411] {aka MIR451, MIRN451, hsa-mir-451, hsa-mir-451a, mir-451a}, LCN2 (lipocalin 2) [NCBI Gene 3934] {aka 24p3, MSFI, NGAL, p25}, CAT (catalase) [NCBI Gene 847], CYP2C19 (cytochrome P450 family 2 subfamily C member 19) [NCBI Gene 1557] {aka CPCJ, CYP2C, CYPIIC17, CYPIIC19, P450C2C, P450IIC19}, SOD1 (superoxide dismutase 1) [NCBI Gene 6647] {aka ALS, ALS1, HEL-S-44, IPOA, SOD, STAHP}, MIR122 (microRNA 122) [NCBI Gene 406906] {aka MIR122A, MIRN122, MIRN122A, hsa-mir-122, miRNA122, miRNA122A}, CST3 (cystatin C) [NCBI Gene 1471] {aka ADLDWA, ARMD11, HEL-S-2}, IGFBP7 (insulin like growth factor binding protein 7) [NCBI Gene 3490] {aka AGM, FSTL2, IBP-7, IGFBP-7, IGFBP-7v, IGFBPRP1}, DKK3 (dickkopf Wnt signaling pathway inhibitor 3) [NCBI Gene 27122] {aka CRRL, REIC, RIG}, CYP3A5 (cytochrome P450 family 3 subfamily A member 5) [NCBI Gene 1577] {aka CP35, CYPIIIA5, P450PCN3, PCN3}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}, S100B (S100 calcium binding protein B) [NCBI Gene 6285] {aka NEF, S100, S100-B, S100beta}, CYP2D6 (cytochrome P450 family 2 subfamily D member 6 (gene/pseudogene)) [NCBI Gene 1565] {aka CPD6, CYP2D, CYP2D7AP, CYP2D7BP, CYP2D7P2, CYP2D8P2}, SLC17A5 (solute carrier family 17 member 5) [NCBI Gene 26503] {aka AST, ISSD, NSD, SD, SIALIN, SIASD}, IL10 (interleukin 10) [NCBI Gene 3586] {aka CSIF, GVHDS, IL-10, IL10A, TGIF}
- **Diseases:** hypotension (MESH:D007022), ischemia (MESH:D007511), neuronal necrosis (MESH:D009336), cerebral injury (MESH:D000070625), tissue injury (MESH:D017695), butyrylcholinesterase (BCHE) deficiency (MESH:C537417), cognitive decline (MESH:D003072), hypoxia (MESH:D000860), analgesia (MESH:D000699), infectious (MESH:D003141), neuromuscular blockade (MESH:D020879), sepsis (MESH:D018805), hemolysis (MESH:D006461), bacterial infection (MESH:D001424), neuronal damage (MESH:D009410), postoperative delirium (MESH:D000071257), Renal injury (MESH:D007674), malignant hyperthermia (MESH:D008305), organ dysfunction (MESH:D009102), delirium (MESH:D003693), muscle injury (MESH:D009135), hepatic injury (MESH:D056486), myocardial injury (MESH:D009202), liver failure (MESH:D017093), AKI (MESH:D058186), infection (MESH:D007239), neurocognitive dysfunction (MESH:D019965), Neurotoxicity (MESH:D020258), cardiovascular disease (MESH:D002318), tubular injury (MESH:D000230), postoperative complications (MESH:D011183), postoperative pain (MESH:D010149), cancer (MESH:D009369), diabetes (MESH:D003920), ischemic injury (MESH:D017202), ischemic (MESH:D002545), toxicity (MESH:D064420), ischemic and traumatic brain injury (MESH:D000070642), neuroinflammation (MESH:D000090862), chronic kidney disease (MESH:D051436), Inflammatory (MESH:D007249), neurodegeneration (MESH:D019636), hepatocyte injury (MESH:D014947), POCD (MESH:D000079690), critically ill (MESH:D016638), reperfusion damage (MESH:D015427), brain injury (MESH:D001930), neurological injury (MESH:D020196), pain (MESH:D010146), impaired mitochondrial function (MESH:D028361)
- **Chemicals:** propofol (MESH:D015742), sevoflurane (MESH:D000077149), KYN (MESH:D007737), TRP (MESH:D014364), tramadol (MESH:D014147), RNS (MESH:D011886), glucose (MESH:D005947), creatinine (MESH:D003404), QUIN (MESH:D017378), glutathione (MESH:D005978), lipid (MESH:D008055), fentanyl (MESH:D005283), codeine (MESH:D003061), Lactate (MESH:D019344), kynurenic acid (MESH:D007736), aspartate (MESH:D001224), catecholamine (MESH:D002395), succinylcholine (MESH:D013390), 8-iso-PGF2alpha (MESH:C075750), Cortisol (MESH:D006854), MDA (MESH:D008315), KYNA (-), lidocaine (MESH:D008012), midazolam (MESH:D008874), benzodiazepine (MESH:D001569), oxygen (MESH:D010100)
- **Species:** Mus musculus (house mouse, species) [taxon 10090], Homo sapiens (human, species) [taxon 9606]
- **Mutations:** rs2279020, A118G, rs4263535, Val158Met

## Full text

_Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC12938781/full.md

## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12938781/full.md

## References

81 references — full list in the complete paper: https://tomesphere.com/paper/PMC12938781/full.md

---
Source: https://tomesphere.com/paper/PMC12938781