Complement Activation as a Predictor of Postoperative Delirium in Elderly Spine Surgery Patients
Abstract
1. Introduction
2. Results
2.1. Results–Baseline and Cognitive Characteristics
2.2. Delirium Incidence
2.3. Delirium Severity
3. Discussion
4. Materials and Methods
4.1. Study Design and Participants
4.2. Study Protocol and Assessments
4.3. Complement Biomarker Measurement
4.4. Statistical Analysis
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| POD | Postoperative Delirium |
| POCD | Postoperative Cognitive Dysfunction |
| PND | Perioperative Neurocognitive Disorders |
| CAM-S | Confusion Assessment Method–Severity |
| CERAD-NP | Consortium to Establish a Registry for Alzheimer’s Disease–Neuropsychological Battery |
| Nu-DESC | Nursing Delirium Screening Scale |
| DSM-5 | Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition |
| CI | Cognitive Impairment / Cognitive Index (context-dependent) |
| MMSE | Mini-Mental State Examination |
| FD | Factor D |
| FB | Factor B |
| FI | Factor I |
| C1q, C2, C3, C4 | Complement Components 1q, 2, 3, and 4 |
| MBL | Mannose-Binding Lectin |
| FH | Factor H |
| FHR | Factor H-Related Proteins |
| CONFESS | Cognitive and Functional Evaluation Study in Spine Surgery |
| CNS | Central Nervous System |
References
- Borchers, F.; Rumpel, M.; Laubrock, J.; Spies, C.; Kozma, P.; Slooter, A.; van Montfort, S.J.T.; Piper, S.K.; Wiebach, J.; Winterer, G.; et al. Cognitive reserve and the risk of postoperative neurocognitive disorders in older age. Front. Aging Neurosci. 2023, 15, 1327388. [Google Scholar] [CrossRef] [Scilit]
- Johnson, T.; Monk, T.; Rasmussen, L.S.; Abildstrom, H.; Houx, P.; Korttila, K.; Kuipers, H.M.; Hanning, C.D.; Siersma, V.D.; Kristensen, D.; et al. Postoperative cognitive dysfunction in middle-aged patients. Anesthesiology 2002, 96, 1351–1357. [Google Scholar] [CrossRef] [Scilit]
- Evered, L.; Silbert, B.; Knopman, D.S.; Scott, D.A.; DeKosky, S.T.; Rasmussen, L.S.; Oh, E.S.; Crosby, G.; Berger, M.; Eckenhoff, R.G. Recommendations for the nomenclature of cognitive change associated with anaesthesia and surgery—2018. Br. J. Anaesth. 2018, 121, 1005–1012. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Kong, H.; Xu, L.M.; Wang, D.X. Perioperative neurocognitive disorders: A narrative review focusing on diagnosis, prevention, and treatment. CNS Neurosci. Ther. 2022, 28, 1147–1167. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Abildstrom, H.; Rasmussen, L.S.; Rentowl, P.; Hanning, C.D.; Rasmussen, H.; Kristensen, P.A.; Moller, J.T.; the ISPOCD group. Cognitive dysfunction 1–2 years after non-cardiac surgery in the elderly. Acta Anaesthesiol. Scand. 2000, 44, 1246–1251. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Oughli, H.A.; Chen, G.; Philip Miller, J.; Nicol, G.; Butters, M.A.; Avidan, M.; Stark, S.; Lenze, E.J. Cognitive Improvement in Older Adults in the Year After Hip Fracture: Implications for Brain Resilience in Advanced Aging. Am. J. Geriatr. Psychiatry 2018, 26, 1119–1127. [Google Scholar] [CrossRef] [Scilit]
- Steinmetz, J.; Christensen, K.B.; Lund, T.; Lohse, N.; Rasmussen, L.S. Long-term consequences of postoperative cognitive dysfunction. Anesthesiology 2009, 110, 548–555. [Google Scholar] [CrossRef] [Scilit]
