Original Research Article

Regional burden of vaccine-associated menstrual disorders and sexual dysfunction: a retrospective study

Jinyoung Jeong1,#, Hyesu Jo2,#, Jaeyu Park3,*https://orcid.org/0009-0005-2009-386X, Masoud Rahmati4,5,6, Damiano Pizzol7,8
Author Information & Copyright
1Department of Medicine, Kyung Hee University College of Medicine, Seoul, South Korea
2Center for Digital Health, Medical Science Research Institute, Kyung Hee University College of Medicine, Seoul, South Korea
3Department of Precision Medicine, Kyung Hee University College of Medicine, Seoul, South Korea
4CEReSS-Health Service Research and Quality of Life Center, Assistance Publique-Hôpitaux de Marseille, Aix-Marseille Université, Marseille, France
5Department of Physical Education and Sport Sciences, Faculty of Literature and Human Sciences, Lorestan University, Khoramabad, Iran
6Department of Physical Education and Sport Sciences, Faculty of Literature and Humanities, Vali-E-Asr University of Rafsanjan, Rafsanjan, Iran
7Health Unit Eni, Maputo, Mozambique
8Health Unit, Eni, San Donato Milanese, Italy
*Correspondence: Jaeyu Park, E-mail: wodb980@naver.com

# These authors contributed equally to this work

© Copyright 2024 Life Cycle. This is an Open-Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.

Received: Nov 12, 2024; Revised: Dec 15, 2024; Accepted: Dec 22, 2024

Published Online: Dec 28, 2024

Abstract

Objective:

While previous studies have shown that vaccine-induced adverse events differ between sexes, there is still a gap in research analyzing sex-specific reproductive system disorders caused by vaccines. Thus, this study aims to address this gap by identifying the vaccines that most commonly influence the reproductive system in each sex, with a particular focus on menstrual disorders in females and sexual dysfunction in males.

Methods:

We utilized the international database over 170 countries and territories. We investigated vaccine-associated adverse events associated with menstrual disorders in females and sexual dysfunction in males, across 19 different vaccines. We employed two standard measures of disproportionate analysis: information components (IC) with IC0.25 and reporting odds ratio (ROR) with a 95% confidence interval (CI).

Results:

Among 4,939,712 cases of all-cause menstrual disorders and 2,964,055 cases of all-cause sexual dysfunction, we identified 147,158 and 2,306 cases of vaccine-associated menstrual disorders and sexual dysfunction, respectively. Menstrual disorders in females showed a significant association with specific vaccines, with COVID-19 mRNA vaccines having the highest magnitude (ROR [95% CI], 49.51 [48.91-50.13]; IC [IC0.25], 3.36 [3.35]), followed by papillomavirus vaccines and Ad5-vectored COVID-19 vaccines. Furthermore, the anthrax vaccine exhibited the highest association with sexual dysfunction in males (ROR, 4.22 [3.04-5.85]; IC, 2.01 [1.45]), followed by COVID-19 mRNA vaccines and Ad5-vectored COVID-19 vaccines. Both menstrual disorders in females and sexual dysfunction in males exhibited a substantial increase between 2010 and 2020. However, the fatality rates associated with these conditions remained extremely low.

Conclusions:

Our research findings on the influences of vaccines on menstrual disorders and male sexual dysfunction will assist in the development of vaccination strategies that consider the reproductive systems specific to each sex.

Keywords: global; menstrual disorders; male sexual dysfunction; vaccines

1. Introduction

The advancement of medicine and the emergence of new viruses, such as SARS-CoV-2, have led to significant progress in vaccine development.[1] A recent study revealed that millions of doses of the COVID-19 vaccine have been administered globally, achieving herd immunity and playing crucial roles in public health interventions.[2, 3] The use of vaccines have mild adverse events, including fever, fatigue, nausea, and myalgias, with numerous reports of more serious health issues.[4] Biological sex differences influence vaccine responses, indicating the need for sex-specific administration, especially with reports of sex-specific adverse events related to COVID-19 vaccines.[5, 6]

There was a reported increase in the length of menstrual cycles following COVID-19 vaccination.[7] In addition, human papillomaviruses (HPVs) have also been linked to semen infections, which contribute to male infertility.[8] Considering these adverse events, there is still a lack of comparative analysis on sex-specific reproductive disorders that occur as adverse events of vaccines.[8] Understanding these associations is crucial, as reproductive disorders are increasing and negatively impact all aspects of quality of life, including physical health and social functioning, as well as conception.[9, 10] This research gap is particularly important given that males and females have distinct immune responses to vaccinations, influenced by biological and hormonal differences.[11]

Therefore, we aimed to investigate the vaccines that most commonly influence sex-specific reproductive system disorders, focusing on menstrual disorders in females and sexual dysfunction in males.[12] Our study also intended to improve vaccine efficacy and safety for both sexes and propose differentiated vaccination strategies that consider sex-specific reproductive disorders.

