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Published in: European Journal of Nuclear Medicine and Molecular Imaging 1/2022

19-08-2022 | COVID-19 | Original Article

Time-dependent recovery of brain hypometabolism in neuro-COVID-19 patients

Authors: Anna Lisa Martini, Giulia Carli, Lorenzo Kiferle, Patrizia Piersanti, Pasquale Palumbo, Silvia Morbelli, Maria Lucia Calcagni, Daniela Perani, Stelvio Sestini

Published in: European Journal of Nuclear Medicine and Molecular Imaging | Issue 1/2022

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Abstract

Purpose

We evaluated brain metabolic dysfunctions and associations with neurological and biological parameters in acute, subacute and chronic COVID-19 phases to provide deeper insights into the pathophysiology of the disease.

Methods

Twenty-six patients with neurological symptoms (neuro-COVID-19) and [18F]FDG-PET were included. Seven patients were acute (< 1 month (m) after onset), 12 subacute (4 ≥ 1-m, 4 ≥ 2-m and 4 ≥ 3-m) and 7 with neuro-post-COVID-19 (3 ≥ 5-m and 4 ≥ 7–9-m). One patient was evaluated longitudinally (acute and 5-m). Brain hypo- and hypermetabolism were analysed at single-subject and group levels. Correlations between severity/extent of brain hypo- and hypermetabolism and biological (oxygen saturation and C-reactive protein) and clinical variables (global cognition and Body Mass Index) were assessed.

Results

The “fronto-insular cortex” emerged as the hypometabolic hallmark of neuro-COVID-19. Acute patients showed the most severe hypometabolism affecting several cortical regions. Three-m and 5-m patients showed a progressive reduction of hypometabolism, with limited frontal clusters. After 7–9 months, no brain hypometabolism was detected. The patient evaluated longitudinally showed a diffuse brain hypometabolism in the acute phase, almost recovered after 5 months. Brain hypometabolism correlated with cognitive dysfunction, low blood saturation and high inflammatory status. Hypermetabolism in the brainstem, cerebellum, hippocampus and amygdala persisted over time and correlated with inflammation status.

