| Literature DB >> 35736988 |
Anup Jayaram1, Anitha Jagadesh1, Ajay M V Kumar2,3,4, Hayk Davtyan5, Pruthu Thekkur2, Victor J Del Rio Vilas6, Shrawan Kumar Mandal7, Robin Sudandiradas1, Naren Babu1, Prasad Varamballi1, Ujwal Shetty1, Chiranjay Mukhopadhyay1.
Abstract
The COVID-19 pandemic and public health response to the pandemic has caused huge setbacks in the management of other infectious diseases. In the present study, we aimed to (i) assess the trends in numbers of samples from patients with influenza-like illness and severe acute respiratory syndrome tested for influenza and the number and proportion of cases detected from 2015-2021 and (ii) examine if there were changes during the COVID-19 period (2020-2021) compared to the pre-COVID-19 period (2015-2019) in three states of India. The median (IQR) number of samples tested per month during the pre-COVID-19 period was 653 (395-1245), compared to 27 (11-98) during the COVID-19 period (p value < 0.001). The median (IQR) number of influenza cases detected per month during the pre-COVID-19 period was 190 (113-372), compared to 29 (27-30) during the COVID-19 period (p value < 0.001). Interrupted time series analysis (adjusting for seasonality and testing charges) confirmed a significant reduction in the total number of samples tested and influenza cases detected during the COVID-19 period. However, there was no change in the influenza positivity rate between pre-COVID-19 (29%) and COVID-19 (30%) period. These findings suggest that COVID-19-related disruptions, poor health-seeking behavior, and overburdened health systems might have led to a reduction in reported influenza cases rather than a true reduction in disease transmission.Entities:
Keywords: COVID-19; India; SORT IT; influenza; influenza-like illness (ILI); interrupted time series (ITS) analysis; operational research; severe acute respiratory illness (SARI); surveillance
Year: 2022 PMID: 35736988 PMCID: PMC9228248 DOI: 10.3390/tropicalmed7060110
Source DB: PubMed Journal: Trop Med Infect Dis ISSN: 2414-6366
Number of samples tested for influenza and pattern of influenza cases detected at MIV, Karnataka during the pre-COVID-19 (2015 to 2019) and COVID-19 periods (2020 to 2021).
| Parameters | Pre-COVID-19 | COVID-19 | |||
|---|---|---|---|---|---|
|
| |||||
| Number of samples tested (a) | 54,262 | 2720 | |||
| Median (IQR) number of samples tested per month [all samples] | 653 | (395-1245) | 27 | (11–98) | <0.001 * |
| ILI | 253 | (155-493) | 21 | (7–54) | <0.001 * |
| SARI | 415 | (246-795) | 8 | (0–29) | <0.001 * |
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| |||||
| Number of influenza cases detected (b) | 15,752 | 812 | |||
| Median (IQR) number of influenza cases detected per month | 190 | (113-372) | 29 | (27–30) | <0.001 * |
| Overall positivity rate (b*100/a) | 29.0% | 29.9% | 0.356 | ||
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| Number (%) $ of A (H1N1) pdm09 | 9359 | (59.4) | 473 | (58.3) | 0.510 # |
| Number (%) $ of A/H3N2 | 3485 | (22.1) | 174 | (21.4) | 0.641 # |
| Number (%) $ of Influenza B | 2908 | (18.5) | 165 | (20.3) | 0.184 # |
* Mann–Whitney U test; # Chi-square test; $ percentage calculated with total number of influenza cases detected in pre-COVID-19 (15,752) and COVID-19 (812) periods as denominator.
Figure 1Clustered area diagram showing the number of samples tested (stratified by ILI and SARI) for influenza month-wise at MIV, Karnataka, India during 2015 to 2021. Abbreviations: MIV—Manipal Institute of Virology; ILI—influenza-like illness; SARI—severe acute respiratory illness.
Socio-demographic and clinical characteristics of the patients who were tested for influenza and test positivity rate at MIV, Karnataka during the pre-COVID-19 (2015 to 2019) and COVID-19 periods (2020 to 2021).