2. METHODS

2.1 Ethics statement

The use of this data in confidence was approved by Kyung Hee University. As this study was based on publicly available data, ethics approval and consent were not required.

2.2 Selection of cases

Data on vaccine-associated menstrual disorders and male sexual dysfunction were collected, encompassing 19 vaccine categories, including: (1) anthrax vaccines; (2) cholera vaccines; (3) diphtheria, tetanus toxoids, pertussis, polio, and Hemophilus influenza type b (DTaP-IPV-Hib) vaccines; (4) meningococcal vaccines; (5) pneumococcal vaccines; (6) tuberculosis vaccines; (7) typhoid vaccines; (8) encephalitis vaccines; (9) influenza vaccines; (10) hepatitis A vaccines; (11) hepatitis B vaccines; (12) measles, mumps, and rubella (MMR) vaccines; (13) rotavirus diarrhea vaccines; (14) zoster vaccines; (15) papillomavirus vaccines; (16) COVID-19 mRNA vaccines; (17) Ad5-vectored COVID-19 vaccines; (18) inactivated whole-virus COVID-19 vaccines; and (19) others (brucellosis, dengue vaccines, Ebola, leptospirosis, plague, rabies, smallpox, tuberculosis, typhus, and yellow fever vaccines). Only vaccines classified as ‘suspected’ in compliance with WHO guidelines for causality assessment were considered for analysis of disproportionate associations with menstrual disorders and male sexual dysfunction. Analysis was conducted using the Medical Dictionary for Regulatory Activities 26.0.

2.3 Data collection

Our study investigated cases of suspected vaccine-associated menstrual disorders and male sexual dysfunction. We relied primarily on personal safety reports collected from various sources, including patients, healthcare professionals, and pharmaceutical companies, during the post-marketing period.

The dataset contains patient demographics such as age (0-11, 12-17, 18-44, 45-64, ≥65 years, and unknown) and sex, as well as administrative information including reporting regions, reporting years, and reporter qualifications (health professionals, non-health professionals, and unknown). The dataset also includes comprehensive information on vaccines, including vaccine type, suspected vaccine, and details of adverse drug reaction (i.e., time to onset [TTO] of reaction and fatal outcomes [recovered/recovering, fatal, and unknown]).

2.4 Statistical analysis

To explore potential associations between various vaccines in the data set and reports of menstrual disorders and male sexual dysfunction, an examination was conducted. The dataset from 1969 to 2023 was categorized into two groups (case and non-case), and disproportionality analysis was performed on each vaccine.[13] This analysis compares the proportion of adverse events reported for a specific vaccine to that of a control group, which consists of all vaccines in the database. The comparison utilizes the total number of AEs for each vaccine as the denominator to identify any significant associations between the vaccine and AEs.[14] To investigate which vaccines were significantly associated with menstrual disorder and male sexual dysfunction, two standard measures of disproportionate analysis were employed: information components (IC) and reporting odds ratio (ROR).[15] The IC was calculated for case-non-case analysis using a Bayesian confidence propagation neural network. The anticipated quantity of reports and the observed occurrences for every vaccine-adverse event combination were considered in the computation process, where IC0.25 signifies the lower limit of the 95% confidence interval (CI). Positive IC0.25 values (i.e., IC0.25 > 0) denote statistical significance.[16] The disproportionality association was further assessed through the ROR, a metric based on the number of AEs and the vaccine’s contingency table. The ROR was derived by comparing the frequency of specific AEs for a targeted vaccine against the likelihood of the same AEs occurring with all other vaccines in the database. If the lower bound of the ROR’s 95% CI exceeded 1, a significant association between the vaccine and a particular AE was established. The study also employed the unpaired Kruskal-Wallis test for continuous variables and Fisher’s exact test for categorical variables to compare the vaccine with all reported cases. Statistical significance was considered when the two-sided p-value was less than 0.05. All analyses utilized SAS (version 9.4; SAS Inc., Cary, NC, USA), ensuring methodological rigor.

