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. 2024 Dec 20;13:1104. Originally published 2024 Sep 27. [Version 2] doi: 10.12688/f1000research.155250.2

Case Report: Atypical post-COVID Cogan's syndrome

Sameh Mezri 1,2, Chaima Zitouni 1,2,a, Wafa Sleimi 1,2, Mayssa Bouzidi 1,3, Sayhi Sameh 1,3
PMCID: PMC11809643  PMID: 39931322

Version Changes

Revised. Amendments from Version 1

We have thoroughly detailed the case presentation in accordance with the CARE guidelines to ensure clarity and comprehensiveness. The discussion has been expanded to address the differential diagnoses of Cogan’s syndrome as well as audio-vestibular pathologies post-COVID. We have also included an analysis of the potential mechanisms linking autoimmune pathologies to COVID-19. Furthermore, we have elaborated on the radiological evaluation process, highlighting the importance of advanced MRI sequences in distinguishing autoimmune-related inner ear involvement from infectious or vascular etiologies. The discussion now incorporates steroid-sparing immunosuppressive agents such as methotrexate and azathioprine and addresses prophylactic measures to prevent complications arising from immunosuppressive treatments. Lastly, we have added a dedicated section summarizing the strengths and limitations of the study and included a short paragraph outlining areas for future research.

Abstract

Background

Cogan’s syndrome is a rare autoimmune disorder characterized by ocular inflammation, vestibulocochlear dysfunction, and systemic vasculitis.

Case Presentation

We report a 28-year-old female who experienced decreased visual acuity and ocular redness one month after a COVID-19 infection, with ophthalmological signs linked to keratitis, uveitis and retinal vasculitis. Two weeks later, she developed vertigo, tinnitus, and sudden hearing loss, leading to a diagnosis of Cogan’s disease. The patient received corticosteroid therapy, resulting in regression of ophthalmological signs, but progressed to complete deafness. One month later, she presented with lymphocytic meningitis and high intracranial pressure, which improved under treatment. The patient later received cochlear implants.

Objective

This case report aims to highlight an atypical presentation of Cogan’s syndrome with neurological involvement following a COVID-19 infection. This case contributes to the limited literature on such presentations.

Conclusion

Our case is one of only two reported instances of Cogan’s syndrome presenting with neurological signs post-COVID-19 infection, underscoring the rarity and complexity of this condition.

Keywords: Cogan Syndrome, Hearing Loss, Meningitis, COVID-19, Case report

Introduction

Cogan’s syndrome (CS) is a rare autoimmune systemic vasculitis characterized by ocular inflammation, vestibulocochlear dysfunction, and systemic vasculitis. 1 It was initially described in 1934 by Morgan and Baumgartner and later by David G. Cogan in 1945 as an association between interstitial keratitis and auditory symptoms. 2 Approximately 450 cases have been documented to date. 1

We present a case of atypical Cogan’s syndrome, distinguished by its onset following a COVID-19 infection and unusual features including ophthalmic conditions beyond keratitis and the development of neurological symptoms.

To our knowledge, this is the second reported instance of post-COVID Cogan’s syndrome in the literature. 3

The purpose of this article was to explore through our case, the pathophysiology and clinical features of Cogan’s syndrome as well as to review its treatment options, prognosis, and progression.

Case report

We present the case of a 28-year-old woman with a recent history of COVID-19 infection. One month after the infection, she developed ophthalmic abnormalities, including eye redness, blurred vision, and decreased visual acuity. She consulted 3 days after the onset of symptoms and reported no associated arthralgia, fever, or weight loss.

Ophthalmological examination revealed red eyes, bilateral non-granulomatous anterior uveitis, bilateral interstitial keratitis, retinal vasculitis, and bilateral stage 2 papilledema. The rest of the examination was unremarkable.

Initially, we conducted serologies for HIV, syphilis, brucellosis, hepatitis B and C, and tuberculin intradermal reaction (IDR) to exclude common infectious causes. After these tests returned negative, we proceeded with autoimmune screening, including antinuclear antibodies (ANA), anti-DNA antibodies, rheumatoid factor (RF), anti-SSA/SSB antibodies, anticardiolipin antibodies, and antineutrophil cytoplasmic antibodies (ANCA), to investigate potential autoimmune disease.