| Characteristics | Pre-COVID-19 (2015–2019) | COVID-19 (2020–2021) | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Tested | Positive | Tested | Positive | ||||||
| n | (%) * | n | (%) # | n | (%) * | n | (%) # | ||
|
| 54,262 | (100) | 15752 | (29.0) | 2720 | (100) | 812 | (29.9) | 0.356 |
|
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| <5 | 6925 | (12.8) | 1844 | (26.6) | 168 | (6.2) | 39 | (23.2) | 0.322 |
| 5-14 | 3989 | (7.4) | 1374 | (34.4) | 125 | (4.6) | 43 | (34.4) | 0.992 |
| 15-24 | 6323 | (11.7) | 1760 | (27.8) | 508 | (18.7) | 159 | (31.3) | 0.095 |
| 25-34 | 8191 | (15.1) | 1937 | (23.7) | 470 | (17.3) | 101 | (21.5) | 0.283 |
| 35-44 | 6040 | (11.1) | 1996 | (33.1) | 269 | (9.9) | 86 | (32.0) | 0.713 |
| 45-54 | 6602 | (12.2) | 1814 | (27.5) | 260 | (9.6) | 63 | (24.2) | 0.249 |
| 55-64 | 7023 | (12.9) | 1824 | (26.0) | 361 | (13.3) | 110 | (30.5) | 0.058 |
| >65 | 9169 | (16.9) | 3203 | (34.9) | 559 | (20.6) | 211 | (37.8) | 0.176 |
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| Male | 25,784 | (47.5) | 7175 | (27.8) | 1303 | (47.9) | 375 | (28.8) | 0.454 |
| Female | 28,478 | (52.5) | 8577 | (30.1) | 1417 | (52.1) | 437 | (30.8) | 0.563 |
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| Karnataka | 31,905 | (58.8) | 9187 | (28.8) | 1647 | (60.6) | 486 | (29.5) | 0.533 |
| Goa | 3472 | (6.4) | 974 | (28.1) | 124 | (4.6) | 30 | (24.2) | 0.347 |
| Kerala | 17,332 | (31.9) | 5111 | (29.5) | 877 | (32.2) | 269 | (30.7) | 0.453 |
| Others | 1553 | (2.9) | 480 | (30.9) | 72 | (2.6) | 27 | (37.5) | 0.238 |
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| ILI | 20,545 | (37.9) | 5837 | (28.4) | 2145 | (78.9) | 639 | (29.8) | 0.178 |
| SARI | 33,717 | (62.1) | 9915 | (29.4) | 575 | (21.1) | 173 | (30.1) | 0.723 |
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| Diagnosis | 43,093 | (79.4) | 12340 | (28.6) | 2220 | (81.6) | 669 | (30.1) | 0.128 |
| Surveillance | 11,169 | (20.6) | 3412 | (30.6) | 500 | (18.4) | 143 | (28.6) | 0.354 |
* Row percentage; # column percentage; $ Chi-square test comparing the positivity rate in each of the rows in the table. Abbreviations: ILI—influenza-like illness; SARI—severe acute respiratory illness.
Figure 2Line diagram depicting the number of influenza cases detected month-wise and test positivity rate at MIV, Karnataka, India during 2015 to 2021. Abbreviations: MIV—Manipal Institute of Virology; ILI—influenza-like illness; SARI—severe acute respiratory illness.
Figure 3Interrupted time series showing the unadjusted and adjusted linear trend in the number of samples tested for influenza (stratified by ILI and SARI) each month at MIV, Karnataka, India during Pre-COVID-19 (segment-1) and COVID-19 periods (segment-2). (a) Total samples tested; (b) SARI cases tested; (c) ILI cases tested; (d) total samples tested adjusted for charges for testing; Segment-1: pre-COVID-19 (2015–2019), Segment-2: COVID-19 period (2020–2021); interruption: month the first of case of COVID-19 was reported (January 2020). Abbreviation: MIV—Manipal Institute of Virology.
Interrupted time series analysis of monthly number of samples tested for influenza and influenza cases detected at MIV, Karnataka, India during pre-COVID-19 period (2015–2019) and COVID-19 period (2020–2021).
| Particulars | Pre-COVID-19 Trend | LVC Versus | COVID-19 Trend | |||
|---|---|---|---|---|---|---|
|
| ||||||
| Total samples tested | 12.7 | (2.3 to 23.1) | −1025.6 | (−1588.5 to −462.6) | −25.3 | (−45.3 to −5.4) |
| ILI samples tested | 5.3 | (1.2 to 9.4) | −248.9 | (−561.2 to 63.4) | −19.5 | (−34.8 to −4.2) |
| SARI samples tested | 7.4 | (1.0 to 13.7) | −776.7 | (−1068.3 to −485.0) | −5.8 | (−12.6 to 1.0) |
| Influenza cases detected | 3.9 | (0.9 to 6.9) | −304.2 | (−463.7 to −144.6) | −7.5 | (−13.2 to −1.8) |
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| Total samples tested | 25.5 | (−0.9 to 51.9) | −1067.1 | (−1657.2 to −477.0) | −38.2 | (−69.5 to −6.9) |
| ILI samples tested | 9.5 | (−0.2 to 19.2) | −262.5 | (−582.0 to 57.0) | −23.7 | (−41.4 to −6.0) |
| SARI samples tested | 16.0 | (−0.7 to 32.8) | −804.6 | (−1116.8 to −492.4) | −14.5 | (−31.3 to 2.4) |
| Influenza cases detected | 7.6 | (0.1 to 15.1) | −316.1 | (−483.3 to −149.0) | −11.2 | (−20.1 to −2.3) |
Note: Data are beta (β) coefficients with 95% CI in the brackets from the linear regression model *; both unadjusted and adjusted models accounted for the secular trend, auto correlation, seasonality; * the model was adjusted for introduction of charges for tests (introduced in March 2018); Segment-1: pre-COVID-19 period (2015–2019); Segment-2: COVID-19 period (2020–2021); interruption: month the first of case of COVID was reported. Abbreviations: LVC—level change in January 2020; ILI—influenza-like illness; SARI—severe acute respiratory illness.
Figure 4Interrupted time series showing the unadjusted and adjusted linear trend in the number of influenza cases detected each month at MIV, Karnataka, India during pre-COVID-19 (segment-1) and COVID-19 periods (segment-2). (a) Total influenza cases detected; (b) total influenza cases detected adjusted for charges for testing; Segment-1: pre-COVID-19 (2015–2019), Segment-2: COVID-19 period (2020–2021); interruption: month the first of case of COVID was reported (January 2020). Abbreviation: MIV—Manipal Institute of Virology.