3. Results

3.1 Overall analysis

A total of 4,939,712 female participants were reported in the full database, with 147,158 of them having vaccine-associated menstrual disorders as reported. There was a significant increase in vaccine-associated menstrual disorders reported from 2020 to 2023 (Table 1). The world was categorized into six different geographical locations. The European region accounted for 77.76% of all vaccine-associated menstrual disorders, followed by the Americas (19.22%), Western Pacific (2.80%), African (0.15%), Eastern Mediterranean (0.05%), and Southeast Asia regions (0.02%). COVID-19 mRNA vaccines had the most significant impact on menstrual disorders (87.67%), followed by Ad5-vectored COVID-19 vaccines (10.42%). Papillomavirus vaccines was responsible for 1.41% of vaccine-associated menstrual disorders, while anthrax vaccines accounted for 0.01%. The prognosis was good for most individuals, with only two reported cases of fatal outcomes (Table 1).

Table 1. Baseline characteristics of reports on vaccine-associated menstrual disorder and male sexual dysfunction adverse events. (n= 149,464)
Variables Menstrual disorder number (%) (n=147,158) Male sexual dysfunction number (%) (n=2,306)
Region reporting African region 222 (0.15) 194 (8.41)
Region of the Americas 28,277 (19.22) 1,008 (43.71)
South-East Asia Region 31 (0.02) 17 (0.74)
European Region 114,432 (77.76) 1,015 (44.02)
Eastern mediterranean region 69 (0.05) 12 (0.52)
Western pacific region 4,127 (2.80) 60 (2.60)
Reporting year 1969-1989 13 (0.01) 6 (0.26)
1990-1999 7 (0.00) 4 (0.17)
2000-2009 29 (0.02) 13 (0.56)
2010-2019 2,144 (1.46) 201 (8.72)
2020-2023 144,965 (98.51) 2082 (90.29)
Reporter qualification Health professional 8,486 (5.77) 422 (18.30)
Non-health professional 109,575 (74.46) 884 (38.33)
Unknown 29,097 (19.77) 1,000 (43.37)
Age, years 0 to 11 181 (0.12) 8 (0.35)
12 to 17 4,274 (2.90) 6 (0.26)
18 to 44 104,724 (71.16) 899 (38.99)
719 (31.18) 45 to 64 20,249 (13.76) 157 (6.81)
≥65 136 (0.09) 517 (22.42)
Unknown 17,594 (11.96) 8 (0.35)
Delay (TTO), days Median (Q1-Q3) 1 (1-1) 1 (1-1)
Drug class Anthrax vaccines 22 (0.01) 36 (1.56)
Cholera vaccines 1 (0.00) 0 (0.00)
DTaP-IPV-Hib vaccines 99 (0.07) 41 (1.78)
Meningococcal vaccines 57 (0.04) 8 (0.35)
Pneumococcal vaccines 8 (0.01) 9 (0.39)
Tuberculosis vaccines 1 (0.00) 0 (0.00)
Typhoid vaccines 21 (0.01) 9 (0.39)
Encephalitis vaccines 21 (0.01) 8 (0.35)
Influenza vaccines 148 (0.10) 48 (2.08)
Hepatitis A vaccines 70 (0.05) 12 (0.52)
Hepatitis B vaccines 80 (0.05) 63 (2.73)
MMR vaccines 32 (0.02) 15 (0.65)
Rotavirus diarrhea vaccines 0 (0.00) 1 (0.04)
Varicella-zoster vaccines 29 (0.02) 9 (0.39)
Papillomavirus vaccines 2,070 (1.41) 3 (0.13)
COVID-19 mRNA vaccines 129,010 (87.67) 1,531 (66.39)
Ad5-vectored COVID-19 vaccines 15,325 (10.41) 471 (20.42)
Inactivated whole-virus COVID-19 vaccines 94 (0.06) 12 (0.52)
Others* 70 (0.05) 30 (1.3)
Fatal outcomes Recovered/recovering 104,200 (70.81) 1,189 (51.56)
Fatal 2 (0.00) 0 (0.00)
Unknown 42,956 (29.19) 1,117 (48.44)
Single drug suspected 147,136 (99.99) 2,306 (100.00)

Abbreviations: DTaP-IPV-Hib, diphtheria, tetanus toxoids, pertussis, polio, and Hemophilus influenza type b; IQR, interquartile range; MMR, measles, mumps, and rubella; TTO, time to onset; WHO, World Health Organization.

