key: cord-0973712-xnmgos7e
authors: Zhao, Yi; Liu, Yujie; Yi, Fangzheng; Zhang, Jun; Xu, Zhaohui; Liu, Yehai; Tao, Ye
title: Type 2 diabetes mellitus impaired nasal immunity and increased the risk of hyposmia in COVID-19 mild pneumonia patients
date: 2021-01-22
journal: Int Immunopharmacol
DOI: 10.1016/j.intimp.2021.107406
sha: 122c21cca2fda1bbafdbeeb92f8927f95a248ab9
doc_id: 973712
cord_uid: xnmgos7e

In patients with COVID-19, type 2 diabetes mellitus (T2DM) can impair the function of nasal-associated lymphoid tissue (NALT) and result in olfactory dysfunction. Exploring the causative alterations of T2DM within the nasal mucosa and NALT could provide insight into the pathogenic mechanisms and bridge the gap between innate immunity and adaptive immunity for virus clearance. Here, we designed a case-control study to compare the olfactory function (OF) among the groups of normal control (NC), COVID-19 mild pneumonia (MP), and MP patients with T2DM (MPT) after a 6-8 months’ recovery, in which MPT had a higher risk of hyposmia than MP and NC. No significant difference was found between the MP and NC. This elevated risk of hyposmia indicated that T2DM increased COVID-19 susceptibility in the nasal cavity with unknown causations. Therefore, we used the T2DM animal model (db/db mice) to evaluate how T2DM increased COVID-19 associated susceptibilities in the nasal mucosa and lymphoid tissues. Db/db mice demonstratedupregulated microvasculature ACE2 expression and significant alterations in lymphocytes component of NALT. Specifically, db/db mice NALT had increased immune-suppressive TCRγδ ± CD4-CD8- T and decreased immune-effective CD4 ± /CD8 ± TCRβ ± T cells and decreased mucosa-protective CD19 ± B cells. These results indicated that T2DM could dampen the first-line defense of nasal immunity, and further mechanic studies of metabolic damage and NALT restoration should be one of the highest importance for COVID-19 healing.

Since December 2019, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection and coronavirus disease 2019 (COVID- 19) has caused a pandemic outbreak in over 200 countries, resulting in millions of confirmed cases of infection worldwide [1] . The underlying diseases, including type 2 diabetes mellitus (T2DM), hypertension, and other diseases that impair the immune system, can not only increase the susceptibility to COVID-19 but also enhance COVID-19 severity and lethality [2, 3] . In confirmed cases of COVID-19, olfactory dysfunction (OD) and gustatory dysfunction were the initial syndromes with a high incidence that consistently appeared 2-3 days before the consequent pneumonia syndromes [4, 5] .

SARS-CoV-2 can attack the olfactory nerves or the mucosal tissue surrounding them and result in OD [6] . SARS-CoV-2 can use a specific domain structure called spike1 protein (S1 protein) to bind angiotensin-converting enzyme 2 (ACE2), which is widely expressed on endothelial cells or epithelial cells, particularly on those cells distributed in the microvasculature for metabolic exchange [7] [8] [9] . Moreover, transmembrane protease serine 2 (TMPRSS2) can facilitate SARS-CoV-2 infection via two independent mechanisms, proteolytic cleavage of the ACE2 receptor, which promotes viral uptake, and cleavage of the S1 glycoprotein, which activates the glycoprotein for host cell entry [10, 11] .

After cellular entry, SARS-CoV-2 starts to reproduce and results in tissue damage, while the host immune system initiates the specific virus-antigen recognition and presentation process and triggers adaptive immune responses [12] . As the first line of mucosal host defense, nasopharynx-associated lymphoid tissue (NALT) is a tertiary lymphoid tissue [13] . NALT can initiate innate immunity, recognize and present specific antigens (via dendritic cells (DCs) and macrophages) and induce T helper 1 (Th1) and T helper 2 (Th2) cells, follicular T helper (T FH ) cells, virus-specific cytotoxic CD8 + T lymphocytes (CTLs), and committed B cells [13] [14] [15] .

Importantly, the specific plasma cells that secrete atopic monoclonal antibodies (e.g., IgM, IgA, and IgG) can neutralize SARS-CoV-2 and thereby cure COVID-19 effectively [16] .