Conclusion

Synergistic effects of systemic virus-mediated inflammation and transient hypoxia yield a dysfunction of the fronto-insular cortex, a signature of CNS involvement in neuro-COVID-19. This brain dysfunction is likely to be transient and almost reversible. The long-lasting brain hypermetabolism seems to reflect persistent inflammation processes.
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Literature
1.
go back to reference Vakili K, Fathi M, Hajiesmaeili M, Salari M, Saluja D, Tafakhori A, et al. Neurological symptoms, comorbidities, and complications of COVID-19: a literature review and meta-analysis of observational studies. Eur Neurol Karger Publishers. 2021;84:307–24.CrossRef Vakili K, Fathi M, Hajiesmaeili M, Salari M, Saluja D, Tafakhori A, et al. Neurological symptoms, comorbidities, and complications of COVID-19: a literature review and meta-analysis of observational studies. Eur Neurol Karger Publishers. 2021;84:307–24.CrossRef
2.
go back to reference Schweitzer F, Kleineberg NN, Göreci Y, Onur OA, Franke C, Warnke C. Neuro-COVID-19 is more than anosmia: clinical presentation, neurodiagnostics, therapies, and prognosis. Curr Opin Neurol LWW. 2021;34:423–31.CrossRef Schweitzer F, Kleineberg NN, Göreci Y, Onur OA, Franke C, Warnke C. Neuro-COVID-19 is more than anosmia: clinical presentation, neurodiagnostics, therapies, and prognosis. Curr Opin Neurol LWW. 2021;34:423–31.CrossRef
3.
go back to reference Meyer PT, Hellwig S, Blazhenets G, Hosp JA. Molecular imaging findings on acute and long-term effects of COVID-19 on the brain: a systematic review. J Nucl Med Soc Nuclear Med. 2022;63:971–80. Meyer PT, Hellwig S, Blazhenets G, Hosp JA. Molecular imaging findings on acute and long-term effects of COVID-19 on the brain: a systematic review. J Nucl Med Soc Nuclear Med. 2022;63:971–80.
4.
go back to reference Soriano JB, Murthy S, Marshall JC, Relan P, Diaz J V, Group WHOCCDW. A clinical case definition of post-COVID-19 condition by a Delphi consensus. Lancet Infect Dis. Elsevier. 2021;22:e102–7. Soriano JB, Murthy S, Marshall JC, Relan P, Diaz J V, Group WHOCCDW. A clinical case definition of post-COVID-19 condition by a Delphi consensus. Lancet Infect Dis. Elsevier. 2021;22:e102–7.
5.
go back to reference Moghimi N, Di Napoli M, Biller J, Siegler JE, Shekhar R, McCullough LD, et al. The neurological manifestations of post-acute sequelae of SARS-CoV-2 infection. Curr Neurol Neurosci Rep Springer. 2021;21:1–17. Moghimi N, Di Napoli M, Biller J, Siegler JE, Shekhar R, McCullough LD, et al. The neurological manifestations of post-acute sequelae of SARS-CoV-2 infection. Curr Neurol Neurosci Rep Springer. 2021;21:1–17.
6.
go back to reference Aghagoli G, Gallo Marin B, Katchur NJ, Chaves-Sell F, Asaad WF, Murphy SA. Neurological involvement in COVID-19 and potential mechanisms: a review. Neurocrit Care Springer. 2021;34:1062–71.CrossRef Aghagoli G, Gallo Marin B, Katchur NJ, Chaves-Sell F, Asaad WF, Murphy SA. Neurological involvement in COVID-19 and potential mechanisms: a review. Neurocrit Care Springer. 2021;34:1062–71.CrossRef
7.
go back to reference Yachou Y, El Idrissi A, Belapasov V, Ait BS. Neuroinvasion, neurotropic, and neuroinflammatory events of SARS-CoV-2: understanding the neurological manifestations in COVID-19 patients. Neurol Sci Springer. 2020;41:2657–69.CrossRef Yachou Y, El Idrissi A, Belapasov V, Ait BS. Neuroinvasion, neurotropic, and neuroinflammatory events of SARS-CoV-2: understanding the neurological manifestations in COVID-19 patients. Neurol Sci Springer. 2020;41:2657–69.CrossRef
8.
