Skip to main content

Risk factors affecting outcome of rhino-orbital-cerebral mucormycosis in COVID-19 patients

Abstract

Background

Mucormycosis is a serious life-threatening fungal infection that recently made severe sudden and devastating surge during the second wave of the COVID-19 epidemic with a mortality rate of up to 50%.

Although the causality link between COVID-19 and rhino-orbito-cerebral mucormycosis (ROCM) remains unclear, many factors including poor diabetes control, high doses of steroids, viral-induced lymphopenia, and cytokine storm have been attributed to ROCM in patients with COVID-19.

Orienting to risk factors and early recognition of this potentially fatal opportunistic infection is the key to optimal management and improved outcomes. In these contexts, we conducted a prospective study for 33 patients admitted to our tertiary hospital to determine the risk factors for ROCM in patients with COVID-19 and the cumulative mortality rates.

Results

This study found a statistically significant relation between the fate of death in COVID-MUCOR patients who had presented fever, ophthalmoplegia, facial skin necrosis, and visual loss with those who received dose of steroid to control their respiratory symptoms P < 0.001.

Death from COVID-MUCOR was statistically significant related to the prolonged interval from the onset of the symptoms to start of treatment and intervention. Also, it was found that there was a significant decrease in duration between COVID-19 infection and the start of mucormycosis (days) with incidence of DKA on admission. Nineteen (57.6%) of the patients had uncontrolled diabetes mellitus (hemoglobin A1C (HbA1c) of > 7.0%).

Conclusion

Mucormycosis epidemic was precipitated by a unique confluence of risk factors: diabetes mellitus, widespread use of steroids, and perhaps SARS-CoV-2 infection itself. Restricting steroid use in patients with severe COVID-19 requiring oxygen therapy, and screening for and optimally controlling hyperglycemia, can prevent COVID-MUCOR in a large majority.

Background

The 2019 coronavirus disease pandemic (COVID-19) has a catastrophic impact throughout the world and has overwhelmed healthcare facilities and caused dramatic increases in excess mortality. Secondary bacterial and fungal infections in patients hospitalized with COVID-19 pneumonia contribute to increased morbidity and mortality. Opportunistic infections, such as mucormycosis, in patients with coronavirus disease 2019 (COVID-19) have become a new health challenge [1].

The surge in COVID-19 cases recorded in Egypt has been associated with an unexpected increase in mucormycosis cases reported in the context of the COVID-19 disease. It has been estimated to be 2.1 times greater in cases in India compared to the pre-pandemic period [2].

The clinical course of mucormycosis is unpredictable, and treatment is challenging and often requires surgery and prolonged antifungal therapy. Mucormycosis is often associated with high mortality even with standard care (approximately 50% and > 90% with disseminated disease) due to the angioinvasive nature of infection that can cause tissue necrosis due to thrombosis and infection dissemination [3].

Since opportunistic infections can exacerbate the status of COVID-19 patients, it is important to identify risk factors to prevent, diagnose, and treat them as soon as possible. Viral, fungal, environmental, and host factors may be responsible for this situation. Long hospital stays, impaired host immune system function due to viral infection, and excessive glucocorticoids consumption in the management of patients with COVID-19 are the main risk factors for the increased risk of mucormycosis in patients with COVID-19 [4].

Other risk factors include comorbidities such as diabetes mellitus, organ transplantation, malignancies (especially hematological), immunosuppressive therapy including corticosteroids, prolonged neutropenia, iron overload, chronic antibiotic use, severe burns, intravenous drug abuse, and malnutrition, leading to immunocompromise [5].

Aim of work

The purpose of this study is to identify risk factors for the incidence of mucormycosis in COVID-19 patients and correlate the extent of the disease, the condition of the patients, and the intervention plan with the final outcome of the cases.

Methods

A prospective study involved all patients with mucormycosis presented to the ENT department, Ain Shams University Hospital (Demerdash and Obour Hospitals), in the duration from January 2021 to January 2022.