The NALT plays a crucial role in the first-line host defense against SARS-CoV-2 and the OD prevention and olfactory function (OF) recovery. However, T2DM can alter NALT, increase disease susceptibility and severity, aggravate OD, and impair the recovery of olfactory function.

Furthermore, in COVID-19 pneumonia patients with concomitant T2DM, the risk of OD and the functional alterations of NALT remain unclear. Therefore, our study focused on two areas: (a) assess the joint risk (SARS-CoV-2 and T2DM) on OD in COVID-19 pneumonia patients and (b) use a mouse model to mirror the causative alterations of T2DM associated with COVID-19 susceptibility and delineate their crucial changes (ACE2 and TMPRSS2 entry factors; lymphocyte type and quantity) that might increase the risk of OD in the nasal mucosa and NALT.

This study was designed to evaluate the T2DM-associated risks of OD in COVID-19. For this purpose, we used matched-pair analysis to remove confounding factors effectively and thereby set up three groups, as follows: (1) We reviewed the medical records of 1179 consecutive patients (patient database) with a confirmed diagnosis (either nucleic acid positive or antibody positive for SARS-CoV-2 infection and identification via lung CT imaging) in Wuhan Huoshenshan Hospital, Wuhan Union Oncology Hospital, and the First Affiliated Hospital of Anhui Medical University from Jan 18 th to Apr 10 th , 2020. Since COVID-19 was progressive and associated with many susceptible variants that can impact OF (e.g., hypertension, advanced age, immune state of individuals, smoking history, cancer), we made an inclusion criterion to enroll the patients and an excluding criteria to avoid the interference of those multiple variants in the OF evaluation and analysis (Table. 1 ).

Once the case met one condition of the exclusion criteria, that case would be excluded in this study. Eventually, the COVID-19 MPT group had 41 cases available for matching. Additionally, we used C-peptide to discriminate the T1DM (c-peptide ≤ 0.2nmol/l) and T2DM (C-peptide > 0.2nmol/l) [17] , and glutamate decarboxylase antibody positivity (GADA+) to diagnose the latent autoimmune diabetes in adults (LADA) [18] .

We screened the patient database again and collected epidemiologic and clinical information (e.g., age, sex, and treatment) to establish the matched-pair study design (from Jul 18 th to Aug 18 th ). The matched-pair ratio was followed at a 1:1 ratio for both COVID-19 MP and NC group data. The matching criteria were as follows: (1) age difference ≤ ten years; (2) samesex; (3) diagnosis time from disease onset < 1 week; (4) identical therapeutic strategy (e.g., Table 1 . In addition, the time-point for testing olfactory function was set up at 6-8 months after the pneumonia healing (from Jul 18 th to Oct 1 st ), and the healing standards were based on repeated negativity of the nucleus acid test (time interval ≥ 72h) and chest CT scan diagnosis. All subjects in this study signed an informed consent form, and the institutional review boards (IRBs) of those previously mentioned hospitals approved this study protocol.

Before olfactory function evaluation, we used the anterior rhinoscopy and nasal CT scan to exclude the hyposmia or anosmia caused by severe allergic rhinitis and nasal obstructive diseases (e.g., chronic sinusitis, nasal polyps). We used the test of Sniffin's Sticks for olfactory function evaluation, which could distinguish between normosmics and anosmics in a highly significant manner and had been validated in Chinese population as previously described [19] [20] [21] . Briefly, results of the Sniffin's Sticks are presented as composite "threshold-discriminationidentification score" (TDI), the sum of its three independent tests of threshold(T), discrimination(D), and identification(I). Discrimination and identification were scored from 0-16, and threshold was scored from 1-16, and the total sum of TDI score ranged from 1 to 48, with higher scores reflecting better OF [19, 20] . In this study, all enrolled subjected completed the Sniffin's Sticks with an ensured performance of each statement.

The IRB of Anhui Medical University approved this experiment, which was performed in compliance with the national guidelines for the care and use of laboratory animals. In this study, all mice were male mice on the C57BL/6J background at 9-10 weeks old. This study obtained 20 specific pathogen-free (SPF) mice (10 WT and 10 db/db mice) from Nanjing Model Animal Institute, and mice were housed under SPF conditions and sacrificed for sample collection. Precisely, those mice experiments, independent of the smell tests in patients, were executed from May 1 st to Jul 18 th .