- Moller, J.T.; Cluitmans, P.; Rasmussen, L.S.; Houx, P.; Rasmussen, H.; Canet, J.; Rabbitt, P.; Jolles, J.; Larsen, K.; Hanning, C.D.; et al. Long-term postoperative cognitive dysfunction in the elderly ISPOCD1 study. ISPOCD investigators. International Study of Post-Operative Cognitive Dysfunction. Lancet 1998, 351, 857–861. [Google Scholar] [CrossRef] [Scilit]
- Androsova, G.; Krause, R.; Winterer, G.; Schneider, R. Biomarkers of postoperative delirium and cognitive dysfunction. Front. Aging Neurosci. 2015, 7, 112. [Google Scholar] [CrossRef] [Scilit]
- Barrientos, R.M.; Hein, A.M.; Frank, M.G.; Watkins, L.R.; Maier, S.F. Intracisternal interleukin-1 receptor antagonist prevents postoperative cognitive decline and neuroinflammatory response in aged rats. J. Neurosci. 2012, 32, 14641–14648. [Google Scholar] [CrossRef] [Scilit]
- Liu, X.; Yu, Y.; Zhu, S. Inflammatory markers in postoperative delirium (POD) and cognitive dysfunction (POCD): A meta-analysis of observational studies. PLoS ONE 2018, 13, e0195659, Erratum in PLoS ONE 2018, 13, e0209284. https://doi.org/10.1371/journal.pone.0209284. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Corlier, F.; Hafzalla, G.; Faskowitz, J.; Kuller, L.H.; Becker, J.T.; Lopez, O.L.; Thompson, P.M.; Braskie, M.N. Systemic inflammation as a predictor of brain aging: Contributions of physical activity, metabolic risk, and genetic risk. Neuroimage 2018, 172, 118–129. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Ruhnau, J.; Müller, J.; Nowak, S.; Strack, S.; Sperlich, D.; Pohl, A.; Dilz, J.; Saar, A.; Veser, Y.; Behr, F.; et al. Serum Biomarkers of a Pro-Neuroinflammatory State May Define the Pre-Operative Risk for Postoperative Delirium in Spine Surgery. Int. J. Mol. Sci. 2023, 24, 10335. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Fu, Q.; Zhang, Y.B.; Shi, C.X.; Jiang, M.; Lu, K.; Fu, Z.H.; Ruan, J.P.; Wu, J.; Gu, X.P. GSDMD/Drp1 signaling pathway mediates hippocampal synaptic damage and neural oscillation abnormalities in a mouse model of sepsis-associated encephalopathy. J. Neuroinflamm. 2024, 21, 96. [Google Scholar] [CrossRef] [Scilit]
- Krogseth, M.; Davis, D.; Jackson, T.A.; Zetterberg, H.; Watne, L.O.; Lindberg, M.; Chitalu, P.; Tsui, A.; Selbæk, G.; Wyller, T.B. Delirium, neurofilament light chain, and progressive cognitive impairment: Analysis of a prospective Norwegian population-based cohort. Lancet Healthy Longev. 2023, 4, e399–e408. [Google Scholar] [CrossRef] [Scilit]
- Merle, N.S.; Church, S.E.; Fremeaux-Bacchi, V.; Roumenina, L.T. Complement System Part I—Molecular Mechanisms of Activation and Regulation. Front. Immunol. 2015, 6, 262. [Google Scholar] [CrossRef] [Scilit]
- Hasantari, I.; Nicolas, N.; Alzieu, P.; Leval, L.; Shalabi, A.; Grolleau, S.; Dinet, V. Factor H’s Control of Complement Activation Emerges as a Significant and Promising Therapeutic Target for Alzheimer’s Disease Treatment. Int. J. Mol. Sci. 2024, 25, 2272. [Google Scholar] [CrossRef] [Scilit]
- Brucato, F.H.; Benjamin, D.E. Synaptic Pruning in Alzheimer’s Disease: Role of the Complement System. Glob. J. Med. Res. 2020, 20, 1–20. [Google Scholar] [CrossRef] [Scilit]