This study was approved by Ain Shams University Faculty of Medicine Research Ethics Committee (REC) FWA 00017585. Informed written consent to participate in the study was provided by all.

  • Detailed history taking of the disease, possible risk factors, and cognitive status

  • Full examination including nasal, oral, orbital, and neurological examination

  • CT paranasal to assess extension of the disease

  • COVID-19 PCR by nasopharyngeal swab to confirm the diagnosis of COVID-19

  • Full laboratory investigations

  • Management of each case individually as follows: either use of antifungal or surgical debridement with or without exenteration or combination of both

  • Statistical analysis was performed for all recorded data. Categorical variables are presented as numbers and percentages, and differences between groups are compared using the Pearson chi-square test or Fisher’s exact test.

  • Time-to-event analysis is done using the Kaplan-Meier method.

Results

The study enrolled 33 patients with COVID and mucormycosis (CO-MUCOR). Although the median age of the entire series was 54 years, the ages of the cases ranged widely from 32 to 82 years in the entire analyzed group, with a slight male predominance (51.5% were men, and 48.5% were women), and all the women were housewives. Thirty (90.9%) of the patients were diabetic, either previously known (28 patients) or newly diagnosed (2 patients) (Figs. 1 & 2).

Fig. 1
figure 1

Percentage of female and male patients included in the study

Fig. 2
figure 2

Distribution of occupations of patients included in the study

The demographic characteristics of the patients are shown in Table 1. Fasting blood sugar was markedly elevated, and about 26.7% of the patients had coexisting diabetic ketoacidosis on admission. Details are presented in the documentation (Table 1).

Table 1 The demographic characteristics of the patients

Nineteen (57.6%) of the patients had uncontrolled diabetes mellitus (hemoglobin A1C (HbA1c) of > 7.0%).

Regarding symptoms, most of patients (69.7%) with COVID-MUCOR had headache, facial pain, and orbital swelling. About half of the patients firstly presented with eye swelling (55.5%) or had ophthalmoplegia (54.5%) and visual loss (48.5%) (Table 2).

Table 2 Symptomatology at presentation

On examination, most patients (87.9%) with COVID-MUCOR had intranasal necrosis, and more than half (57.6%) had palatal necrosis (Table 2).

A total of 66.7% of CO-MUCOR patients had previously known COVID, and the median CT CO-RAD score in patients with COVID-MUCOR in this study was 3, and the median duration between COVID-19 infection and the start of mucormycosis was 30 days (Table 3).

Table 3 Radiological score

Steroid use was common, even in mild disease, and was strongly associated with COVID-MUCOR (P < 0.001). In the majority (88%, 29 patients) of the study, patients had received high-dose steroids (> 40 mg of prednisolone or equivalent) for the management of COVID-19. Only 18.2% had received anti-IL-6 actemra (tocilizumab) or antiviral (remdesivir) (Table 4).

Table 4 Previous medication during COVID treatment period

Regarding sinus affection in CT scan, pansinusitis was the most common involvement followed by the left ethmoid sinus (27 patients, 81.8%), followed by the left maxillary sinus (26 patients, 78.8), and followed by the Lt sphenoid sinus (24 patients, 72.7%). A total of 57.6% of patients with CO-MUCOR had unilateral sinus affection (Table 3).

In our study, all patients received systemic antifungal therapy (amphoterecin B). About two-thirds of the patients (24 patients, 72.7%) underwent endoscopic sinus surgery for mucormycosis, 7 patients (21.2%) underwent combined (endoscopic & external) management, and only 2 patients (6.1%) were managed by external approach to the paranasal sinuses.

Repeated surgical intervention was needed in some cases, 8 patients (25.0%) underwent two surgeries, and 1 (3.6%) patient underwent 3 surgical interventions. During sinus surgery (ESS), most of included patients needed inferior turbinectomy (97.0%), middle turbinectomy (93.9%), middle meatal antrostomy (97.0%), and ethmoidectomy (93.9%). Nine of the patients had died during the study period (Table 5).