go back to reference DosSantos MF, Devalle S, Aran V, Capra D, Roque NR, Coelho-Aguiar J de M, et al. Neuromechanisms of SARS-CoV-2: a review. Front Neuroanat Front. 2020;37. DosSantos MF, Devalle S, Aran V, Capra D, Roque NR, Coelho-Aguiar J de M, et al. Neuromechanisms of SARS-CoV-2: a review. Front Neuroanat Front. 2020;37.
9.
go back to reference Gasmi A, Tippairote T, Mujawdiya PK, Gasmi Benahmed A, Menzel A, Dadar M, et al. Neurological involvements of SARS-CoV2 infection. Mol Neurobiol Springer. 2021;58:944–9.CrossRef Gasmi A, Tippairote T, Mujawdiya PK, Gasmi Benahmed A, Menzel A, Dadar M, et al. Neurological involvements of SARS-CoV2 infection. Mol Neurobiol Springer. 2021;58:944–9.CrossRef
10.
go back to reference Rudroff T, Workman CD, Ponto LLB. 18F-FDG-PET imaging for post-COVID-19 brain and skeletal muscle alterations. Viruses. Multidisciplinary Digital Publishing Institute. 2021;13:2283. Rudroff T, Workman CD, Ponto LLB. 18F-FDG-PET imaging for post-COVID-19 brain and skeletal muscle alterations. Viruses. Multidisciplinary Digital Publishing Institute. 2021;13:2283.
11.
go back to reference Kas A, Soret M, Pyatigoskaya N, Habert M-O, Hesters A, Le Guennec L, et al. The cerebral network of COVID-19-related encephalopathy: a longitudinal voxel-based 18F-FDG-PET study. Eur J Nucl Med Mol Imaging. Springer. 2021;48:2543–57. Kas A, Soret M, Pyatigoskaya N, Habert M-O, Hesters A, Le Guennec L, et al. The cerebral network of COVID-19-related encephalopathy: a longitudinal voxel-based 18F-FDG-PET study. Eur J Nucl Med Mol Imaging. Springer. 2021;48:2543–57.
12.
go back to reference Blazhenets G, Schroeter N, Bormann T, Thurow J, Wagner D, Frings L, et al. Slow but evident recovery from neocortical dysfunction and cognitive impairment in a series of chronic COVID-19 patients. J Nucl Med Soc Nuclear Med. 2021;62:910–5.CrossRef Blazhenets G, Schroeter N, Bormann T, Thurow J, Wagner D, Frings L, et al. Slow but evident recovery from neocortical dysfunction and cognitive impairment in a series of chronic COVID-19 patients. J Nucl Med Soc Nuclear Med. 2021;62:910–5.CrossRef
13.
go back to reference Hosp JA, Dressing A, Blazhenets G, Bormann T, Rau A, Schwabenland M, et al. Cognitive impairment and altered cerebral glucose metabolism in the subacute stage of COVID-19. Brain Oxford University Press. 2021;144:1263–76. Hosp JA, Dressing A, Blazhenets G, Bormann T, Rau A, Schwabenland M, et al. Cognitive impairment and altered cerebral glucose metabolism in the subacute stage of COVID-19. Brain Oxford University Press. 2021;144:1263–76.
14.
go back to reference Dressing A, Bormann T, Blazhenets G, Schroeter N, Walter LI, Thurow J, et al. Neuropsychological profiles and cerebral glucose metabolism in neurocognitive long COVID-syndrome. J Nucl Med: Society of Nuclear Medicine. 2021;63:1058–63. Dressing A, Bormann T, Blazhenets G, Schroeter N, Walter LI, Thurow J, et al. Neuropsychological profiles and cerebral glucose metabolism in neurocognitive long COVID-syndrome. J Nucl Med: Society of Nuclear Medicine. 2021;63:1058–63.
15.
go back to reference Sollini M, Morbelli S, Ciccarelli M, Cecconi M, Aghemo A, Morelli P, et al. Long COVID hallmarks on [18F] FDG-PET/CT: a case-control study. Eur J Nucl Med Mol Imaging. Springer. 2021;48:3187–97. Sollini M, Morbelli S, Ciccarelli M, Cecconi M, Aghemo A, Morelli P, et al. Long COVID hallmarks on [18F] FDG-PET/CT: a case-control study. Eur J Nucl Med Mol Imaging. Springer. 2021;48:3187–97.
16.
go back to reference Donegani MI, Miceli A, Pardini M, Bauckneht M, Chiola S, Pennone M, et al. Brain metabolic correlates of persistent olfactory dysfunction after SARS-Cov2 infection. Biomedicines. Multidisciplinary Digital Publishing Institute. 2021;9:287. Donegani MI, Miceli A, Pardini M, Bauckneht M, Chiola S, Pennone M, et al. Brain metabolic correlates of persistent olfactory dysfunction after SARS-Cov2 infection. Biomedicines. Multidisciplinary Digital Publishing Institute. 2021;9:287.