We used a microscope to ensure the nasal cavity's completeness and removed the covering fur and skin, the bone of the incisors and zygomatic bow and the top partition of the skull and the cerebrum tissue. Tissue fixation, decalcification, embedding, and sectioning were performed according to previously described protocols [22] . In addition, the IHC staining methods and immunofluorescence experiments were used according to previously described protocols [23] . A schematic diagram of the mouse nasal cavity is shown in Supplemental Fig. 1 .

We separated the NALT as previously described [24] . We sacrificed the mice under anesthesia (diethyl ether) via decapitation and removed the lower jaws and tongues. After their removal, we excised the palates and carefully dissected the palates from the bone tissues with fine forceps and a scalpel blade. Furthermore, we placed the palates (including the NALT) in a Petri dish containing ice-cold Hank's balanced salt solution with 5% heat-inactivated fetal bovine serum and gently agitated the NALT on a stainless steel mesh to release the cells. Then, we washed the NALT cell suspension three times and filtered the cell suspension with nylon wool to remove large cellular aggregates.

For IHC staining, we used the following antibodies: anti-ACE2 antibody (ab108252), anti-TMPRSS2 antibody (ab242384) and anti-OMP antibody (ab183947) from Abcam.cn. 

We used SPSS (IBM SPSS software, version 22.0) for statistical analysis. Paired and unpaired Student's t-tests were used for subgroup comparisons. The initial classification of TDI scores defined functional normosmia as a TDI score > 30.75, anosmia as a TDI score ≤ 16.5, and hyposmia as a score between these two values [25] . Therefore, we divided the groups (NC, COVID-19 PT, and COVID-19 MPT) into subgroups of hyposmia group (16.5<TDI<31) and normosmia group (TDI≥31) [25, 26] .

We used binary logistic regression to estimate the OR value for OD based on the above grouping methods. p < 0.05 was set as significant. *, p < 0.05; **, p < 0.01; ***, p < 0.001.

Pneumonia of COVID-19 is a rapidly progressive disease, and the speed of that progression varied among different individuals. Therefore, that huge variance required dynamic observation on the pneumonia progression, for which chest CT scan was an appropriate method which had classified COVID-19 pneumonia into four subtypes as follows: healthy, mild, progressive and severe (Table. 1.). Contrary to the complicated treatments and various outcomes in progressive and severe subtypes, mild pneumonia patients demonstrated a degree of SARS-Cov-2 susceptibility, and their using drugs and disease course were similar, and this similarity provided feasibility for a case-control study in OF evaluation.

We used the method of Sniffin's Sticks for olfactory function evaluation in all enrolled subjects, and none had found anosmia (TDI ≤ 16.3). Further the incidence ratios of hyposmia in groups of NC, COVID-19 MP, and COVID-19 MPT were 4.8%, 9.8%, and 31.7%, respectively. In addition, multiple t-tests comparisons showed that the NC group had a significantly higher TDI score than either the COVID-19 MP or COVID-19 MPT group, and the COVID-19 MP group also had a higher TDI score than the COVID-19 MPT group; and the comparison between the NC and COVID-19 MP group did not show significance. Specifically, similar results were also shown in separate comparisons among the sub-scores of threshold, discrimination and identification ( Table. 2). Therefore, the COVID-19 MP patients did not show a higher risk of hyposmia while the COVID-19 MPT had increased the incidence, and this result indicated that T2DM could facilitate SARS-CoV-2 invasiveness in the nasal cavity and potentially hamper the olfactory function recovery, thereby increasing the risk of hyposmia.

We used the techniques of tissue decalcification for nasal cavity morphology determination and fluorescence imaging collection, in which the structures of the nasal cavity (e.g., olfactory mucosa, turbinate, and NALT) are shown in Supplemental Fig. 1 . The olfactory mucosa of db/db mice had ACE2 upregulation compared to that of wild-type (WT) mouse olfactory mucosa, and ACE2 upregulation was located within the microvasculature that underlies the submucosa ( Fig. 2A-F) . However, TMPRSS2 was expressed across the olfactory mucosa (mucosal epithelium, lamina propria, and submucosa), and TMPRSS2 expression was decreased in db/db mice, particularly within the mucosal epithelium ( Fig. 2G-L) . These results indicated that T2DM increased the susceptibility to COVID-19, which may be mainly attributed to ACE2 upregulation. In addition, we did not find a significant alteration in olfactory marker protein (OMP) expression ( Fig. 2B and 2E; Fig. 2H and 2K ), but the thickness of the olfactory mucosa and the top of the nasal fornix, where olfactory function is highly sensitive, were significantly reduced in db/db mice compared with those in WT control mice (p< 0.05; Supplemental Fig. 2A-G) . Furthermore, flow cytometry was used to isolate and count the cell number, and the db/db mice had a significant total cell number and CD45 + lymphocyte reduction compared to those of the WT control mice (Supplemental Fig. 2H ). Therefore, mucosal thinness and cell reduction indicated that T2DM might result in mucosal atrophy and NALT dysfunction, thereby increasing COVID-19 susceptibility and further impairing olfactory nerve regeneration after SARS-CoV-2 insult.