Table 5 Extent of intervention done and fate

In the current study, we found that there was a significant decrease in duration between COVID-19 infection and the start of mucormycosis (days) with incidence of DKA on admission with median (IQR) = (14 (14–23) vs. 40 (25–75)) and P-value = 0.018.

In addition, a significant decrease in duration between −19 infection and the start of mucormycosis was observed in patients with facial swelling (P-value 0.043) and proptosis (P-value 0.046) (Tables 5 & 6) and in those who received prolonged antibiotic or antiviral therapy (P-value 0.011) (Tables 6, 7, & 8).

Table 6 Duration between COVID-19 infection and start of mucormycosis
Table 7 Duration between covidCOVID-19 infection and start of mucormycosis
Table 8 Duration between covidCOVID-19 infection and start of mucormycosis

All patients who died were diabetics, and nearly two-thirds had coexisting ketoacidosis on admission. Therefore, we found a highly statistically significant relation between the presence of diabetic ketoacidosis (DKA) and then aggressiveness of mucormycosis that ends in death in patients with COVID with P-value = 0.001 (Table 9, Fig. 3).

Table 9 Comparison of demographics between patients who had an adverse outcome (death) vs. those who were alive
Fig. 3
figure 3

Correlation between DKA and fate of the disease

Also, we found a statistically significant increase in the probability of death in those who had received prolonged high steroid use during COVID management (Table 9).

In the present study, all patients who had facial skin necrosis died. And most of patients (8 out of 9) who died had orbital swelling ophthalmoplegia and intranasal necrosis (88.9% for each). Most of the dead (7 of 9) had fever, headache, facial pain, visual loss, and cavernous sinus thrombosis (77.8% for each).

After statistical analysis, we found a statistically significant relation between the fate of death in COVID-MUCOR patients who had presented fever, ophthalmoplegia, facial skin necrosis, and visual loss (with P-value of 0.012, 0.015, 0.017, and 0.039, respectively) (Table 10) and with those who received dose of steroid control their respiratory symptoms P < 0.001 (Table 11, Fig. 4).

Table 10 Comparison of clinical characteristics between patients who died vs. those who were alive
Table 11 IIncidence of death compared to various factors
Fig. 4
figure 4

Correlation of symptoms and signs and the fate of the disease

Death from COVID-MUCOR was statistically significant related to the prolonged interval from the onset of the symptoms to the start of treatment and intervention (Tables 12 & 13).

Table 12 Incidence of death compared to various factors
Table 13 Relation between interval from symptom onset to treatment and onset of death or discharge

DiscussionMucormycosis is a sporadic disease that occurs almost exclusively in immunosuppressed patients. The sudden spike in the incidence of mucormycosis in the COVID-19 pandemic raises the possibility that COVID-19 infection may itself predispose to mucormycosis. This may occur directly through its impact on the immune system or indirectly due to interventions related to COVID-19 prevention and management [6].

It should be mentioned that our current understanding of the link between COVID-19 and mucormycosis is incomplete, based on observational analyses, and invalidated by basic experimentation. A link between both infections could be through the biochemical alterations caused by the viral infection, and DM and corticosteroid therapy just contribute to such alteration [7].

We report on the experience from Egypt where we studied a total of 33 patients with COVID and mucormycosis (CO-MUCOR) in Ain Shams University Hospitals during the third pandemic wave in the country that spanned the summer of 2021.

Most of the CO-MUCOR cases globally reported so far is from the Indian population. However, the burden of mucormycosis in the Indian population was high before the beginning of the COVID-19 pandemic. The country has also further experienced a surge in COVID-19 cases during the second wave, probably relating to prevalent strain variants [8].

The largest national-wide survey of CO-MUCOR to date is the collaborative OPAI-IJO study on mucormycosis in COVID-19 (COSMIC), by Sen et al. in 2021, which analyzed the data of 2826 patients who presented from the start of the pandemic January 2020 until May 2021. DM was present in 78% of the patients, and 87% had received corticosteroids for COVID-19, suggesting that both factors are the most important predisposing factors for CO-MUCOR. This is in line with the findings of our study, in which 90.9% of the patients had DM and 88% had a history of corticosteroid treatment [9].