The patient was treated with local and systemic corticosteroids (Methylprednisolone (1 mg/kg per day)), leading to improvement.

Two weeks after the onset of ocular symptoms, the patient developed vertigo, bilateral tinnitus, and sudden hearing loss. After excluding neurological causes with normal neurological exam and magnetic resonance imaging (MRI) results, she was referred to our department. The vestibular examination revealed signs suggestive of a peripheral origin, including horizontal-rotary nystagmus, positive Head Impulse Test (HIT), and balance instability in static and dynamic tests.

Initial pure-tone audiometry revealed moderate sensorineural hearing loss (45 dB) in both ears. Laboratory tests showed a mild inflammatory syndrome (C-reactive protein [CRP] = 15 mg/L, platelet count [PLT] = 489 × 10 9/L).

The corticosteroid treatment was maintained at the same dose (1 mg/kg/day). The patient also recieved Acetylleucine (20 mg three times daily) for 4 days.

Despite treatment, audiometric control showed worsening hearing loss (50 dB) after 7 days. The patient underwent 10 sessions of hyperbaric oxygen therapy, but subsequent audiograms revealed complete deafness 12 days after treatment, confirmed by auditory brainstem response (ABR) ( Figure 1). Given the rapid progression to deafness, Cogan’s syndrome was diagnosed.

Figure 1. Auditory Brainstem Response (ABR).


Figure 1.

The patient's ABR shows the absence of Wave V at 100 dB for both ears. The right ear is depicted in red and the left ear in blue.

One month later, the patient developed headaches, dizziness, and vomiting, leading to readmission. Cerebral spinal fluid analysis showed lymphocytosis (33 white blood cells). We conducted cultures, polymerase chain reaction (PCR) for specific viruses, serological tests, and auto-immune markers, and they all came back negative. Computed tomography (CT) angiography ruled out cerebral thrombosis. Ophthalmological examination revealed episcleritis and bilateral stage 2 papilledema. Meningitis and high intracranial pressure (HTIC) were manifestations of Cogan’s disease. The patient was treated with corticosteroids and acetazolamide, leading to a good outcome.

Later on, she received cochlear implants in both ears. Two years after the diagnosis, the patient was doing well, with no ophthalmological signs or other symptoms. She was regularly followed by neurology, ophthalmology, otorhinolaryngology (ENT), and internal medicine specialists.

Discussion

Cogan’s syndrome (CS) is a systemic inflammatory disease characterized by vasculitis affecting both small and large vessels. 4 It is characterized by interstitial keratitis and sensorineural hearing loss, often associated with systemic vasculitis. 4 While the exact pathogenesis remains unclear, some reports suggest an inflammatory autoimmune mechanism or a post-infectious etiology. 5 There have been instances of CS following infections, typically occurring within 7 to 10 days of upper respiratory infections in 32% to 65% of cases. 5

Since the onset of the COVID-19 pandemic, several reports have emerged regarding autoimmune manifestations and sequelae of this infection. 6 Notably, only one case of CS following a COVID-19 infection has been documented in the literature. 3 Our case represents the second reported instance. The mechanism might involve molecular mimicry triggered by viral infections leading to autoimmune diseases. 5 This immune response can damage to inner ear structures like the cochlear epithelium and vestibulocochlear nerve. The virus’s neuro-invasive potential could also play a role in affecting auditory pathways. 7

CS typically affects young Caucasian adults without gender or hereditary predispositions. 2 Initial symptoms often involve either ocular disturbances (40%) or auditory-vestibular disturbances (40%), with both the eye and ear being simultaneously affected in about 16% of cases. 1 , 5

The classic ophthalmic presentation of CS is characterized by ocular issues such as keratitis, which may be accompanied by uveitis or conjunctivitis. The classic otolaryngological presentation includes cochlear and vestibular symptoms similar to those of Meniere’s disease. Hearing loss in CS typically affects both ears. Typically, ocular and auditory-vestibular symptoms develop within two years of each other. 4 , 3

In CS, vestibulocochlear dysfunction is associated with inflammation in the cochlea, neuronal loss in the auditory system, endolymphatic hydrops, degeneration of the Organ of Corti, new bone formation, and atrophy of the vestibulocochlear nerve. 8