Cluster of differentiation 3 (CD3) is a T cell receptor that is expressed on both CD4 + and CD8 + T cells, and CD19 is a biomarker for normal and neoplastic B cells. Db/db mice showed significant CD3 + T and CD19 + B cell reduction within NALT compared to those in WT control mice. Furthermore, both CD4 + and CD8 + lymphocyte counts within NALT were reduced in db/db mice (Fig. 3A-J) .

Importantly, a flow cytometry assay demonstrated notable T cell alterations, in which db/db NALT presented increased TCRγδ + T cell levels (ratio and quantity) and a decreased quantity of TCRβ + CD4 + and TCRβ + CD8a + T cells. In addition, most of the additional TCRγδ + T cells were CD4 -CD8 -T cells (99.3%; gating strategies in Supplemental Fig. 3) . Furthermore, both the ratio and the quantity of B cells were significantly reduced in NALT (Fig. 3M and 3N ).

Macrophages and DCs are innate immune cells that perform an antigen-presenting function that bridges the gap between innate and adaptive immunity. For the marking and positioning of macrophages and DCs, we used single staining of F4/80 and double staining of CD11b and CD11c. However, we found a few macrophages and DCs within NALT via immunohistochemistry (IHC) fluorescent staining (Fig. 4A-L) . Moreover, we also used the flow cytometry assay for gating macrophages and DCs (Supplemental Fig. 4) , and their ratios of CD45 + leukocytes and overall numbers did not show significant differences ( Fig. 4M and 4N ).

The olfactory mucosal epithelium is the first line of defense against invading respiratory and (2) nasal immunity deficiency via NALT lymphocyte reduction (CD4 + and CD8 + T cells and

Upregulation of ACE2 is a compensatory mechanism in T2DM but facilitates SARS-CoV-2 entry, and the location of ACE2 upregulation in the nasal cavity indicated the first site where the virus initiates colonization and replication. Functionally, ACE2 can transform angiotensin II into angiotensin (Ang 1-7), and Ang1-7 can oppose the effects of AngII and thereby negatively regulate the renin-angiotensin (RAS) system [7] [8] [9] 27] . In T2DM and hypertension, particularly in patients those treated with ACE inhibitors and angiotensin II type I receptor blockers (ARBs), ACE2 expression is substantially upregulated for cardiovascular homeostasis maintenance [7] , and this upregulation facilitates the entry of SARS-CoV-2 [28] . Moreover, ACE2 upregulation occurs on the endothelial cells of the microvasculature that are supported and accompanied by olfactory nerve fibers in the olfactory mucosa. Therefore, SARS-CoV-2 causes apoptosis or necrosis of endothelial cells [29] and may impair the blood supply and cause hypoxic ischemia of olfactory fibers [30] , thereby resulting in hyposmia [31] .

T2DM decreased TMPRSS2 expression and caused mucosal atrophy with thinned olfactory mucosa and epithelium ciliary dysfunction in db/db mice. TMPRSS2 is a plasma membrane-anchored serine protease that participates in proteolytic cascades and maintains prostate homeostasis via the regulation of androgen [32] , while TMPRSS2-deficient mice do not show a specific phenotype in survival, breeding, or diseases [33] . Although TMPRSS2 is an entry factor of SARS-CoV-2 and decreased TMPRSS2 expression thereby plays a protective role [34] , the mucosal epithelium still expresses sufficient TMPRSS2 to facilitate virus entry. In addition, mucosal atrophy might impair the immune response and hamper olfactory nerve regeneration.

Furthermore, contrary to a previous study showing that TMPRSS2 was expressed only within ACE2 + cells [28] , we found that TMPRSS2 was widely expressed (epithelium mucosa, submucosa and bone marrow) and did not have specific colocalization with ACE2 staining. This finding was consistent with the stratified analysis of ACE2 and TMPRSS2 expression in the nasal olfactory mucosa [35] . Specifically, TMPRSS2 downregulation might be associated with epithelial ciliary dysfunction.