The prevalence of diabetes in CO-MUCOR in our study was higher than historical cohorts of mucormycosis (Binder et al., 2014) not associated with COVID (90.9% vs. 76%). Newly detected diabetes is reportedly less prevalent in CO-MUCOR compared to mucormycosis not associated with COVID-19 (6% versus 10%). This disagreed with Arora et al. in 2022 who performed a case-control study of 352 patients (152 cases and 200 controls) diagnosed with COVID-19, and they found that newly detected diabetes was much higher in CO-MUCOR patients (20%) [6, 10].

Diabetic ketoacidosis is detected in 26.7% of patients with mucormycosis at presentation, which is a rare occurrence in the natural history of type 2 diabetes; otherwise [11], this agrees with Arora et al. (2022) who observed the appearance of DKA in 22% of CO-MUCOR at presentation [6]. However, DKA was previously identified to be uncommon among CO-MUCOR compared to mucormycosis not associated with COVID-19 (8.6%) in the study of Patel et al. in 2021 [2].

Reports of CO-MUCOR outside the Indian population are scarce, most of which are case reports (Hussain et al., 2021) [12]. In Iran, two cross-sectional studies in 2021 from Tehran by Pakdel et al. and West Iran by Avatef Fazeli et al. have reported on 15 and 12 cases of CO-MUCOR of which 86% and 87.3% had DM, with a mortality rate of 47% and 66.6%, respectively. These two studies agree with our study in percent of diabetics, but they reported a markedly higher mortality rate that may be due to smaller sample size than our current study [13, 14].

Our study also agrees with a series of 10 cases with CO-MUCOR reported in Pakistan by Nasir et al. in 2021 of which 70% were diabetic and 80% had received corticosteroids [15].

In contrast to our study, Rabagliati et al. in 2021 had reported 16 cases from Chile, 15 of which had received corticosteroids, but only 4 (25%) were diabetic, and none was immunocompromised, suggesting different predisposing factors within different settings [16].

In Egypt, Fouad et al., in December 2021, performed a multicentric retrospective analysis of 26 patients with CO-MUCOR, 96.2% had poorly controlled diabetes mellitus, and 76.9% had received corticosteroid treatment for COVID-19. They also reported that 61.6% of CO-MUCOR patients had visual loss. These findings come in accordance of our study (90.9% DM, 88% STEROID, 48.5% presented with visual loss). But on the other hand, Fouad et al. reported a shorter median duration from COVID-19 until the onset of CO-MUCOR was 20.5 days versus 30 days in our study, and a higher mortality rate was 46.2% despite surgical debridement in half of the cases that died (27.3% in our study) [17].

In older studies in Egypt, Fouad et al., in August 2021, reported 12 cases with rhino-orbital-cerebral mucormycosis presenting to a university hospital in Cairo during the first viral pandemic wave including 6 patients with prior or concurrent COVID-19. El-Kholy et al. in 2021 had also conducted a prospective longitudinal study on invasive fungal sinusitis that spanned the duration of the second Egyptian pandemic wave at a university hospital in another governorate, Mansoura, and detected 28 cases with CO-MUCOR. Alfishawy et al., in 2021, reported 21 patients with CO-MUCOR from 11 different hospitals in Metropolitan Cairo during the third pandemic wave, of which 19 (90.5%) had DM and all had received corticosteroid treatment [18, 19].

The previous findings of our study and previous studies lead us to the conclusion that Egypt comes second to India in the number of published reports of CO-MUCOR cases. The high prevalence of DM in the country, which ranges in recent cluster analyses in different regions from 16.7% (Asaad et al., 2018) to 20.9% (AlSawahli et al., 2019), could explain the burden of CO-MUCOR. Other factors noticed in our sample that can contribute to the disease load include delay in presentation (median 30 days), inadvertent use of corticosteroids in mild-moderate cases (88% of patients), and self-medication for viral infection at home instead of seeking hospital care for moderate-severe cases [20, 21].

