1 Introduction


The omicron (B.1.1.529) variant of SARS-CoV-2 has increased capacity to elude immunity and cause breakthrough infections. The long-term effectivity against infection and severe cases of the booster vaccination is assessed on Omicron-dominant period in Navarra. This has been done following the Target trial emulation methodology1. The results of infections from January 3 to February 6 are compared with2 and then the period of the study is enlarged in order to assess the long-term effects.

2 Methods


In this population cohort study, we linked data from three population registries in Navarra (Vaccination Registry, Laboratory Results Registry, and BARDENA-Population registry) to select:

  • Non-residents.

  • Non-educational workers.

  • Non health-care workers.

  • Community-dwelling individuals aged 40 years or older.

  • Who completed their primary vaccine schedule at least 3 months before the start of follow-up.

  • Had not tested positive for SARS-CoV-2 since the start of the pandemic.

On each day between Jan 3, and Feb 6, 2022, we matched individuals who received a booster mRNA vaccine and controls of the same:

  • Age (5-years group).

  • Sex.

  • Number of previous negative test (0, 1, 2, 3+).

  • Type of primary vaccine (homologous or Janssen).

  • Time since complete vaccination.

  • Basic zone.

  • Migrant.

  • Flu vaccine (2020).

  • Flu vaccine (2021).

  • Number of people at home.

We estimated risk of laboratory-confirmed SARS-CoV-2 infection using the Kaplan-Meier method and compared groups using risk ratios (RR) and risk differences. Vaccine effectiveness was calculated as one minus RR.

3 Results


3.1 Comparison with the study of Omicron in Spain

In the study of Omicron in Spain2, the estimated effectiveness from day 7 to 34 after a booster was 51·3% (95% CI 50·2–52·4).

In Navarra, we have the following results shown in Tables 3.1, 3.2 and 3.3.


Table 3.1: Baseline characteristics of the matched study population
Variable No booster group (n = 30962*) Booster group (n = 30962)
Age group (years), n (%)
40-44 6788 (21.9%) 6788 (21.9%)
45-49 9669 (31.2%) 9669 (31.2%)
50-54 7986 (25.8%) 7986 (25.8%)
55-59 6262 (20.2%) 6262 (20.2%)
60-64 182 (0.6%) 182 (0.6%)
65-69 39 (0.1%) 39 (0.1%)
70-74 22 (0.1%) 22 (0.1%)
75-79 7 (0.0%) 7 (0.0%)
80-84 0 (0.0%) 0 (0.0%)
85-89 6 (0.0%) 6 (0.0%)
≥ 90 1 (0.0%) 1 (0.0%)
Sex, n (%)
Men 18561 (59.9%) 18561 (59.9%)
Women 12401 (40.1%) 12401 (40.1%)
Number of previous SARS-CoV-2 tests, n (%)
0 17139 (55.4%) 17139 (55.4%)
1 6389 (20.6%) 6389 (20.6%)
2 3806 (12.3%) 3806 (12.3%)
≥ 3 3628 (11.7%) 3628 (11.7%)
Type of previous vaccination, n (%)
BioNTech/Pfizer 27232 (88.0%) 27232 (88.0%)
J&J / Janssen 63 (0.2%) 63 (0.2%)
Moderna/Lonza 3461 (11.2%) 3461 (11.2%)
Oxford/AstraZeneca 206 (0.7%) 206 (0.7%)
Time since primary vaccine schedule, n (%)
91-150 days 1 (0.0%) 1 (0.0%)
151-180 days 89 (0.3%) 89 (0.3%)
≥ 181 days 30872 (99.7%) 30872 (99.7%)
Type of booster, n (%)
BioNTech/Pfizer NA 4097 (13.2%)
Moderna/Lonza NA 26865 (86.8%)
Note: NA = not applicable, *21161 unique individuals in the no booster group.


