Ahmad Fariz Malvi Zamzam Zein1, Wilson Matthew Raffaello2. 1. Department of Internal Medicine, Faculty of Medicine, Universitas Swadaya Gunung Jati, Cirebon, Indonesia; Department of Internal Medicine, Waled General Hospital, Cirebon, Indonesia. Electronic address: fariz_zein_dr@yahoo.com. 2. Faculty of Medicine, Universitas Pelita Harapan, Tangerang, Indonesia. Electronic address: wilsonkores@gmail.com.
Abstract
INTRODUCTION: This systematic review and meta-analysis aimed to synthesize the latest evidence on the effect of dipeptidyl peptidase-4 (DPP-IV) inhibitor in patients with COVID-19. METHODS: We performed a systematic literature search from the PubMed, Scopus, Embase, and Clinicaltrials.gov up until 15 July 2021. Studies that met the following criteria were included: prospective or retrospective observational studies or case series or randomized controlled trials (RCTs) reporting DPP-IV inhibitor use in patients with COVID-19 and mortality. The intervention group was patients receiving DPP-IV inhibitor. The control group was patients that did not receive DPP-IV inhibitor. The outcome was mortality reported as odds ratio (OR). RESULTS: There were 11 studies consisting of 5950 patients in this meta-analysis. DPP-IV inhibitor use was associated with reduced mortality (OR 0.75 [0.56, 0.99], p = 0.043, I2: 42.9, p = 0.064) compared to those that did not receive DPP-IV inhibitor. Sensitivity analysis using the fixed-effect model (OR 0.75 [0.63, 0.88], p < 0.001, I2: 42.9, p = 0.064) also showed mortality benefit. The association between DPP-IV inhibitor and mortality was not significantly affected by age (p = 0.540), sex (p = 0.054), hypertension (p = 0.320), location (continent; p = 0.532), and retrospective/prospective nature of the study (p = 0.840). However, the association was affected by metformin (OR 1.03 [95% CI 1.01, 1.06], p = 0.010) and ACEI/ARB use (OR 1.06 [95% CI 1.02, 1.10], p = 0.004). CONCLUSION: This meta-analysis showed that DPP-IV inhibitor was associated with reduced mortality in patients with COVID-19.
INTRODUCTION: This systematic review and meta-analysis aimed to synthesize the latest evidence on the effect of dipeptidyl peptidase-4 (DPP-IV) inhibitor in patients with COVID-19. METHODS: We performed a systematic literature search from the PubMed, Scopus, Embase, and Clinicaltrials.gov up until 15 July 2021. Studies that met the following criteria were included: prospective or retrospective observational studies or case series or randomized controlled trials (RCTs) reporting DPP-IV inhibitor use in patients with COVID-19 and mortality. The intervention group was patients receiving DPP-IV inhibitor. The control group was patients that did not receive DPP-IV inhibitor. The outcome was mortality reported as odds ratio (OR). RESULTS: There were 11 studies consisting of 5950 patients in this meta-analysis. DPP-IV inhibitor use was associated with reduced mortality (OR 0.75 [0.56, 0.99], p = 0.043, I2: 42.9, p = 0.064) compared to those that did not receive DPP-IV inhibitor. Sensitivity analysis using the fixed-effect model (OR 0.75 [0.63, 0.88], p < 0.001, I2: 42.9, p = 0.064) also showed mortality benefit. The association between DPP-IV inhibitor and mortality was not significantly affected by age (p = 0.540), sex (p = 0.054), hypertension (p = 0.320), location (continent; p = 0.532), and retrospective/prospective nature of the study (p = 0.840). However, the association was affected by metformin (OR 1.03 [95% CI 1.01, 1.06], p = 0.010) and ACEI/ARB use (OR 1.06 [95% CI 1.02, 1.10], p = 0.004). CONCLUSION: This meta-analysis showed that DPP-IV inhibitor was associated with reduced mortality in patients with COVID-19.