The high surge of CO-MUCOR in diabetics and those receiving steroids can be contributed to the modulation of immune system. Neutrophils and macrophages kill sporangiospores and hyphal forms of Mucorales and constitute the main barrier to invasion [22].

An adaptive immune response is stimulated and characterized by strong Th-17 activation that initiates a stronger neutrophil response. Simultaneously, the immune response to COVID-19 is complex. Neutrophils in the nasopharyngeal epithelium demonstrate markers of premature activation, while adaptive immunity cells (T cells, NK cells, and B cells) are reduced in numbers [23].

These abnormalities tend to peak in the 2nd week, which may explain the clustering of CO-MUCOR cases in the 3rd week after the appearance of the COVID-19 symptoms. Furthermore, endothelial dysfunction and vasculopathy due to COVID-19 can support angioinvasion and the spread of mucorales [24, 25].

Diabetes or impaired glucose tolerance is reported in the majority of patients with mucormycosis with or without COVID-19. Hyperglycemia inhibits neutrophil chemotaxis, macrophage phagocystosis, and degranulation of NK cells [25]. Promote the expression of surface glucose-regulated protein (GRP78) on the endothelium, which is essential for mucorales invasion. Additionally, supraphysiological stress during COVID-19 illness and viral-mediated islet cell damage can contribute to hyperglycemia. Prolonged corticosteroid intake is a risk factor for the development of mucormycosis. This may be mediated by inhibition of macrophages and neutrophils and the tendency to cause hyperglycemia [26].

We noticed the predominance of headache and facial pain in most patients (69.7%) with CO-MUCOR which is consistent with Desai et al. (2021) who studied 100 patients with a documented history of SARS-CoV-2 infection; the most common complaints were headache and facial pain (55%). Also, Garg et al. (2021) reported a series of 10 cases of CO-MUCOR, and all of them (100%) complained of headache. The difference in percentage may be attributed to smaller sample size in their study [27, 28].

On examination, ophthalmoplegia was a common sign and was present in more than half of patients (54.5%), which is in line with Abdelsamie et al. in 2022 that reported the same percent (54.5%), and also was consistent with El-Kholy et al., in 2021, Desai et al. in 2021, and Mitra et al. in 2021 who found restricted eye movements were present in 63.9%, 58%, and 41% of patients, respectively [27, 29, 30].

In our study, 57.6% of CO-MUCOR patients had unilateral sinus affection. This finding disagrees with Abdelsamie et al. in 2022 who studied 22 patients with CO-MUCOR, and all of them had unilateral sinus affection [29].

In our study, we found that the left ethmoid sinus (81.8%) was the most commonly infected with CO-MUCOR. These finding is consistent with Sharma et al. (2021) study that reported 100% involvement of the ethmoid sinus in all 23 patients included. On the other hand, Nagalli and Kikkeri in their systematic review of the literature in 2021 found that the maxillary sinus was most commonly infected (47.4%) [31].

In our study, all patients received systemic antifungal. About two-thirds of the patients (24 patients, 72.7%) underwent endoscopic sinus surgery for mucormycosis. This agrees closely with Abdelsamie et al. in 2022 who reported that 90.9% of the patients received liposomal amphotericin B, and 81.8% of the patients underwent surgical debridement, and the mortality rate was 27.3% [29].

The overall mortality rate in our study was 27.3% (9 out of 33); this is equal to the overall mortality rate reported by Abdelsamie et al. in 2022, 27.3% (6 out of 22 patients). This close agreement may be due to the fact that both studies were performed in Egypt with similar predisposing factors and similar resources of treatment and more or less similar sample size [29].

On the other hand, the overall mortality in the COSMIC report was 14% (Sen et al., in 2022) which is markedly lower than in our patient group (27.3%). This could probably be attributed to the delay in presentation which is reflected by the median onset of CO-MUCOR following COVID-19 symptoms (13 days in the COSMIC report versus 30 days in our group) [9].