17.
go back to reference Delorme C, Paccoud O, Kas A, Hesters A, Bombois S, Shambrook P, et al. COVID-19-related encephalopathy: a case series with brain FDG-positron-emission tomography/computed tomography findings. Eur J Neurol Wiley Online Library. 2020;27:2651–7.CrossRef Delorme C, Paccoud O, Kas A, Hesters A, Bombois S, Shambrook P, et al. COVID-19-related encephalopathy: a case series with brain FDG-positron-emission tomography/computed tomography findings. Eur J Neurol Wiley Online Library. 2020;27:2651–7.CrossRef
18.
go back to reference Niesen M, Trotta N, Noel A, Coolen T, Fayad G, Leurkin-Sterk G, et al. Structural and metabolic brain abnormalities in COVID-19 patients with sudden loss of smell. Eur J Nucl Med Mol Imaging. Springer. 2021;48:1890–901. Niesen M, Trotta N, Noel A, Coolen T, Fayad G, Leurkin-Sterk G, et al. Structural and metabolic brain abnormalities in COVID-19 patients with sudden loss of smell. Eur J Nucl Med Mol Imaging. Springer. 2021;48:1890–901.
19.
go back to reference Caminiti SP, Sala A, Presotto L, Chincarini A, Sestini S, Perani D, et al. Validation of FDG-PET datasets of normal controls for the extraction of SPM-based brain metabolism maps. Eur J Nucl Med Mol Imaging. Springer. 2021;1–14. Caminiti SP, Sala A, Presotto L, Chincarini A, Sestini S, Perani D, et al. Validation of FDG-PET datasets of normal controls for the extraction of SPM-based brain metabolism maps. Eur J Nucl Med Mol Imaging. Springer. 2021;1–14.
20.
go back to reference Paez D, Gnanasegaran G, Fanti S, Bomanji J, Hacker M, Sathekge M, et al. COVID-19 pandemic: guidance for nuclear medicine departments. Eur J Nucl Med Mol Imaging. 2020;47:1615–1619. Paez D, Gnanasegaran G, Fanti S, Bomanji J, Hacker M, Sathekge M, et al. COVID-19 pandemic: guidance for nuclear medicine departments. Eur J Nucl Med Mol Imaging. 2020;47:1615–1619.
21.
go back to reference Varrone A, Asenbaum S, Vander Borght T, Booij J, Nobili F, Någren K, et al. EANM procedure guidelines for PET brain imaging using [18F]FDG, version 2. Eur J Nucl Med Mol Imaging. 2009;36:2103–10.CrossRefPubMed Varrone A, Asenbaum S, Vander Borght T, Booij J, Nobili F, Någren K, et al. EANM procedure guidelines for PET brain imaging using [18F]FDG, version 2. Eur J Nucl Med Mol Imaging. 2009;36:2103–10.CrossRefPubMed
22.
go back to reference Della Rosa PA, Cerami C, Gallivanone F, Prestia A, Caroli A, Castiglioni I, et al. A standardized [18F]-FDG-PET template for spatial normalization in statistical parametric mapping of dementia. Neuroinformatics Springer. 2014;12:575–93.CrossRef Della Rosa PA, Cerami C, Gallivanone F, Prestia A, Caroli A, Castiglioni I, et al. A standardized [18F]-FDG-PET template for spatial normalization in statistical parametric mapping of dementia. Neuroinformatics Springer. 2014;12:575–93.CrossRef
23.
go back to reference Kogan R V, de Jong BA, Renken RJ, Meles SK, van Snick PJH, Golla S, et al. Factors affecting the harmonization of disease-related metabolic brain pattern expression quantification in [18F] FDG-PET (PETMETPAT). Alzheimer’s Dement Diagnosis, Assess Dis Monit. Elsevier. 2019;11:472–82. Kogan R V, de Jong BA, Renken RJ, Meles SK, van Snick PJH, Golla S, et al. Factors affecting the harmonization of disease-related metabolic brain pattern expression quantification in [18F] FDG-PET (PETMETPAT). Alzheimer’s Dement Diagnosis, Assess Dis Monit. Elsevier. 2019;11:472–82.
24.