Atypical CS is marked by the absence of interstitial keratitis or a time gap of more than two years between cochleovestibular and ocular manifestations. 5 , 9 Unusual ocular symptoms in atypical cases may include retinal vasculitis, papillitis, central retinal occlusion, scleritis, episcleritis, and uveitis. 3 , 6 In contrast to typical forms, atypical CS is often associated with a broader range of systemic manifestations, such as fever, weight loss, respiratory issues, gastrointestinal bleeding, lymphadenopathy, splenomegaly, musculoskeletal symptoms, cardiovascular problems, and neurological signs. 5 , 9 Meningitis has also been reported as a neurological manifestation of CS. 1 , 10 Our case illustrates atypical CS with unusual ocular and neurological involvement.

Diagnosing CS relies on its clinical manifestations and the exclusion of other conditions. 1 While there are no specific diagnostic laboratory or radiologic tests, anti-Hsp70 antibodies have been suggested as a potential serological marker for typical CS. 11 Vestibular testing (e.g., caloric testing, electronystagmography) and audiometry often reveal abnormalities, but no specific diagnostic pattern confirms the diagnosis. 1 Hearing loss typically involves high frequencies, and autoantibodies and serologic markers of inflammation may be present. 1

Currently, there are no precise guidelines for diagnosing this syndrome, and diagnosis is often delayed or missed due to the rarity and non-specific nature of the symptoms. 1 , 4 , 5

While the differential diagnosis of concurrent ocular and audiovestibular symptoms includes conditions such as congenital syphilis and autoimmune diseases like Susac syndrome or Vogt-Koyanagi-Harada syndrome; 12 autoimmune diseases commonly associated with isolated sensorineural hearing loss include systemic lupus erythematosus, rheumatoid arthritis, and vitiligo. 13 This is why it is essential to rule out certain infectious and autoimmune conditions by performing serological tests and a comprehensive autoimmune workup before confirming the diagnosis of CS.

Radiological evaluation, particularly through MRI, is also important in distinguishing autoimmune inner ear disease from other causes like infectious or vascular etiologies. Post-contrast T1-weighted imaging reveals disruptions in the blood-labyrinth barrier with enhancement patterns indicative of inflammation, while post-contrast FLAIR provides superior sensitivity for detecting early gadolinium leakage into inner ear fluids, often bilateral in autoimmune inner ear disease. In contrast, vascular etiologies such as labyrinthine artery infarction demonstrate restricted diffusion on diffusion-weighted imaging without enhancement, and infectious labyrinthitis typically shows unilateral enhancement accompanied by middle ear effusions. 14

Management strategies are tailored to the severity and organ involvement, focusing on preventing irreversible damage.

Corticosteroids remain the first-line treatment for CS. They help manage ocular symptoms more effectively than audio-vestibular issues, and early intervention with high-dose steroids is crucial, with improvements often seen within 2–3 weeks. For cases resistant to steroids, other immunosuppressive agents, including cyclophosphamide, methotrexate, azathioprine, and cyclosporine A, are considered, though their effectiveness varies. Biological therapies, such as TNFα inhibitors and rituximab, offer promising alternatives, especially in refractory cases, though evidence is still limited. 15

To prevent complications from immunosuppression in the treatment of CS, prophylactic measures should include routine monitoring for infections, managing vaccination schedules (e.g., live vaccines should be avoided during immunosuppressive therapy), and regular screening for common side effects of immunosuppressants such as bone loss, liver toxicity, and gastrointestinal issues. 15 Additionally, strategies like calcium and vitamin D supplementation, along with proton pump inhibitors for gastric protection, should be considered to minimize long-term adverse effects from corticosteroids and other immunosuppressive drugs. 15

Early implantation, ideally within 8 weeks of hearing loss onset, can help mitigate complications such as cochlear fibrosis. 16

In CS, ophthalmic disease often fluctuates with periods of remission. 2 Although ocular involvement generally has a better prognosis, it can lead to long-term complications such as cataracts from corticosteroid use. 2 Conversely, auditory involvement frequently results in complete and irreversible bilateral sensorineural deafness. 2

In our case, despite the resolution of ophthalmic and neurological symptoms, the patient did not respond to treatment for her hearing loss, which progressed to profound deafness. As a result, she underwent cochlear implantation. This progression aligns with findings reported in the literature.