ConclusionThe current mucormycosis epidemic was precipitated by a unique confluence of risk factors: diabetes mellitus, widespread use of steroids, and perhaps SARS-CoV-2 infection itself. Restricting steroid use in patients with severe COVID-19 requiring oxygen therapy and screening for and optimally controlling hyperglycemia can prevent COVID–Mucor in a large majority.

Our findings call for the avoidance of steroids in mild COVID-19 in view of the risk of CAM. In general, it appears that neutrophil dysfunction (due to COVID-19, hyperglycemia, and steroids) and endothelial dysfunction (due to diabetes and COVID-19) may be the main pathogenetic mediators of CAM.

Availability of data and materials

The datasets used during the current study are available from the corresponding author on reasonable request.

References

  1. Hughes S, Troise O, Donaldson H, Mughal N, Moore LSP (2020) Bacterial and fungal coinfection among hospitalized patients with COVID-19: a retrospective cohort study in a UK secondary-care setting. Clin Microbiol Infect 26:1395–1399

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  2. Patel A, Agarwal R, Rudramurthy S et al (2021) Multicenter epidemiologic study of coronavirus disease–associated mucormycosis, India. Emerg Infect Dis 27:2349–2359

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  3. Narayanan S, Chua JV, Baddley JW (2021) Coronavirus disease 2019–associated mucormycosis: risk factors and mechanisms of disease. Clinical Infectious Diseases J 74(7):1279-1283. https://doi.org/10.1093/cid/ciab726.

  4. Mahmoud MS, Taha MS, Mansour OI et al (2022) Prevalence and outcomes of olfactory and gustatory dysfunctions in hospitalized SARS-CoV-2-infected patients. Egypt J Otolaryngol 38:19. https://doi.org/10.1186/s43163-022-00207-z

    Article  Google Scholar 

  5. Rezk M, Saleeb M (2022) Comparative study for use of steroids in treatment of sudden sensorineural hearing loss in COVID19 patients. Egypt J Hosp Med 89(1):4848–4853. https://doi.org/10.21608/ejhm.2022.260751

    Article  Google Scholar 

  6. Arora A, Megha Priyadarshi A, Varidh Katiyar B, Manish Soneja A, Prerna Garg A, Ishan Gupta A, Vishwesh Bharadiya A, Parul Berry A, Tamoghna Ghosh A, Lajjaben Patel A, Radhika Sarda A, Shreya Garg C, Shubham Agarwal A, Veronica Arora D, Aishwarya Ramprasad A, Amit Kumar A, Rohit Kumar Garg A, Parul Kodan A, Neeraj Nischal A, Gagandeep Singh E, Pankaj Jorwal A, Arvind Kumar A, Upendra Baitha A, Ved Prakash Meena A, Animesh Ray A, Prayas Sethi A, Immaculata Xess E, Naval Vikram A, Sanjeev Sinha A, Ashutosh Biswas A, Alok Thakar C, Sushma Bhatnagar F, Anjan Trikha G (2022) Risk factors for coronavirus disease-associated mucormycosisUmang. Naveet Wig J Infect 84:383–390

    Article  CAS  PubMed  Google Scholar 

  7. Pandiar D, Kumar NS, Anand R, Kamboj M, Narwal A, Shameena PM (2021) Does COVID 19 generate a milieu for propagation of mucormycosis? Med Hypotheses. 152:110613. https://doi.org/10.1016/j.mehy.2021.110613

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  8. Singh AK, Singh R, Joshi SR, Misra A (2021) Mucormycosis in COVID-19: a systematic review of cases reported worldwide and in India. Diabetes Metab Syndr Clin Res Rev. 15(4):102146. https://doi.org/10.1016/j.dsx.2021.05.019

    Article  CAS  Google Scholar 

  9. Sen M, Honavar SG, Bansal R et al (2021) Epidemiology, clinical profile, management, and outcome of COVID-19-associated rhino-orbital-cerebral mucormycosis in 2826 patients in India – collaborative OPAI-IJO study on mucormycosis in COVID-19 (COSMIC), report 1. Indian J Ophthalmol. 69(7):1670–1692