go back to reference Perani D, Della Rosa PA, Cerami C, Gallivanone F, Fallanca F, Vanoli GE, et al. Validation of an optimized SPM procedure for FDG-PET in dementia diagnosis in a clinical setting. NeuroImage Clin. Elsevier B.V. 2014;6:445–54. Perani D, Della Rosa PA, Cerami C, Gallivanone F, Fallanca F, Vanoli GE, et al. Validation of an optimized SPM procedure for FDG-PET in dementia diagnosis in a clinical setting. NeuroImage Clin. Elsevier B.V. 2014;6:445–54.
25.
go back to reference Friston KJ. Statistical parametric mapping. Neurosci Databases. Springer. 2003. p. 237–50. Friston KJ. Statistical parametric mapping. Neurosci Databases. Springer. 2003. p. 237–50.
26.
go back to reference Buchert R, Wilke F, Chakrabarti B, Martin B, Brenner W, Mester J, et al. Adjusted scaling of FDG positron emission tomography images for statistical evaluation in patients with suspected Alzheimer’s disease. J Neuroimaging Wiley Online Library. 2005;15:348–55. Buchert R, Wilke F, Chakrabarti B, Martin B, Brenner W, Mester J, et al. Adjusted scaling of FDG positron emission tomography images for statistical evaluation in patients with suspected Alzheimer’s disease. J Neuroimaging Wiley Online Library. 2005;15:348–55.
27.
go back to reference Presotto L, Ballarini T, Caminiti SP, Bettinardi V, Gianolli L, Perani D. Validation of 18 F-FDG-PET single-subject optimized SPM procedure with different PET scanners. Neuroinformatics Springer. 2017;15:151–63.CrossRef Presotto L, Ballarini T, Caminiti SP, Bettinardi V, Gianolli L, Perani D. Validation of 18 F-FDG-PET single-subject optimized SPM procedure with different PET scanners. Neuroinformatics Springer. 2017;15:151–63.CrossRef
28.
go back to reference Morand A, Campion J-Y, Lepine A, Bosdure E, Luciani L, Cammilleri S, et al. Similar patterns of [18F]-FDG brain PET hypometabolism in paediatric and adult patients with long COVID: a paediatric case series. Eur J Nucl Med Mol Imaging. Springer. 2022;49:913–20. Morand A, Campion J-Y, Lepine A, Bosdure E, Luciani L, Cammilleri S, et al. Similar patterns of [18F]-FDG brain PET hypometabolism in paediatric and adult patients with long COVID: a paediatric case series. Eur J Nucl Med Mol Imaging. Springer. 2022;49:913–20.
29.
go back to reference Guedj E, Million M, Dudouet P, Tissot-Dupont H, Bregeon F, Cammilleri S, et al. 18F-FDG brain PET hypometabolism in post-SARS-CoV-2 infection: substrate for persistent/delayed disorders. Eur J Nucl Med Mol Imaging Springer. 2021;48:592–5.CrossRef Guedj E, Million M, Dudouet P, Tissot-Dupont H, Bregeon F, Cammilleri S, et al. 18F-FDG brain PET hypometabolism in post-SARS-CoV-2 infection: substrate for persistent/delayed disorders. Eur J Nucl Med Mol Imaging Springer. 2021;48:592–5.CrossRef
30.
go back to reference Guedj E, Campion JY, Dudouet P, Kaphan E, Bregeon F, Tissot-Dupont H, et al. 18F-FDG brain PET hypometabolism in patients with long COVID. Eur J Nucl Med Mol Imaging. Springer. 2021;48:2823–33. Guedj E, Campion JY, Dudouet P, Kaphan E, Bregeon F, Tissot-Dupont H, et al. 18F-FDG brain PET hypometabolism in patients with long COVID. Eur J Nucl Med Mol Imaging. Springer. 2021;48:2823–33.
31.
go back to reference Karimi-Galougahi M, Yousefi-Koma A, Bakhshayeshkaram M, Raad N, Haseli S. 18FDG PET/CT scan reveals hypoactive orbitofrontal cortex in anosmia of COVID-19. Acad Radiol. Elsevier. 2020;27:1042. Karimi-Galougahi M, Yousefi-Koma A, Bakhshayeshkaram M, Raad N, Haseli S. 18FDG PET/CT scan reveals hypoactive orbitofrontal cortex in anosmia of COVID-19. Acad Radiol. Elsevier. 2020;27:1042.
32.
go back to reference Seshadri S, De Erausquin GA, Snyder H, Hosseini AA, Brugha TS, Carrillo M, et al. The chronic neuropsychiatric sequelae of COVID-19: the need for a prospective study of viral impact on brain functioning. Wiley. 2020. Seshadri S, De Erausquin GA, Snyder H, Hosseini AA, Brugha TS, Carrillo M, et al. The chronic neuropsychiatric sequelae of COVID-19: the need for a prospective study of viral impact on brain functioning. Wiley. 2020.