COVID-19 caused mortality either directly through biological mechanism or indirectly by disrupting health care system. [[1], [2], [3], [4], [5], [6]] Type 2 diabetes mellitus (T2DM) is a common comorbidity in patients with COVID-19 and also is well known as a risk factor for developing a more severe condition in COVID-19 [5,[7], [8], [9]]. Whether the glucose lowering agents that are commonly used among T2DM patients affect the outcome of the COVID-19 patients is important. The most important goal is to establish the evidence on whether these medications are harmful, neutral, or beneficial in patients with COVID-19. It is then found that antidiabetic medications may actually improve the outcome, especially by improving cardiovascular and renal function which is commonly impaired during the course of infection [[10], [11], [12]].Previously, metformin was found to be beneficial in patients with COVID-19 [13]. One particular antidiabetic medication that has recently raised considerable interest is the relatively new dipeptidyl peptidase-4 (DPP-IV) inhibitor, which is well known for its excellent safety profile [14] and widely used as a treatment of T2DM. The use of DPP-IV inhibitor raises some concern due to its role in the regulation of T-cell activity, however, studies shown that DPP-IV inhibitor might be beneficial in patients with COVID-19. Nevertheless, although several studies showed potential benefit, the other studies showed null effect on the mortality in patients with COVID-19. This systematic review and meta-analysis aimed to synthesize the latest evidence on the effect of DPP-IV inhibitor in patients with COVID-19.
Methods
This meta-analysis followed the Preferred Reporting Items for Systematic Reviews and Meta-analysis (PRISMA) guideline.
Search strategy and study selection
We performed a systematic literature search from the PubMed, Scopus, Embase, and Clinicaltrials.gov for “(SARS-CoV-2 OR 2019-nCoV OR COVID-19) AND (dipeptidyl peptidase-4 OR DPP-4 OR DPP-IV)” from the beginning of time until 15 July 2021. Two independent authors performed title/abstract screening and eligibility assessment of the articles. Discrepancies were resolved by discussion.
Inclusion and exclusion criteria
Studies that met the following criteria were included: prospective or retrospective observational studies or case series or randomized controlled trials (RCTs) reporting DPP-IV inhibitor use in patients with COVID-19 and mortality.Studies that met one of the following criteria were excluded: (1) review articles, (2) editorial/commentaries, (3) abstracts, (4) letters, and (5) case reports. Language restriction was not imposed.
Intervention and outcome
The intervention group was patients receiving DPP-IV inhibitor. The control group was patients that did not receive DPP-IV inhibitor. The outcome was mortality. The effect estimate was reported as odds ratio (OR).
Data extraction
Two independent authors performed data extraction of the eligible studies using standardized extraction form for the first author, study design, location of the study, inclusion criteria, sample size, age, sex, comorbidities, medication use, and the mortality in the intervention and control groups. Discrepancies during data extraction were resolved by discussion.
Risk of bias assessment
Two independent authors performed risk of bias assessment using the Newcastle-Ottawa Scale (NOS) [15]. Discrepancies during risk of bias assessment were resolved by discussion.
Statistical analysis
Random-effects meta-analysis using the Der-Simonian Laird statistical method was performed to pool the effect of DPP-IV inhibitor on mortality. Random-effects model was used regardless of heterogeneity and fixed-effects model was performed in sensitivity analysis. P-values of ≤0.05 indicate statistical significance. I2 statistics were used to inter-study heterogeneity, in which a value above 50% or p-value < 0.10 indicates substantial heterogeneity. Random-effects restricted maximum likelihood (REML) meta-regression analysis was performed to evaluate the effect of study design, location, comorbidities, and medication on the association between DPP-IV inhibitor and mortality. Statistical analysis was performed using STATA version 16.0.
Results
Baseline characteristics
There were 11 studies consisting of 5950 patients in this meta-analysis [[16], [17], [18], [19], [20], [21], [22], [23], [24], [25], [26], [27]] The selection process is described in PRISMA flowchart as illustrated in Fig. 1. Characteristics of the included studies can be seen in Table 1
. There were 7 retrospective observational studies, 3 prospective observational studies, and 1 case series. 7 studies were conducted in Europe, 3 in Asia, and 1 in North America.
Fig. 1
PRISMA flowchart.
Table 1
Characteristics of the included studies.