CS has a 10% mortality rate, largely due to complications arising from vasculitis, including stroke, gastrointestinal bleeding, cardiac problems, and systemic vasculitis. 17

Strengths and limitations

This case report highlights the rare, atypical presentation of CS following a COVID-19 infection, contributing valuable insights to the limited literature on post-infectious autoimmune disorders. However, the study’s limitations include its retrospective design, lack of long-term immunological follow-up, and the fact that it represents a single case, which may limit generalizability.

Conclusion

CS is difficult to assess because it overlaps with many other diagnoses due to the variety of symptoms. Diagnosis is generally delayed until the main criteria are met and other diagnoses are excluded. Despite these difficulties, early diagnosis is essential to initiate appropriate treatment, although treatment appears to be more effective for ocular symptoms than for hearing loss, which often progresses to profound deafness. Since it is a multi-organ condition, regular follow-up is essential. Finally, the literature data is limited; therefore, further studies are needed to better understand its pathophysiology particularly post-COVID autoimmune conditions, CS treatment, as well as optimal timing and long-term outcomes of cochlear implantation in autoimmune-related hearing loss.

Consent to publish

Written informed consent was obtained from our patient for anonymously published cases. The local ethical committee of the military hospital of Tunis, Tunisia authorized the publication of the case.

Funding Statement

The author(s) declared that no grants were involved in supporting this work.

[version 2; peer review: 2 approved]

Data availability

No data are associated with this article.

References

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F1000Res. 2025 Jan 6. doi: 10.5256/f1000research.175760.r351350

Reviewer response for version 2

Andrea Frosolin 1

The authors have substantially improved the manuscript which is now suitable for indexing.

Are enough details provided of any physical examination and diagnostic tests, treatment given and outcomes?

Partly

Is the case presented with sufficient detail to be useful for other practitioners?

Partly

Is sufficient discussion included of the importance of the findings and their relevance to future understanding of disease processes, diagnosis or treatment?

Partly

Is the background of the case’s history and progression described in sufficient detail?

Partly

Reviewer Expertise:

NA

I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard.

F1000Res. 2024 Dec 5. doi: 10.5256/f1000research.170398.r340628

Reviewer response for version 1

Andrea Frosolin 1

Thank you for the opportunity to review the manuscript titled  “Case Report: Atypical Post-COVID Cogan's Syndrome”. This case highlights an important and rare association of Cogan’s syndrome (CS) following COVID-19, emphasizing the evolving understanding of autoimmune and post-infectious complications. Below are detailed recommendations and suggestions for improvement.

The manuscript would benefit from an expanded discussion of the differential diagnosis of audio-vestibular pathologies after COVID (Frosolini A, et al., 2022 [Ref 1]).

Align the case report structure with the  CARE guidelines to enhance clarity and comprehensiveness. This includes ensuring that all relevant patient history, diagnostic evaluations, and follow-up details are systematically presented.

While several laboratory tests are reported, it would be useful to include additional markers such as complement levels, anti-dsDNA antibodies, or other autoimmune markers to strengthen the exclusion of alternative diagnoses, particularly systemic lupus erythematosus (SLE). The role of imaging could be further elaborated. Include details about the radiological evaluation process, and consider discussing its utility in identifying autoimmune-related inner ear involvement compared to infectious or vascular etiologies.

While corticosteroid therapy was described, the discussion could benefit from exploring alternative or adjunctive treatments such as steroid-sparing immunosuppressive agents (e.g., methotrexate or azathioprine). Additionally, prophylactic measures to prevent complications from immunosuppression should be briefly discussed.

Add a dedicated section summarizing the strengths (e.g., highlighting an underreported clinical entity) and limitations (e.g., single case, absence of long-term immunological follow-up) of the study. A short paragraph could highlight areas for future research, such as the need for studies exploring the pathophysiology of post-COVID autoimmune conditions or the timing and outcomes of cochlear implantation in autoimmune hearing loss.

Possible typo: "vascularitis".

Are enough details provided of any physical examination and diagnostic tests, treatment given and outcomes?

Partly

Is the case presented with sufficient detail to be useful for other practitioners?

Partly

Is sufficient discussion included of the importance of the findings and their relevance to future understanding of disease processes, diagnosis or treatment?

Partly

Is the background of the case’s history and progression described in sufficient detail?