    Article  PubMed  PubMed Central  Google Scholar 

  10. Binder U, Maurer E, Lass-Flörl C (2014) Mucormycosis–from the pathogens to the dis- ease. Clin Microbiol Infect OffPubl Eur Soc Clin Microbiol. Infect Dis 6:60–66 20 Suppl

    Google Scholar 

  11. Dhatariya KK, Glaser NS, Codner E, Umpierrez GE (2020) Diabetic ketoacidosis. Nat Rev Dis Primer 6(1):40

    Article  Google Scholar 

  12. Hussain S, Baxi H, Riad A et al (2021) COVID-19-associated mucormycosis (CAM): an updated evidence mapping. Int J Environ Res Public Health. 18(19):10340. https://doi.org/10.3390/ijerph181910340

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  13. Pakdel F, Ahmadikia K, Salehi M et al (2021) Mucormycosis in patients with COVID-19: a cross-sectional descriptive multicentre study from Iran. Mycoses. 64:1238–1252

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  14. Avatef Fazeli M, Rezaei L, Javadirad E et al (2021) Increased incidence of rhino-orbital mucormycosis in an educational therapeutic hospital during the COVID-19 pandemic in western Iran: an observational study. Mycoses. 64(11):1366–1377. https://doi.org/10.1111/myc.13351

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  15. Nasir N, Farooqi J, Mahmood SF, Jabeen K (2021) COVID-19 associated mucormycosis: a life-threatening complication in patients admitted with severe to critical COVID-19 from Pakistan. Clin Microbiol Infect. 27(11):1704–1707. https://doi.org/10.1016/j.cmi.2021.07.038

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  16. Rabagliati R, Rodríguez N, Núñez C, Huete A, Bravo S, Garcia P (2021) COVID-19-associated mold infection in critically ill patients, Chile. Emerg Infect Dis 27(5):1454–1456. https://doi.org/10.3201/eid2705.204412

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  17. Fouad YA, Bakre HM, Nassar MA, Shaat GMA, AK. (2021) Characteristics and outcomes of a series of COVID-associated mucormycosis patients in two different settings in Egypt through the third pandemic wave. Clin Ophthalmol. 15:4795–4800. https://doi.org/10.2147/OPTH.S344937

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  18. El-Kholy NA, El-Fattah AMA, Khafagy YW (2021) Invasive fungal sinusitis in post COVID-19 patients: a new clinical entity. Laryngoscope. 131(12):2652–2658. https://doi.org/10.1002/lary.29632

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  19. Alfishawy M, Elbendary A, Younes A et al (2021) Diabetes mellitus and coronavirus disease (Covid-19) associated mucormycosis (CAM): a wake-up call from Egypt. Diabetes Metab Syndr. 15(5):102195. https://doi.org/10.1016/j.dsx.2021.102195

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  20. Assaad Khalil SH, Megallaa MH, Rohoma KH et al (2018) Prevalence of type 2 diabetes mellitus in a sample of the adult population of Alexandria, Egypt. Diabetes Res Clin Pract 144:63–73. https://doi.org/10.1016/j.diabres.2018.07.025

    Article  PubMed  Google Scholar 

  21. AlSawahli H, Mpyet CD, Ezzelarab G et al (2021) Population-based cross-sectional prevalence survey of diabetes and diabetic retinopathy in Sohag—Egypt, 2019. BMJ Open. 11(6):e047757. https://doi.org/10.1136/bmjopen-2020-04775

    Article  PubMed  PubMed Central  Google Scholar 

  22. Ghuman H, Voelz K (2017) Innate and adaptive immunity to mucorales. J Fungi Basel Switz 3(3):E48

    Article  Google Scholar 

  23. Lucas C, Wong P, Klein J, TBR C, Silva J, Sundaram M et al (2020) Longi- tudinal analyses reveal immunological misfiring in severe COVID-19. Nature 584(7821):463–469