Author
Design
Location
Sample
Age (years)
Male (%)
Hypertension (%)
Statin (%)
Metformin (%)
ACEI/ARB (%)
NOS
Chen 2020
RO
China
904
66 vs. 65
46.6
30.20
NA
NA
NA
8
Fadini 2020
RO
Italy
9 vs. 76
72.2 vs. 70.1
77.8 vs. 63.2
88.9 vs. 67.1
22.2 vs. 39.5
NA
22.2 vs. 25.0/44.4 vs. 15.8
6
Kristan 2021
RO
US
76 vs. 832
62
51
78.4
NA
NA
NA
8
Meijer 2021
PO
Netherlands
28 vs. 537
69 vs. 67
61 vs. 64
67 vs. 70
NA
68 vs. 77
NA
8
Mirani 2020
Case Series
Italy
11 vs. 385
66
66.7
NA
NA
NA
44.4
7
Noh 2021
PO
South Korea
453 vs 133
NA
NA
NA
NA
NA
NA
6
Perez-Belmonte 2020
RO
Spain
791 vs.
74.9
61.9
76.2
NA
60.8
27.4/29.9
8
Roussel 2021
PO(PSM)
France
596 vs. 1852
70.3 vs. 71.1
67.4 vs. 62.9
80.1 vs. 80.2
52.0 vs. 47.6
75.2 vs.56.6
62.1 vs. 56.8
9
Silverii 2020
RO
Italy
13 vs. 146
73.31
54.1
NA
NA
47.8
NA
6
Solerte 2020
RO
Italy
169 vs 169
69 vs. 69
73 vs 68
74 vs. 67
NA
44 vs. 39
38 vs. 50
8
Zhou 2020
RO (PSM 1:3)
China
111 vs. 333
63 vs. 64
51.35 vs. 47.75
NA
NA
NA
NA
8
PRISMA flowchart.Characteristics of the included studies.
DPP-IV inhibitor and mortality
DPP-IV inhibitor use was associated with reduced mortality (OR 0.75 [0.56, 0.99], p = 0.043, I2: 42.9, p = 0.064) (Fig. 2) compared to those that did not receive DPP-IV inhibitor. Sensitivity analysis using the fixed-effect model (OR 0.75 [0.63, 0.88], p < 0.001, I2: 42.9, p = 0.064) also showed mortality benefit.
Fig. 2
DPP-IV inhibitor and mortality.
DPP-IV inhibitor and mortality.
Meta-regression
The association between DPP-IV inhibitor and mortality was not significantly affected by age (p = 0.540), sex (p = 0.054), hypertension (p = 0.320), location (continent; p = 0.532), and retrospective/prospective nature of the study (p = 0.840). However, the association was affected by metformin (OR 1.03 [95% CI 1.01, 1.06], p = 0.010) and ACEI/ARB use (OR 1.06 [95% CI 1.02, 1.10], p = 0.004) (Fig. 3
).
Fig. 3
Meta-regression analysis using metformin (A) and ACEI/ARB (B) as covariates.
Meta-regression analysis using metformin (A) and ACEI/ARB (B) as covariates.
Publication bias
The risk of bias assessment using NOS can be seen in Table 1. Funnel-plot was symmetrical [Fig. 4
] and there was no indication of small-study effects (p = 0.823).
Fig. 4
Funnel-plot analysis.
Funnel-plot analysis.
Discussion
This meta-analysis showed that the risk of mortality was lower in COVID-19 patients receiving DPP-IV inhibitor. Meta-regression analysis indicate that the results do not vary with age, sex, hypertension, the location of the study, and retrospective/prospective nature of the studies. However, the benefit of DPP-IV inhibitor is less pronounced in patients that receive metformin and ACEI/ARB.Although decreased mortality and respiratory complications were also found among similar studies, Patoulias et al. and Yang et al. showed no significant results possibly due to small sample size [[28], [29], [30], [31], [32], [33]]. Study that were conducted by Patoulias et al. also showed a difference between inpatient and outpatient settings in which inpatient setting is associated with significant effect of reduced mortality (RR, 0.50; 95% CI, 0.34 to 0.71; I2 = 0%; P = 0.0001) while the latter showed no significant effect (RR, 1.14; 95% CI, 0.78–1.66; I2 = 81%; P = 0.50) [28]. A baseline use of DPP-IV inhibitors is also associated with a decreased hazard of endpoints in COVID-19 infection, as demonstrated by Luk et al. [32]. However, all of these studies share a common limitation which is a relatively limited sample size and lack of data from randomized controlled trial.The use of other glucose lowering medication is also observed in other studies. Metformin and sulfonylurea are one of the most commonly used to treat patients with T2DM. However, the use of these agents were associated with an increased hazard of composite endpoints [32]. In contrast, glucagon-like peptide-1 receptor (GLP-1R) agonists are another glucose lowering agent which also have anti-inflammatory effect and were associated with significant reduction of hospital admission, respiratory complications and incidence of mortality [33].Metformin is often regarded as first-line antidiabetic medication and ACEI/ARB is often prescribed in patients with concurrent hypertension, cardiovascular diseases, and renal damage. Both metformin and ACEI/ARB have been shown to be associated with better prognosis in patients with COVID-19 [13,34,35], thus, the proportion of benefit from DPP-IV inhibitor may be lower when combined with other medications that