Table 3.2: Estimated effectiveness of an mRNA COVID-19 vaccine booster in individuals* who had completed primary vaccination schedule against COVID-19
No booster group
Booster group
1–risk ratio (95% CI)
Risk difference per 10 000 individuals (95% CI)
Events Risk per 10 000 individuals Events Risk per 10 000 individuals
Overall 962 624 512 330 47.1 % (41.4, 52.3) 294 (244, 340)
Age group (years)
40-54 852 678 456 361 46.7 % (40.8, 52.7) 316 (261, 377)
≥ 55 110 379 56 186 50.9 % (32.8, 65.2) 193 (104, 281)
Sex
Male 541 574 277 293 48.9 % (41.3, 55.5) 281 (220, 336)
Female 421 702 235 387 44.8 % (36, 54) 315 (241, 414)
Type of previous vaccination
BioNTech/Pfizer 889 644 465 336 47.8 % (41.4, 53.1) 308 (255, 357)
J&J / Janssen 2 426 1 189 55.7 % (-Inf, 100) 237 (-514, 977)
Moderna/Lonza 68 472 42 278 41.1 % (15.4, 60.4) 194 (62, 337)
Oxford/AstraZeneca 3 203 4 267 -31.8 % (-Inf, 80.6) -65 (-411, 275)
Time since vaccination completed
91-195 days 321 1009 184 578 42.7 % (31.2, 52.7) 431 (293, 579)
196-220 days 592 556 303 282 49.4 % (41.9, 55.5) 275 (222, 322)
≥ 221 days 45 325 21 153 52.9 % (24.4, 73) 172 (63, 275)
Type of booster
BioNTech/Pfizer 151 705 81 372 47.3 % (33.9, 59.7) 334 (213, 462)
Moderna/Lonza 811 611 431 323 47.1 % (41.1, 53.4) 288 (237, 339)
Note: Analyses based on 19825 matched pairs who remained under follow-up by day 7 after the booster dose


Table 3.3: Sensitivity analyses of vaccine effectiveness 7–34 days after an mRNA COVID-19 vaccine booster dose
1–risk ratio (95% CI) Risk difference per 10 000 individuals (95% CI)
Main analysis 47.1 % (41.4, 52.3) 294 (244, 340)
Restricting to people with ≥ 1 negative lab test at enrolment 45.3 % (36.7, 52.4) 345 (261, 428)
Restricting to persons with no tests in the 7 days before enrolment 48.8 % (43.2, 54.1) 304 (255, 352)
Censoring matched pairs 7 days after the control receives a booster rather than 0 days 41.2 % (35.5, 46.4) 246 (203, 290)
Adding 2 days to the PCR test date rather than the PCR collection date 46 % (41.2, 50.3) 359 (308, 404)
Selecting matched controls without replacement 45 % (39, 50.2) 288 (239, 337)
Exact matching by age (year by year vs 5-year groups) 50.4 % (43, 57.4) 352 (283, 430)


3.2 Long-term infection (fcv1)

Now, the period has been extended from January 3 to April 13 and 60 days of follow-up has been selected. The results are shown in Tables 3.4 and 3.5


## Se está analizando el outcome: fcv1 mediante la emulación de un ensayo clínico  con múltiples inicios de tiempo. Se ha utilizado matching por: gen, czbs, tvc1, migran, vgp20, vgp21, ucn8, n_0, fpauta_90 (in weeks), age (in 5-years groups).
## 
## Análisis de supervivencia días 0-60
##              caso           
##  exposicion     0    1 Total
##           0 30030 2261 32291
##           1 30998 1293 32291
##       Total 61028 3554 64582
##   
## # Estimated effectiveness in Navarra for fcv1 is : 45.2 % (41.3 - 48.8 %)
## Warning: Removed 19 row(s) containing missing values (geom_path).
## Warning: Removed 19 rows containing missing values (geom_point).
## Warning: Removed 19 row(s) containing missing values (geom_path).
## Warning: Removed 19 rows containing missing values (geom_point).

## 
##  ########################################################################
## 
## Análisis de supervivencia días 7-60
##              caso           
##  exposicion     0    1 Total
##           0 19903 1188 21091
##           1 20450  641 21091
##       Total 40353 1829 42182
##   
## # Estimated effectiveness in Navarra for fcv1 is : 47.4 % (42.1 - 52.2 %)