T2DM-induced CD4 + and CD8 + T cell reduction in NALT might be a crucial factor in immune deficiency that can increase COVID-19 susceptibility and severity and risk of OD. NALT includes all of the immune components for antigen-specific T or B cell-mediated responses, which are necessary for the generation of trained mucosal immunity through the inhalation and presentation of antigens in the respiratory tract [14] . Importantly, innate immunity is the first line of antivirus defense, in which macrophages and DCs capture and internalize virus-specific antigens for presentation to T cells at secondary or tertiary lymphoid organs [36] . In addition, rapid migration of maturing DCs from the mucosal site of infection to NALT is critical for rapid priming of naïve T maturation and B cell activation [37] ; those naïve T cells differentiate into antigen-specific effector T cells, and their enrichment can exert effects at sites of virus infection [38] . Functionally, CD4 + Th1 cells can amplify the immune response through classical activation of macrophages and secretion of interferon (IFN)-γ [39] , CD4 + Th2 cells account for the generation of antigen-specific IgA-producing cells in NALT [40] , and coronavirus-specific CD8 + CTLs can generate high levels of effective cytokines (IFN-γ and TNF-α) and cytotoxic molecules (perforin and granzyme B) [41] .

Furthermore, most γδ T cells are CD4 and CD8 negative, and they perform a negative immune regulation function that includes tolerance maintenance and hyporesponsiveness to tumors; increased γδ T cells can inhibit CD8 + T cells in HBV-specific responses [42] . Although the underlying mechanisms by which T2DM can increase TCRγδ + T cell levels and decrease the TCRβ + T quantity and ratio within NALT remain unclear, inhibited NALT function results in firstline immune deficiency that prolongs the process of the adaptive immune response in COVID- 19 and uncontrolled virus infection in the olfactory mucosa, which is further associated with hyposmia.

B cell reduction in NALT devastates the nasal immune response. Most B cells within NALT are naïve B cells (sIgM + IgD + phenotype), and they require antigen-presenting cells (APCs) (e.g., DCs, macrophages and T cells) to differentiate them into committed B cells for a specific antiviral immune response. Notably, antigen-specific T FH cells express the surface protein CD40L, which can bind CD40 on B cells, thereby helping B cell activation in a T cell-dependent (TD) manner [43] , and antibodies generated via TD B cell activation have a higher affinity than those generated via T cell-independent B cell activation [44] . Therefore, a reduction in B cell quantity and impairment of B cell development could result in deficiencies in antibody production for SARS-CoV-2 clearance, and failed clearance within the olfactory mucosa may result in hyposmia and cerebral infection [45] .

Many studies have focused on the entry factors and immune susceptibility risks of SARS-CoV-2 infection; however, the crucial process by which APCs (e.g., macrophages, DCs, and T cells) bridge the gap between innate and adaptive immunity remains mostly unknown [46] . In our study, since SARS-CoV-2 research requires a high standard of control (biosafety level 4), we cannot assess the dynamic progress within a mouse model of virus infection due to limited conditions. Therefore, further explorations on how SARS-CoV-2 damages the olfactory mucosa

cells that secrete antibodies to neutralize the virus are essential. In addition, our limited sample size may cause a possible selection bias that could confound the olfactory function results in this study; therefore, additional larger population or functional studies are warranted for validation.

Our results suggested that T2DM resulted in an increased risk of hyposmia in COVID-19, and a T2DM mouse model showed that this increased risk might contribute to elevated ACE2 expression within the microvasculature of the olfactory mucosa and immune deficiency in NALT (T and B cell reduction). Specifically, db/db mice demonstrated an increase in TCRγδ + CD4 -CD8 -T cell levels and a decrease in TCRβ + T cell levels (CD4 + or CD8 + ), and TCRγδCD4 -CD8 -T cells suppressed CD8 + -mediated antiviral immune responses. Furthermore, the B cell levels also showed a significant reduction in db/db NALT. Therefore, increased immune-suppressive

TCRγδ + T cell levels and decreased immune-effective TCRβ + T cell levels, combined with B cell reduction, could represent the immune deficiency state in db/db NALT. NALT is the first line of antiviral defense, and NALT dysfunction can impair B cell development and efficient antibody production for SARS-CoV-2 clearance. Therefore, functional restoration of NALT, which can build the core center in trained immunity, may shed light on the unknown mechanisms within the antigen presentation process and improve the effects of nasal vaccination, thereby improving the prognosis and recovery of olfactory function in COVID-19.