* Others: brucellosis, dengue vaccines, Ebola, leptospirosis, plague, rabies, smallpox, tuberculosis, typhus, and yellow fever vaccines.

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For males, a total of 2,964,055 individuals were reported to the database. Of these, 2,306 individuals reported male sexual dysfunction. Notably, there was a sharp increase in reports of male sexual dysfunction from 2020 to 2023 compared to the period from 1969 to 2019 (Table 1). The world was categorized into six different geographical locations. The European Region accounted for 44.02% of all vaccine-associated male sexual dysfunction disorders, followed by the Americas (43.71%), African (8.41%), Western Pacific (2.60%), Southeast Asia (0.74%) and Eastern Mediterranean (0.52%) regions. COVID-19 mRNA vaccines had the most significant impact on male sexual dysfunction disorders (66.39%), followed by Ad5-vectored COVID-19 vaccines (20.42%). Anthrax vaccines influenced 1.56%. The prognosis was good for most individuals, with zero reported cases of fatal outcomes (Table 1).

3.2 Analysis of the disproportional vaccine-associated menstrual disorder and male sexual dysfunction

Menstrual disorders showed a strong association with specific vaccines. COVID-19 mRNA vaccines had the highest association (ROR [95% CI], 49.51 [48.91-50.13]; IC [IC0.25], 3.36 [3.35]), followed by papillomavirus vaccines (ROR, 6.32 [6.05-6.60]; IC, 2.62 [2.55]), Ad5-vectored COVID-19 vaccines (ROR, 4.44 [4.36-4.51]; IC, 2.02 [1.99]), and anthrax vaccines (ROR, 2.82 [1.85-4.29]; IC: 1.43 [0.72]). Based on age, the papillomavirus vaccine, COVID-19 mRNA vaccine, and Ad5-vectored COVID-19 vaccine showed the highest vaccine-associated menstrual disorder symptoms in the 0-11-year-old group (IC [IC0.25], 4.54[4.15]; 5.46[5.11]; 3.28[1.87], respectively). Additionally, the 45-64-year-old group also exhibited significant associations with these vaccines and menstrual disorder symptoms (4.30[4.28]; 3.28[2.26]; 3.27[3.21]) (Table 2). Male sexual dysfunction was also associated with certain vaccines. The anthrax vaccine exhibited the strongest association (ROR: 4.22 [3.04-5.85]; IC: 2.01[1.45]), followed by COVID-19 mRNA vaccines (ROR: 2.30 [2.18-2.42]; IC: 1.08[1.00, and Ad5-vectored COVID-19 vaccines (ROR: 1.98 [1.81-2.17]; IC: 0.95[0.80]) (Table 3).