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  24. Mahmoud MS, Diab AG, Ngombu S, Prevedello DM, Carrau RL (2021) Endoscopic transorbital ligation of the maxillary artery through the inferior orbital fissure. Head Neck. 43(6):1830–1837. https://doi.org/10.1002/hed.26655 Epub 2021 Mar 10. PMID: 33751697

    Article  PubMed  Google Scholar 

  25. Afiat B, Nofri R, Adi IT, Rovina R (2020) Type 2 diabetes and its impact on the immune system. Curr Diabetes Rev 16(5):442–449 May 31 . 16

    Google Scholar 

  26. Ibrahim AS, Spellberg B, Walsh TJ, Kontoyiannis DP (2012) Pathogenesis of mucormy- cosis. Clin Infect Dis 54(suppl_1):S16–S22

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  27. Desai EJ, Pandya A, Upadhya I et al (2021) Epidemiology, clinical features and management of rhino orbital mucormycosis in post COVID 19 patients. Indian. J Otolaryngol Head Neck Surg.:1–5. https://doi.org/10.1007/s12070-021-02807-2 [Epub ahead of print], indexed in Pubmed: 34414101

  28. Garg R, Bharangar S, Gupta S et al (2021) Post Covid-19 infection presenting as rhino-orbital mycosis. Indian. J Otolaryngol Head Neck Surg.:1–8. https://doi.org/10.1007/s12070-021-02722-6 indexed in Pubmed: 34307112.[Epub ahead of print]

  29. Abdelsamie AM, Abdelazim HM, Elnems MG, Abdelhakam RB, Abdelalim AA Covid-19-related acute invasive fungal sinusitis: clinical features and outcomes. Int Arch Otorhinolaryngol 26 1/2022

  30. Mitra S, Janweja M, Sengupta A (2021) Post-COVID-19 rhino-orbito-cerebral mucormycosis: a new addition to challenges in pandemic control. Eur Arch Otorhinolaryngol. https://doi.org/10.1007/s00405-021-07010-1 [Epub ahead of print], indexed in Pubmed: 34309754

  31. Nagalli S, KikkerI NS (2021) Mucormycosis in COVID-19: a systematic review of literature. Infez Med. 29(4):504–512. https://doi.org/10.53854/liim-2904-2

    Article  CAS  PubMed  PubMed Central  Google Scholar 

Download references

Acknowledgements

We would like to express our appreciation to the residents of our departments for their help and support.

Funding

No funding to be declared

Author information

Authors and Affiliations

Authors

Contributions

All authors had full access to all of the data in the study and take responsibility for the integrity of the data and the accuracy of the data analysis. MFS, concept and design, acquisition and interpretation of the data, drafting of the manuscript, critical revision of the manuscript for important intellectual content, and supervision. MMS, concept and design, interpretation of the data, drafting of the manuscript, critical revision of the manuscript for important intellectual content, and supervision. SMS, concept and design, interpretation of the data, drafting of the manuscript, critical revision of the manuscript for important intellectual content, and supervision. MMN, interpretation of the data, drafting of the manuscript, and critical revision of the manuscript for important intellectual content. The authors read and approved the final manuscript.

Corresponding author

Correspondence to Mina Fayez Saleeb.

Ethics declarations

Ethics approval and consent to participate

Ethical approval for the current study protocol was obtained from Ain Shams University Faculty of Medicine Research Ethics Committee (REC) FWA00017585. Informed written consent to participate in the study was provided by all participants.

Consent for publication

Written consent for publication is taken from all participants.

Competing interests

The authors declare that they have no competing interests.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Saleeb, M.F., Sabry, S.M., Mahmoud, M.S. et al. Risk factors affecting outcome of rhino-orbital-cerebral mucormycosis in COVID-19 patients. Egypt J Otolaryngol 39, 95 (2023). https://doi.org/10.1186/s43163-023-00406-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1186/s43163-023-00406-2

Keywords