The authors gratefully thank Ms. Ying Li for laboratory support. Table. 1

Exclusion Criteria Population

(1) age range: 36 ≤ y ≤ 55 years;

(2) MP with repeated CT diagnosis;

(3) admitted to hospitals from Jan 18th to Apr 10th, 2020.

(1) severe or critical pneumonia; (2) hypertension; (3) cancer; (4) cardiovascular diseases; (5) healing time more than three weeks; (6) diabetes complications (e.g., peripheral neuropathy, diabetic foot, and nephropathy); (7) history of anosmia or hyposmia before November 2019 (e.g., head trauma, cystic fibrosis); (8) chronic obstructive pulmonary disease (COPD) and other pulmonary diseases; (9) smoking history; (10) other immune deficiency diseases (e.g., autoimmune disease and renal failure); (11) laboratory inspections (e.g., high IL-6 level) that indicated severe disease; (12) chronic sinusitis with CT scan identification; (13) Kallman syndrome; (14) severe allergic rhinitis. T2DM diagnosis (1) Patients who were diagnosed with T2DM;

(2) newly diagnosed patients with A1c≥ 6.5%, fasting plasma glucose≥ 7.0mmol/L, random plasma glucose ≥ 11.1momo/L, and symptoms (e.g., polyuria, polydipsia, unintentional weight loss); (3) c-peptide > 0.2nmol/l.

(1) previously confirmed diagnosis of T1DM;

(2) latent autoimmune diabetes in adults (LADA) with Glutamate decarboxylase antibody positivity (GADA+).

(3) c-peptide ≤ 0.2nmol/l.

Chest CT scan (1) mild type: manifested ground-glass opacities and consolidation, thin and small subpleural patchy, in either single or bilateral lobes.

(1) healthy type: did not exhibit alterations on the pulmonary imaging;

(2) progressive type, large lesions and multiple lung lobes that involved in bilateral lungs, accompanied with bronchial retraction, bronchiectasis, and interlobular pleural thickening; and (3) severe type, bilateral lungs exhibited diffused Lesions with uneven distribution of density and large areas of consolidation and ground-glass opacities. Large lesions of the lung resulted in the sign of "white lung," with or without thickened interlobular pleura, and bilateral pleura and pleural effusion. Frequency of chest CT scan Chest CT scan was performed in a time interval of 3-7 days in a stable disease condition.

If the disease progressed rapidly and symptoms exacerbated, the chest CT scan would be performed every day or twice a day.

Healing standard (1) repeated negativity of COVID-19 nucleic acid test (time interval ≥ 72h); (2) disappearance of COVID-19 associated symptoms (e.g., fever, cough); (3) Chest CT scan: above mentioned CT manifestations disappeared or became a subpleural thin curvilinear opacity with welldefined edges paralleling the pleural surface.

(1) repeated negativity of COVID-19 nucleic acid test (time interval ≥ 72h); (2) chest CT scan: large lesions were absorbed, and the formation of widespread ground-glass opacification and considerable architectural distortion;

(3) death Fig. 1 . T2DM increased the risk of OD.

(A) multiple t-tests comparisons showed that the NC group had a significantly higher TDI score than either the COVID-19 MP or COVID-19 MPT group, and the COVID-19 MP group also had a higher TDI score than the COVID-19 MPT group; and the comparison between the NC and COVID-19 MP group did not show significance. (B-D) similar results were also shown in separate comparisons among the sub-scores of threshold, discrimination and identification, respectively. (N) show the data from a flow cytometry assay gating macrophages and DCs, and their ratio of CD45+ lymphocytes and overall quantity was low and did not show significant differences between the WT and db/db mice.

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 COVID-19 mild pneumonia patients with type 2 diabetes mellitus (T2DM) had higher incidence of hyposmia  T2DM upregulated ACE2 expression in the mucosal microvasculature in DB/DB mouse  T2DM increased immune-suppressive TCRγδ + CD4 -CD8 -T and decreased immune-effective TCRβ + T cells (CD4 + or CD8 + ) and mucosa-protective CD19 + B cells in nasal associated lymphoid tissue.