33.
go back to reference Meinhardt J, Radke J, Dittmayer C, Franz J, Thomas C, Mothes R, et al. Olfactory transmucosal SARS-CoV-2 invasion as a port of central nervous system entry in individuals with COVID-19. Nat Neurosci Nature Publishing Group. 2021;24:168–75.CrossRef Meinhardt J, Radke J, Dittmayer C, Franz J, Thomas C, Mothes R, et al. Olfactory transmucosal SARS-CoV-2 invasion as a port of central nervous system entry in individuals with COVID-19. Nat Neurosci Nature Publishing Group. 2021;24:168–75.CrossRef
34.
go back to reference Paniz-Mondolfi A, Bryce C, Grimes Z, Gordon RE, Reidy J, Lednicky J, et al. Central nervous system involvement by severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2). J Med Virol Wiley Online Library. 2020;92:699–702. Paniz-Mondolfi A, Bryce C, Grimes Z, Gordon RE, Reidy J, Lednicky J, et al. Central nervous system involvement by severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2). J Med Virol Wiley Online Library. 2020;92:699–702.
35.
go back to reference Douaud G, Lee S, Alfaro-Almagro F, Arthofer C, Wang C, McCarthy P, et al. SARS-CoV-2 is associated with changes in brain structure in UK Biobank. Nature. Nature Publishing Group. 2022;1–17. Douaud G, Lee S, Alfaro-Almagro F, Arthofer C, Wang C, McCarthy P, et al. SARS-CoV-2 is associated with changes in brain structure in UK Biobank. Nature. Nature Publishing Group. 2022;1–17.
36.
go back to reference Thakur KT, Miller EH, Glendinning MD, Al-Dalahmah O, Banu MA, Boehme AK, et al. COVID-19 neuropathology at Columbia University Irving Medical Center/New York Presbyterian Hospital. Brain [Internet]. 2021;144:2696–708. Available from: https://doi.org/10.1093/brain/awab148. Thakur KT, Miller EH, Glendinning MD, Al-Dalahmah O, Banu MA, Boehme AK, et al. COVID-19 neuropathology at Columbia University Irving Medical Center/New York Presbyterian Hospital. Brain [Internet]. 2021;144:2696–708. Available from: https://​doi.​org/​10.​1093/​brain/​awab148.
37.
go back to reference Files JK, Sarkar S, Fram TR, Boppana S, Sterrett S, Qin K, et al. Duration of post–COVID-19 symptoms is associated with sustained SARS-CoV-2–specific immune responses. JCI insight. Am Soc Clin Investig. 2021;6. Files JK, Sarkar S, Fram TR, Boppana S, Sterrett S, Qin K, et al. Duration of post–COVID-19 symptoms is associated with sustained SARS-CoV-2–specific immune responses. JCI insight. Am Soc Clin Investig. 2021;6.
38.
go back to reference Hendren NS, de Lemos JA, Ayers C, Das SR, Rao A, Carter S, et al. Association of body mass index and age with morbidity and mortality in patients hospitalized with COVID-19: results from the American Heart Association COVID-19 Cardiovascular Disease Registry. Circ Am Heart Assoc. 2021;143:135–44. Hendren NS, de Lemos JA, Ayers C, Das SR, Rao A, Carter S, et al. Association of body mass index and age with morbidity and mortality in patients hospitalized with COVID-19: results from the American Heart Association COVID-19 Cardiovascular Disease Registry. Circ Am Heart Assoc. 2021;143:135–44.
Metadata
Title
Time-dependent recovery of brain hypometabolism in neuro-COVID-19 patients
Authors
Anna Lisa Martini
Giulia Carli
Lorenzo Kiferle
Patrizia Piersanti
Pasquale Palumbo
Silvia Morbelli
Maria Lucia Calcagni
Daniela Perani
Stelvio Sestini
Publication date
19-08-2022
Publisher
Springer Berlin Heidelberg
Keyword
COVID-19
Published in
European Journal of Nuclear Medicine and Molecular Imaging / Issue 1/2022
Print ISSN: 1619-7070
Electronic ISSN: 1619-7089
DOI
https://doi.org/10.1007/s00259-022-05942-2

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