may improve prognosis. Comorbidities are important to be analyzed in meta-regression because they are associated with poor outcome in patients with COVID-19 [[36], [37], [38], [39], [40], [41], [42], [43], [44], [45], [46], [47], [48], [49], [50]]. One of the study was excluded because the outcome was composite of mortality and intensive care unit admission, there was no separate data on mortality, the study showed that DPP-IV inhibitor was associated with better clinical outcome [51].DPP-IV inhibitor is originally known as T-cell antigen CD26, is a cell receptor which is abundantly expressed in various cells such as lymphocyte, adipocyte, endothelial, lung epithelium, and also on the surface of various immune cells and regulates their function [52,53]. DPP-IV, which is closely linked to the cardiovascular biology, also plays an important role in regulating the inflammatory and immune response as it has the capability to modulate various cytokine, chemokine, peptide hormones [54,55]. Therefore, the use of DPP-IV inhibitor raises some concern over increasing susceptibility to infections, given the role of DPP-IV inhibitor in the regulation of T-cell activity [52]. While the World Health Organization’s drug adverse reaction database suggests an increased reporting of respiratory tract infection, to date there has been no evidence in large clinical trials that indicates the increased risk of infection during the use of DPP-IV inhibitor [14,56]. Moreover, due to its ability to regulate the inflammatory response through various ways, it is suggested that DPP-IV inhibitor might exert benefit for patients who are prone to cytokine storm during COVID-19 [57].Recent studies showed high affinity between COVID-19 spike (S) protein and DPP-IV enzyme that might facilitate the viral entry into the cell, therefore contributing to the development of cytokine storm in patients with COVID-19 [58]. However, the hypothesis of DPP-IV serves as a viral entry for COVID-19 is far from the final conclusion as from a study conducted by Letko et al. suggesting beta coronavirus might enter the cells through other unknown receptor in addition to the well-known angiotensin converting enzyme-2 (ACE2) receptor [59]. The finding of lower soluble DPP-IV receptor in COVID-19 in compare to healthy subject might also indicates the role of DPP-IV in facilitating viral entry although the exact interactions between DPP-IV and coronavirus and how it influence the viral entry has not been established [[59], [60], [61]]. However, since poor glucose control, cytokine storm, and multiorgan dysfunction have been established as a risk factor for worse outcome [40,[62], [63], [64], [65], [66], [67], [68], [69], [70], [71], [72], [73], [74]], one might consider the benefit of excellent glucose control, cardiorenal effect and inflammatory modulation of DPP-IV inhibitor as an potential drug in treating T2DM patient with COVID-19 [5,75].This study includes several observational studies with various populations and regions. There were 7 studies conducted in Europe, 3 in Asia, and 1 in North America. The limitation of this meta-analysis is that most of the studies were retrospective observational, RCTs are required to establish a more certain evidence. Many studies did not adequately report medications used by the patients, as shown in meta-regression analysis, medications may significantly affect the benefit of DPP-IV inhibitor in patients with COVID-19. There are other medications that were not adequately reported by most of the studies that may affect prognosis in patients with diabetes and COVID-19 [76,77].
Conclusion
This meta-analysis showed that DPP-IV inhibitor was associated with reduced mortality in patients with COVID-19 and results do not vary with age, sex, hypertension, the location of the study, and retrospective/prospective nature of the studies. However, further study with RCT added to the analysis is needed to establish a more certain evidence.
Conflict of interest
None.
Funding
None.
Ethical approval
Not Applicable.
Informed consent
Not Applicable.
Data availability
Data are available on reasonable request.
Contributorship statement
AFMZZ was involved in the conceptualization and design of the manuscript. AFMZZ and WMR participated in data curation and investigation. AFMZZ performed formal and statistical analysis. AFMZZ and WMR drafted the manuscript. AFMZZ and WMR review and edited the manuscript.
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