Table 3.4: Baseline characteristics of the matched study population
Variable No booster group (n = 32291*) Booster group (n = 32291)
Age group (years), n (%)
40-44 7340 (22.7%) 7340 (22.7%)
45-49 10176 (31.5%) 10176 (31.5%)
50-54 8188 (25.4%) 8188 (25.4%)
55-59 6310 (19.5%) 6310 (19.5%)
60-64 195 (0.6%) 195 (0.6%)
65-69 45 (0.1%) 45 (0.1%)
70-74 22 (0.1%) 22 (0.1%)
75-79 7 (0.0%) 7 (0.0%)
80-84 1 (0.0%) 1 (0.0%)
85-89 6 (0.0%) 6 (0.0%)
≥ 90 1 (0.0%) 1 (0.0%)
Sex, n (%)
Men 19483 (60.3%) 19483 (60.3%)
Women 12808 (39.7%) 12808 (39.7%)
Number of previous SARS-CoV-2 tests, n (%)
0 18015 (55.8%) 18015 (55.8%)
1 6600 (20.4%) 6600 (20.4%)
2 3921 (12.1%) 3921 (12.1%)
≥ 3 3755 (11.6%) 3755 (11.6%)
Type of previous vaccination, n (%)
BioNTech/Pfizer 28419 (88.0%) 28419 (88.0%)
J&J / Janssen 80 (0.2%) 80 (0.2%)
Moderna/Lonza 3572 (11.1%) 3572 (11.1%)
Oxford/AstraZeneca 220 (0.7%) 220 (0.7%)
Time since primary vaccine schedule, n (%)
91-150 days 1 (0.0%) 1 (0.0%)
151-180 days 102 (0.3%) 102 (0.3%)
≥ 181 days 32188 (99.7%) 32188 (99.7%)
Type of booster, n (%)
BioNTech/Pfizer NA 4978 (15.4%)
Moderna/Lonza NA 27313 (84.6%)
Note: NA = not applicable, *21873 unique individuals in the no booster group.


Table 3.5: Estimated effectiveness of an mRNA COVID-19 vaccine booster in individuals* who had completed primary vaccination schedule against COVID-19
No booster group
Booster group
1–risk ratio (95% CI)
Risk difference per 10 000 individuals (95% CI)
Events Risk per 10 000 individuals Events Risk per 10 000 individuals
Overall 1188 755 641 406 46.3 % (41.2, 51) 349 (301, 400)
Age group (years)
40-54 1066 822 574 440 46.4 % (40.3, 51.6) 381 (316, 444)
≥ 55 122 427 67 234 45.3 % (28.8, 59.3) 194 (111, 285)
Sex
Male 677 700 351 363 48.2 % (41.2, 54.8) 337 (272, 400)
Female 511 843 290 474 43.8 % (35, 50.9) 369 (277, 451)
Type of previous vaccination
BioNTech/Pfizer 1098 778 581 411 47.2 % (41.8, 52.4) 367 (313, 424)
J&J / Janssen 2 318 1 145 54.4 % (-Inf, 100) 173 (-296, 668)
Moderna/Lonza 84 587 53 361 38.5 % (13.7, 57.3) 226 (70, 395)
Oxford/AstraZeneca 4 267 6 400 -49.6 % (-753.5, 61.3) -133 (-505, 280)
Time since vaccination completed
91-195 days 362 1190 210 688 42.2 % (31.2, 51.3) 502 (348, 642)
196-220 days 746 731 385 373 49 % (42.4, 54.7) 358 (298, 419)
≥ 221 days 75 338 41 191 43.7 % (19.8, 62.4) 148 (58, 247)
Type of booster
BioNTech/Pfizer 198 706 108 381 46 % (33.9, 58.8) 325 (211, 458)
Moderna/Lonza 990 766 533 411 46.3 % (41.2, 51.2) 355 (302, 407)
Note: Analyses based on 21091 matched pairs who remained under follow-up by day 7 after the booster dose


3.3 Long-term hospitalisation (fih1)

Now, the admission in hospital due to covid in the period from January 3 to April 13 and 60 days of follow-up has been selected. The results are shown in Tables 3.6 and 3.7


## Se está analizando el outcome: fih1 mediante la emulación de un ensayo clínico  con múltiples inicios de tiempo. Se ha utilizado matching por: gen, czbs, tvc1, n_0, fpauta_90 (in weeks), age (in 5-years groups).
## 
## Análisis de supervivencia días 0-60
##               caso          
##  exposicion      0  1  Total
##           0  61228 25  61253
##           1  61248  5  61253
##       Total 122476 30 122506

##   
## # Estimated effectiveness in Navarra for fih1 is : 80 % (47.8 - 92.3 %)

## 
##  ########################################################################
## 
## Análisis de supervivencia días 7-60
##              caso         
##  exposicion     0  1 Total
##           0 44937 18 44955
##           1 44950  5 44955
##       Total 89887 23 89910
##   
## # Estimated effectiveness in Navarra for fih1 is : 72.2 % (25.2 - 89.7 %)