Table 2. Analysis of subgroups in vaccine-associated menstrual disorders adverse events disproportionality
Total Vaccine-associated menstrual disorders IC (IC0.25) based on age, years
Observed ROR (95% CI) IC (IC0.25) 0-11 12-17 18-44 45-64 ≥65
Total 4,939,712 147,158 27.76 (27.53 - 27.99) 3.42 (3.41) 1.10 (0.85) 2.14 (2.08) 2.83 (2.82) 3.85 (3.83) 3.07 (2.79)
Vaccine types
Anthrax vaccines 2,586 22 2.82 (1.85 - 4.29) 1.43 (0.72) N/A N/A 0.26 (-0.46) N/A N/A
Cholera vaccines 1,427 1 0.23 (0.03 - 1.64) -1.69 (-5.47) N/A N/A N/A 0.80 (-2.98) N/A
DTaP-IPV-Hib vaccines 389,638 99 0.08 (0.07 - 0.10) -3.57 (-3.90) -2.57 (-3.98) -1.58 (-2.25) -2.41 (-2.86) -2.21 (-3.77) N/A
Meningococcal vaccines 74,411 57 0.25 (0.19 - 0.33) -1.98 (-2.42) -0.34 (-2.11) -1.37 (-1.92) -2.51 (-3.49) N/A N/A
Pneumococcal vaccines 146,717 8 0.02 (0.01 - 0.04) -5.71 (-6.92) -2.61 (-6.40) N/A N/A -2.17 (-3.94) N/A
Tuberculosis vaccines 14,484 1 0.02 (0.00 - 0.16) -4.89 (-8.67) N/A N/A -2.05 (-5.83) N/A N/A
Typhoid vaccines 8,637 21 0.80 (0.52 - 1.23) -0.31 (-1.04) N/A -0.69 (-4.48) -1.04 (-1.85) 0.10 (-2.49) N/A
Encephalitis vaccines 10,549 21 0.66 (0.43 - 1.01) -0.60 (-1.33) N/A 1.67 (0.59) -2.19 (-3.60) 1.00 (-0.56) N/A
Influenza vaccines 238,538 148 0.20 (0.17 - 0.24) -2.29 (-2.56) -1.49 (-5.27) -0.71 (-1.39) -2.63 (-2.98) -1.56 (-2.23) -0.30 (-4.08)
Hepatitis A vaccines 32,098 70 0.72 (0.57 - 0.91) -0.47 (-0.87) 0.29 (-2.30) -0.26 (-1.10) -0.92 (-1.47) 0.07 (-1.49) N/A
Hepatitis B vaccines 62,822 80 0.42 (0.34 - 0.52) -1.25 (-1.62) -0.15 (-2.75) -1.41 (-2.49) -2.15 (-2.65) -0.24 (-1.46) N/A
MMR vaccines 109,738 32 0.10 (0.07 - 0.14) -3.36 (-3.95) N/A -1.06 (-2.04) -2.82 (-3.61) -0.73 (-3.32) N/A
Rotavirus diarrhea vaccines 35,337 0 N/A N/A N/A N/A N/A N/A N/A
Varicella-zoster vaccines 123,608 29 0.08 (0.05 - 0.11) -3.67 (-4.29) N/A -0.75 (-1.69) -2.30 (-3.24) -4.57 (-8.35) N/A
Papillomavirus vaccines 110,601 2,070 6.32 (6.05 - 6.60) 2.62 (2.55) 5.46 (5.11) 2.16 (2.07) 1.22 (1.06) 3.28 (2.26) N/A
COVID-19 mRNA vaccines 2,658,719 129,010 49.51 (48.91 - 50.13) 3.36 (3.35) 4.54 (4.15) 3.02 (2.96) 3.31 (3.30) 4.30 (4.28) 3.41 (3.09)
Ad5-vectored COVID-19 vaccines 800,138 15,325 4.44 (4.36 - 4.51) 2.02 (1.99) 3.28 (1.87) 0.88 (-0.02) 1.81 (1.78) 3.27 (3.21) 3.33 (2.72)
Inactivated whole-virus COVID-19 vaccines 90,197 94 0.22 (0.18 - 0.27) -2.18 (-2.52) N/A -1.43 (-5.21) -2.68 (-3.08) -0.50 (-1.25) N/A
Others* 29,467 70 0.78 (0.62 - 0.99) -0.35 (-0.75) N/A -2.49 (-6.27) -1.96 (-2.55) -0.50 (-2.27) N/A

Abbreviations: CI, confidence interval; DTaP-IPV-Hib, diphtheria, tetanus toxoids, pertussis, polio, and Hemophilus influenza type b; IC, information component; MMR, measles, mumps, and rubella; ROR, reported odds ratio.

Bold style indicates when the value of IC0.25 is greater than 0.0 or the lower end of the ROR 95% CI is greater than 1.0. This means it is statistically significant.

Numbers in bold indicate a statistical significance.

* Others included brucellosis, dengue vaccines, Ebola, leptospirosis, plague, rabies, smallpox, tuberculosis, typhus, and yellow fever vaccines.