Partly

Reviewer Expertise:

audiology

I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard, however I have significant reservations, as outlined above.

References

  • 1. : Sudden Sensorineural Hearing Loss in the COVID-19 Pandemic: A Systematic Review and Meta-Analysis. Diagnostics (Basel) .2022;12(12) : 10.3390/diagnostics12123139 10.3390/diagnostics12123139 [DOI] [PMC free article] [PubMed] [Google Scholar]
F1000Res. 2024 Dec 11.
Chaima zitouni

We sincerely thank Dr. Andrea Frosolin for the thoughtful review and valuable comments, and here are our detailed responses to the comments provided:

  1. The manuscript would benefit from an expanded discussion of the differential diagnosis of audio-vestibular pathologies after COVID (Frosolini A, et al., 2022 [Ref 1]).

We have expanded the discussion on the differential diagnosis of audio-vestibular pathologies post-COVID, incorporating insights from Frosolini et al. (2022).

  1. Align the case report structure with the CARE guidelines to enhance clarity and comprehensiveness. This includes ensuring that all relevant patient history, diagnostic evaluations, and follow-up details are systematically presented.

We have carefully detailed the case in accordance with the CARE guidelines to ensure clarity and comprehensiveness.

  1. While several laboratory tests are reported, it would be useful to include additional markers such as complement levels, anti-dsDNA antibodies, or other autoimmune markers to strengthen the exclusion of alternative diagnoses, particularly systemic lupus erythematosus (SLE). The role of imaging could be further elaborated. Include details about the radiological evaluation process, and consider discussing its utility in identifying autoimmune-related inner ear involvement compared to infectious or vascular etiologies.

The anti-DNA antibody was tested (we have added this to the revised text), while the complement levels were not measured.

We have expanded the differential diagnoses, particularly focusing on systemic lupus erythematosus and other autoimmune diseases.

We have expanded the discussion to detail the radiological evaluation process, emphasizing the role of advanced MRI sequences in distinguishing autoimmune-related inner ear involvement from infectious or vascular etiologies based on characteristic patterns.

  1. While corticosteroid therapy was described, the discussion could benefit from exploring alternative or adjunctive treatments such as steroid-sparing immunosuppressive agents (e.g., methotrexate or azathioprine). Additionally, prophylactic measures to prevent complications from immunosuppression should be briefly discussed.

In response to your suggestion, we have expanded the discussion to include steroid-sparing immunosuppressive agents such as methotrexate and azathioprine…

We have added a discussion of the prophylactic measures to prevent complications arising from immunosuppressive treatments.

  1. Add a dedicated section summarizing the strengths (e.g., highlighting an underreported clinical entity) and limitations (e.g., single case, absence of long-term immunological follow-up) of the study. A short paragraph could highlight areas for future research, such as the need for studies exploring the pathophysiology of post-COVID autoimmune conditions or the timing and outcomes of cochlear implantation in autoimmune hearing loss.

We have included a dedicated section in the discussion summarizing the strengths and limitations of our study.

A short paragraph has been added to highlight areas for future research.

 

  1. Possible typo: "vascularitis".

We have corrected the typo from "vascularitis" to "vasculitis" as per your suggestion.

F1000Res. 2024 Nov 6. doi: 10.5256/f1000research.170398.r330430

Reviewer response for version 1

Debashis Maikap 1

This case highlights a rare post-COVID-19 complication that progressed to Cogan’s syndrome, a unique autoimmune disorder affecting the eyes and ears. The syndrome commonly presents as non-syphilitic interstitial keratitis along with audio vestibular symptoms such as vertigo, tinnitus, and sensorineural hearing loss. Below are key points noted for improvement and additions

  1.  Corrections were made for terms like "retinal vasculitis" rather than "vascularitis" to maintain accuracy in clinical descriptions.- ABSTRACT SECTION

  2. Although the case notes a possible autoimmune response triggered by COVID-19, adding context on the immune response patterns in COVID-19 and their role in post-infectious autoimmune diseases like CS would enhance the discussion. The link between viral triggers and autoimmune conditions via mechanisms such as molecular mimicry can deepen understanding of disease etiology.

  3. The use of high-dose corticosteroids presents infection risks, yet there was no mention of prophylactic measures, such as vaccinations or antibiotic prophylaxis, which are critical in managing immunosuppressed patients. Inclusion of these preventive strategies would provide a more comprehensive view of patient safety in long-term treatment.