- Lamping, M.; Heinrich, M.; Farztdinov, V.; von Haefen, C.; Sreekanth, J.; Mülleder, M.; Ralser, M.; Winterer, G.; Spies, C.D. Mechanistic Insights Into Postoperative Delirium Using Untargeted High-Throughput Proteomics in Elderly Patients—A Case-Control Study. medRxiv 2025. [Google Scholar] [CrossRef] [Scilit]
- van Beek, A.E.; Kamp, A.; Kruithof, S.; Nieuwenhuys, E.J.; Wouters, D.; Jongerius, I.; Rispens, T.; Kuijpers, T.W.; Gelderman, K.A. Reference Intervals of Factor H and Factor H-Related Proteins in Healthy Children. Front. Immunol. 2018, 9, 1727. [Google Scholar] [CrossRef] [Scilit]
- Vasunilashorn, S.M.; Ngo, L.H.; Chan, N.Y.; Zhou, W.; Dillon, S.T.; Otu, H.H.; Inouye, S.K.; Wyrobnik, I.; Kuchel, G.A.; McElhaney, J.E.; et al. Development of a Dynamic Multi-Protein Signature of Postoperative Delirium. J. Gerontol. A Biol. Sci. Med. Sci. 2019, 74, 261–268. [Google Scholar] [CrossRef] [Scilit]
- Shi, Q.; Chowdhury, S.; Ma, R.; Le, K.X.; Hong, S.; Caldarone, B.J.; Stevens, B.; Lemere, C.A. Complement C3 deficiency protects against neurodegeneration in aged plaque-rich APP/PS1 mice. Sci. Transl. Med. 2017, 9, eaaf6295. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Peterson, S.L.; Nguyen, H.X.; Mendez, O.A.; Anderson, A.J. Complement Protein C3 Suppresses Axon Growth and Promotes Neuron Loss. Sci. Rep. 2017, 7, 12904. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Boulos, M.E.; Bray, M.J.C. Complement C3 Inhibition Modulates Neurodegeneration in Chronic Traumatic Brain Injury. J. Neurosci. 2018, 38, 7201–7203. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Stevens, B.; Allen, N.J.; Vazquez, L.E.; Howell, G.R.; Christopherson, K.S.; Nouri, N.; Micheva, K.D.; Mehalow, A.K.; Huberman, A.D.; Stafford, B.; et al. The classical complement cascade mediates CNS synapse elimination. Cell 2007, 131, 1164–1178. [Google Scholar] [CrossRef] [Scilit]
- Liu, B.; Hong, J.S. Role of microglia in inflammation-mediated neurodegenerative diseases: Mechanisms and strategies for therapeutic intervention. J. Pharmacol. Exp. Ther. 2003, 304, 1–7. [Google Scholar] [CrossRef] [Scilit]
- Cunningham, C.; Campion, S.; Lunnon, K.; Murray, C.L.; Woods, J.F.; Deacon, R.M.; Rawlins, J.N.; Perry, V.H. Systemic inflammation induces acute behavioral and cognitive changes and accelerates neurodegenerative disease. Biol. Psychiatry 2009, 65, 304–312. [Google Scholar] [CrossRef] [Scilit]
- Bergseth, G.; Ludviksen, J.K.; Kirschfink, M.; Giclas, P.C.; Nilsson, B.; Mollnes, T.E. An international serum standard for application in assays to detect human complement activation products. Mol. Immunol. 2013, 56, 232–239, Erratum in Mol. Immunol. 2014, 60, 115. https://doi.org/10.1016/j.molimm.2014.04.008. [Google Scholar] [CrossRef] [Scilit]
- Lachmann, P.J. Preparing serum for functional complement assays. J. Immunol. Methods 2010, 352, 195–197. [Google Scholar] [CrossRef] [Scilit]

| Non-Delirium (n = 22) | Delirium (n = 15) | ||||
|---|---|---|---|---|---|
| Variable | Mean | Standard Deviation | Mean (n = 15) | Standard Deviation | p-Value |
| Age. years (mean ± SD) | 76.18 | 4.62 | 76.47 | 3.87 | 0.42 |