Table 3.6: Baseline characteristics of the matched study population
Variable No booster group (n = 61253*) Booster group (n = 61253)
Age group (years), n (%)
40-44 14019 (22.9%) 14019 (22.9%)
45-49 16757 (27.4%) 16757 (27.4%)
50-54 15065 (24.6%) 15065 (24.6%)
55-59 13660 (22.3%) 13660 (22.3%)
60-64 1112 (1.8%) 1112 (1.8%)
65-69 435 (0.7%) 435 (0.7%)
70-74 108 (0.2%) 108 (0.2%)
75-79 53 (0.1%) 53 (0.1%)
80-84 11 (0.0%) 11 (0.0%)
85-89 25 (0.0%) 25 (0.0%)
≥ 90 8 (0.0%) 8 (0.0%)
Sex, n (%)
Men 34211 (55.9%) 34211 (55.9%)
Women 27042 (44.1%) 27042 (44.1%)
Number of previous SARS-CoV-2 tests, n (%)
0 28693 (46.8%) 28693 (46.8%)
1 13627 (22.2%) 13627 (22.2%)
2 9356 (15.3%) 9356 (15.3%)
≥ 3 9577 (15.6%) 9577 (15.6%)
Type of previous vaccination, n (%)
BioNTech/Pfizer 50947 (83.2%) 50947 (83.2%)
J&J / Janssen 544 (0.9%) 544 (0.9%)
Moderna/Lonza 8362 (13.7%) 8362 (13.7%)
Oxford/AstraZeneca 1400 (2.3%) 1400 (2.3%)
Time since primary vaccine schedule, n (%)
91-150 days 11 (0.0%) 11 (0.0%)
151-180 days 580 (0.9%) 580 (0.9%)
≥ 181 days 60662 (99.0%) 60662 (99.0%)
Type of booster, n (%)
BioNTech/Pfizer NA 10365 (16.9%)
Moderna/Lonza NA 50888 (83.1%)
Note: NA = not applicable, *35874 unique individuals in the no booster group.


Table 3.7: Estimated effectiveness of an mRNA COVID-19 vaccine booster in individuals* who had completed primary vaccination schedule against COVID-19
No booster group
Booster group
1–risk ratio (95% CI)
Risk difference per 10 000 individuals (95% CI)
Events Risk per 10 000 individuals Events Risk per 10 000 individuals
Overall 18 5 5 1 73.2 % (37.1, 94.3) 4 (1, 7)
Age group (years)
40-54 12 5 3 1 76.3 % (31.5, 100) 3 (1, 6)
≥ 55 6 8 2 3 66.5 % (-44.3, 100) 5 (-1, 12)
Sex
Male 13 6 4 2 69 % (15.9, 93.3) 4 (1, 8)
Female 5 4 1 1 82.8 % (8.1, 100) 3 (0, 7)
Type of previous vaccination
BioNTech/Pfizer 16 6 5 2 70.1 % (22.2, 93.5) 4 (1, 7)
J&J / Janssen 1 20 0 0 100 % (100, 100) 20 (0, 59)
Moderna/Lonza 1 3 0 0 100 % (100, 100) 3 (0, 11)
Oxford/AstraZeneca 0 0 0 0 NaN % (NA, NA) 0 (0, 0)
Time since vaccination completed
91-195 days 2 3 2 3 -2.6 % (-Inf, 100) 0 (-6, 5)
196-220 days 9 5 1 1 88.7 % (52.7, 100) 4 (1, 7)
≥ 221 days 7 10 2 3 71.3 % (-19, 100) 7 (-1, 16)
Type of booster
BioNTech/Pfizer 5 7 1 1 80.3 % (-2.4, 100) 6 (0, 13)
Moderna/Lonza 13 5 4 1 70.6 % (26.4, 94.8) 3 (1, 7)
Note: Analyses based on 44955 matched pairs who remained under follow-up by day 7 after the booster dose


4 References


1
2
Monge S, Rojas-Benedicto A, Olmedo C, et al. Effectiveness of mRNA vaccine boosters against infection with the SARS-CoV-2 omicron (B.1.1.529) variant in Spain: a nationwide cohort study. The Lancet Infectious Diseases 2022; published online June. DOI:10.1016/S1473-3099(22)00292-4.