  4. Immunosuppressive agents such as cyclophosphamide, mycophenolate mofetil (MMF), or azathioprine, often utilized as steroid-sparing therapies, were not included in this case report as potential adjunctive treatments for achieving long-term systemic control. In atypical CS cases with progressive symptoms, early initiation of these therapies might have contributed to improved outcomes.

  5. Complement levels and anti-double-stranded DNA (anti-dsDNA) antibodies, critical for ruling out lupus as an alternative diagnosis, were not mentioned.

  6. References Update: The following reference has been added to support the discussion on atypical presentations of Cogan’s syndrome:

Maikap D, Pradhan A, Padhan P. A rare case of atypical Cogan's syndrome presenting as encephalitis. Mod Rheumatol Case Rep. 2022 Jun 24;6(2):305-308. doi: 10.1093/mrcr/rxab055. PMID: 34957524 (ref-1).

Are enough details provided of any physical examination and diagnostic tests, treatment given and outcomes?

Yes

Is the case presented with sufficient detail to be useful for other practitioners?

Yes

Is sufficient discussion included of the importance of the findings and their relevance to future understanding of disease processes, diagnosis or treatment?

Partly

Is the background of the case’s history and progression described in sufficient detail?

Yes

Reviewer Expertise:

Reactive arthritis, vasculitis, lupus

I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard.

References

  • 1. : A rare case of atypical Cogan's syndrome presenting as encephalitis. Mod Rheumatol Case Rep .2022;6(2) : 10.1093/mrcr/rxab055 305-308 10.1093/mrcr/rxab055 [DOI] [PubMed] [Google Scholar]
F1000Res. 2024 Dec 11.
Chaima zitouni

We sincerely thank Dr. Debashis Maikap for the thoughtful review and valuable comments, and here are our detailed responses to the comments provided:

  1. Corrections were made for terms like "retinal vasculitis" rather than "vascularitis" to maintain accuracy in clinical descriptions

Response: We have corrected the typo from "vascularitis" to "vasculitis" as per your suggestion.

 

  1. Although the case notes a possible autoimmune response triggered by COVID-19, adding context on the immune response patterns in COVID-19 and their role in post-infectious autoimmune diseases like CS would enhance the discussion. The link between viral triggers and autoimmune conditions via mechanisms such as molecular mimicry can deepen understanding of disease etiology.

Response: We have included in the discussion an analysis of the potential mechanisms linking autoimmune pathologies to COVID-19.

 

  1. The use of high-dose corticosteroids presents infection risks, yet there was no mention of prophylactic measures, such as vaccinations or antibiotic prophylaxis, which are critical in managing immunosuppressed patients. Inclusion of these preventive strategies would provide a more comprehensive view of patient safety in long-term treatment.

Response: We have added a discussion of the prophylactic measures to prevent complications arising from immunosuppressive treatments.

 

  1. Immunosuppressive agents such as cyclophosphamide, mycophenolate mofetil (MMF), or azathioprine, often utilized as steroid-sparing therapies, were not included in this case report as potential adjunctive treatments for achieving long-term systemic control. In atypical CS cases with progressive symptoms, early initiation of these therapies might have contributed to improved outcomes.

Response: In response to your suggestion, we have expanded the discussion to include steroid-sparing immunosuppressive agents such as methotrexate and azathioprine…

 

  1. Complement levels and anti-double-stranded DNA (anti-dsDNA) antibodies, critical for ruling out lupus as an alternative diagnosis, were not mentioned.

Response: The anti-DNA antibody was tested (we have added this to the revised text), while the complement levels were not measured.

 

  1. References Update: The following reference has been added to support the discussion on atypical presentations of Cogan’s syndrome: Maikap D, Pradhan A, Padhan P. A rare case of atypical Cogan's syndrome presenting as encephalitis. Mod Rheumatol Case Rep. 2022 Jun 24;6(2):305-308. doi: 10.1093/mrcr/rxab055. PMID: 34957524 (ref-1).

Response: We have added the requested reference to the manuscript and integrated it into the relevant section of the discussion.

Associated Data

    This section collects any data citations, data availability statements, or supplementary materials included in this article.

    Data Availability Statement

    No data are associated with this article.


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