| Duration of surgery. min (mean ± SD) | 168.9 | 82.96 | 245 | 132.7 | 0.021 |
| Gender. male proportion | 0.55 | 0.51 | 0.6 | 0.51 | 0.38 |
| Education. years | 9.18 | 1.59 | 8.6 | 1.35 | 0.13 |
| Education type | 2.95 | 1.08 | 2.23 | 1.17 | 0.42 |
| CERAD Items | |||||
| Verbal fluency | 0.13 | 0.96 | 0.23 | 0.60 | 0.835 |
| Boston Naming Test | 0.22 | 0.66 | 0.39 | 0.99 | 0.640 |
| Mini Mental State Examination | 0.96 | 1.98 | −0.68 | 1.42 | 0.083 |
| Word list learning | 0.24 | 2.04 | 0.69 | 1.22 | 0.624 |
| Word list recall | 0.17 | 1.03 | 0.16 | 1.19 | 0.980 |
| Word list recognition | 0.78 | 1.31 | 0.95 | 1.13 | 0.786 |
| Visuoconstruction copy | 0.50 | 2.97 | 0.14 | 2.98 | 0.805 |
| Visuoconstruction recall | 0.67 | 1.50 | 0.76 | 3.01 | 0.937 |
| Trail Making Test A | −0.13 | 0.96 | −0.05 | 1.05 | 0.877 |
| Trail Making Test B | 0.09 | 0.66 | 0.46 | 0.75 | 0.282 |
| Phonemic fluency | −0.21 | 0.79 | −0.01 | 0.82 | 0.583 |
| Total score (mean) | 0.29 | 0.70 | 0.28 | 0.75 | 0.969 |
| Rk.B | W (df) | p | OR | CI (Lower) | CI (Upper) | |
|---|---|---|---|---|---|---|
| FD-V0 | 0.200 | 3.862 | 0.049 * | 1.221 | 1.001 | 1.490 |
| C4-V0 | −0.930 | 3.402 | 0.065 | 0.395 | 0.147 | 1.060 |
| C2-V0 | 0.266 | 2.988 | 0.084 | 1.305 | 0.965 | 1.764 |
| Unadjusted | Rk.B | W (df) | p | OR | CI (Lower) | CI (Upper) |
|---|---|---|---|---|---|---|
| FD-V0 | 0.200 | 3.862 | 0.049 * | 1.221 | 1.001 | 1.490 |
| Adjusted for | Rk.B | W (df) | p | OR | CI (lower) | CI (upper) |
| FD-V0 | 0.184 | 1.260 | 0.262 | 1.201 | 0.872 | 1.655 |
| surgery time | 0.005 | 1.348 | 0.246 | 1.005 | 0.997 | 1.013 |
| preoperative CERAD-NP | −1.952 | 6.391 | 0.011 * | 0.142 | 0.031 | 0.645 |
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Vogelgesang, A.; Wolf, H.; Strack, S.; Flöel, A.; Schroeder, H.W.S.; Müller, J.; Müller, J.-U.; Fleischmann, A.; Fleischmann, R.; Pauly, D.; et al. Complement Activation as a Predictor of Postoperative Delirium in Elderly Spine Surgery Patients. Int. J. Mol. Sci. 2026, 27, 1077. https://doi.org/10.3390/ijms27021077
Vogelgesang A, Wolf H, Strack S, Flöel A, Schroeder HWS, Müller J, Müller J-U, Fleischmann A, Fleischmann R, Pauly D, et al. Complement Activation as a Predictor of Postoperative Delirium in Elderly Spine Surgery Patients. International Journal of Molecular Sciences. 2026; 27(2):1077. https://doi.org/10.3390/ijms27021077
Chicago/Turabian StyleVogelgesang, Antje, Hannah Wolf, Sarah Strack, Agnes Flöel, Henry W. S. Schroeder, Jonas Müller, Jan-Uwe Müller, Angelika Fleischmann, Robert Fleischmann, Diana Pauly, and et al. 2026. "Complement Activation as a Predictor of Postoperative Delirium in Elderly Spine Surgery Patients" International Journal of Molecular Sciences 27, no. 2: 1077. https://doi.org/10.3390/ijms27021077
APA StyleVogelgesang, A., Wolf, H., Strack, S., Flöel, A., Schroeder, H. W. S., Müller, J., Müller, J.-U., Fleischmann, A., Fleischmann, R., Pauly, D., & Ruhnau, J. (2026). Complement Activation as a Predictor of Postoperative Delirium in Elderly Spine Surgery Patients. International Journal of Molecular Sciences, 27(2), 1077. https://doi.org/10.3390/ijms27021077