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Table 3. Analysis of subgroups in vaccine-associated male sexual dysfunction adverse events disproportionality.
Total Vaccine-associated male sexual dysfunction IC (IC0.25) based on age, years
Observed ROR (95% CI) IC (IC0.25) 0-11 12-17 18-44 45-64 ≥65
Total 2,964,055 2,306 0.66 (0.63-0.68) -0.58 (-0.65) -0.48 (-1.69) -2.17 (-3.58) -0.46 (-0.57) -0.08 (-0.20) -0.46 (-0.73)
Vaccine types
Anthrax vaccines 7,388 36 4.22 (3.04-5.85) 2.01 (1.45) N/A N/A 1.52 (0.90) 2.21 (0.91) N/A
Cholera vaccines 937 0 N/A N/A N/A N/A N/A N/A N/A
DTaP-IPV-Hib vaccines 397,676 41 0.09 (0.06-0.12) -3.48 (-4.00) -1.94 (-5.73) N/A -1.56 (-2.86) 0.15 (-0.88) -0.45 (-4.23)
Meningococcal vaccines 72,835 8 0.09 (0.05-0.19) -3.32 (-4.54) 0.34 (-3.45) N/A -0.49 (-1.90) -0.07 (-3.85) N/A
Pneumococcal vaccines 120,580 9 0.06 (0.03-0.12) -3.89 (-5.02) 0.57 (-2.03) N/A -1.25 (-3.84) N/A -2.05 (-4.64)
Tuberculosis vaccines 17,314 0 N/A N/A N/A N/A N/A N/A N/A
Typhoid vaccines 7,935 9 0.98 (0.51-1.88) -0.03 (-1.17) N/A N/A 0.02 (-1.28) 0.20 (-2.39) N/A
Encephalitis vaccines 8,646 8 0.80 (0.40-1.59) -0.31 (-1.52) N/A N/A -0.26 (-2.33) 1.26 (-0.30) N/A
Influenza vaccines 124,539 48 0.33 (0.25-0.44) -1.58 (-2.06) N/A N/A -0.85 (-1.62) -0.83 (-1.60) -1.15 (-2.46)
Hepatitis A vaccines 30,334 12 0.34 (0.19-0.60) -1.51 (-2.49) N/A N/A -0.31 (-1.53) -0.27 (-2.34) N/A
Hepatitis B vaccines 43,095 63 1.26 (0.98-1.61) 0.33 (-0.09) N/A N/A 1.11 (0.50) 0.87 (-0.27) N/A
MMR vaccines 110,968 15 0.12 (0.07-0.19) -3.06 (-3.93) 0.40 (-2.19) N/A -0.30 (-1.71) 1.27 (-0.49) N/A
Rotavirus diarrhea vaccines 44,530 1 0.02 (0.00-0.14) -5.12 (-8.90) 0.52 (-3.26) N/A N/A N/A N/A
Zoster vaccines 88,265 9 0.09 (0.05-0.17) -3.44 (-4.58) N/A N/A -0.67 (-3.26) -2.69 (-5.29) N/A
Papillomavirus vaccines 22,934 3 0.11 (0.04-0.35) -2.95 (-5.02) N/A -0.13 (-2.72) -1.32 (-5.10) N/A N/A
COVID-19 mRNA vaccines 1,308,604 1,531 2.30 (2.18-2.42) 1.08 (1.00) N/A -1.63 (-3.40) -0.42 (-0.57) 0.13 (-0.02) -0.36 (-0.69)
Ad5-vectored COVID-19 vaccines 439,279 471 1.98 (1.81-2.17) 0.95 (0.80) 1.54 (-2.24) N/A -0.44 (-0.66) -0.32 (-0.59) -0.01 (-0.56)
Inactivated whole-virus COVID-19 vaccines 71,315 12 0.30 (0.17-0.53) -1.68 (-2.65) N/A N/A -3.26 (-4.68) -3.51 (-6.10) -0.35 (-2.12)
Others* 29,799 30 0.87 (0.61-1.24) -0.20 (-0.81) N/A N/A -0.65 (-1.52) 0.45 (-0.69) 0.48 (-3.30)
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3.3 Cumulative report analysis

Vaccine associated menstrual disorders saw a sharp increase in 2010 and again in 2020. Before 2010, there was little association between vaccines and menstrual disorders, but the rise in such cases after 2010 was attributed to the widespread administration of papillomavirus vaccines. From 2020 onwards, the introduction of COVID-19 mRNA vaccines and Ad5-vectored COVID-19 vaccines showed a high association with reports of menstrual disorders (Fig. 1). Similarly, there was a sharp increase in vaccine-associated male sexual dysfunction after 2020, attributed to the introduction of COVID-19 mRNA vaccines and Ad5-vectored COVID-19 vaccines (Fig. 2).

lc-4-0-12-g1
Fig. 1. Cumulative number of reports of menstrual disorders adverse events per year in association with different vaccines (A-C). Abbreviations: DTaP-IPV-Hib, diphtheria, tetanus toxoids, pertussis, polio, and Hemophilus influenza type b; MMR, measles, mumps, and rubella.
Download Original Figure
lc-4-0-12-g2
Fig. 2. Cumulative number of reports of male sexual dysfunction adverse events per year in association with different vaccines (A-C). Abbreviation: DTaP-IPV-Hib, diphtheria, tetanus toxoids, pertussis, polio, and Hemophilus influenza type b; MMR, measles, mumps, and rubella.
Download Original Figure

Vaccine-associated menstrual disorder and male sexual dysfunction are classified as endocrine disease. Regarding endocrine adverse effects, the following rates were observed in females: COVID-19 mRNA vaccines at 0.4, papillomavirus vaccines at 3.5, Ad5-vectored COVID-19 at 0.3, and anthrax vaccines at 4.5. These findings suggested that endocrine-related conditions show a certain level of adverse effects with papillomavirus vaccines and anthrax vaccines. In terms of endocrine complications, the following rates were observed in males: COVID-19 mRNA vaccines at 1.9, papillomavirus vaccines at 0, Ad5-vectored COVID-19 at 1.3, and anthrax vaccines at 30.6. These findings suggested that endocrine-related conditions show a certain level of adverse effects with COVID-19 mRNA vaccines, papillomavirus vaccines, Ad5-vectored COVID-19 vaccines, anthrax vaccines.

4. Discussion

4.1 Main findings

Our study examined the impact of various vaccines globally on menstrual disorders and male sexual dysfunction. This study is the first large-scale, longitudinal research that investigated these specific effects. Vaccine-associated menstrual disorders have significantly increased since 2010, coinciding with the widespread administration of papillomavirus vaccines. Furthermore, this trend intensified after 2020 with the introduction of COVID-19 mRNA vaccines and Ad5-vectored COVID-19 vaccines. Similarly, male sexual dysfunction has increased after the introduction of the anthrax vaccine in 2010 and further increased significantly following the introduction of COVID-19 mRNA vaccines and Ad5-vectored COVID-19 vaccines in 2020. While vaccines can lead to an increase in menstrual disorders and male sexual dysfunction, the fatality rate associated with these adverse effects is extremely low, so there is no need to be concerned about getting vaccinated. Our findings suggest that menstrual disorders were most significantly influenced by COVID-19 mRNA vaccines, followed by associations with papillomavirus vaccines, Ad5-vectored COVID-19 vaccines and anthrax vaccines. Among the vaccines identified, the risk of menstrual disorders was particularly higher in the 0-11 and 45-64-year-old age groups. In the case of male sexual dysfunction, it has a significant association with specific vaccines, with the anthrax vaccine having the highest magnitude, followed by the COVID-19 mRNA vaccines and Ad5-vectored COVID-19 vaccines.

4.2 Interpretations of the study findings

Our study suggests that menstrual disorders are associated with COVID-19 mRNA vaccines, papillomavirus vaccines, Ad5-vectored COVID-19 vaccines, and anthrax vaccines. This can be explained by various hypotheses. The systemic immune response triggered by COVID-19 vaccination might disrupt various pathways involved in the menstrual cycle.[7] Menstruation is regulated by hormones, inflammation, and interactions between tissues and cells. Vaccination-induced systemic inflammatory reactions could potentially interfere with these processes, leading to menstrual irregularities or breakthrough bleeding due to hormonal changes. Such interference might influence the hypothalamic–pituitary–ovarian axis, temporarily altering menstrual patterns. Similar disruptions have been observed following natural SARS-CoV-2 infections, suggesting that stress from acute infection or the virus itself could suppress ovarian function or directly impact it.[7]

Associations with Papillomavirus vaccines have also been observed, with suggestions that the adjuvant of aluminum in vaccines contributes to the occurrence of menstrual disturbances as an adverse event. Aluminum salts can enhance or prolong antigen-specific immune responses and suppress the concentrations of estrogen, progesterone, follicle stimulating hormone (FSH), and luteinizing hormone. They can also accumulate in the ovaries, causing structural damage, weight reduction, and decreased ovarian function. Furthermore, aluminum salts particularly influence HPV4, leading to amenorrhea, increased FSH levels, irregular menstruation, and premature menopause.[17] Anthrax vaccines showed a relatively small association with menstrual disorders, consistent with findings from previous studies.[18] However, considering the impact of vaccines on the immune system and menstrual periods there might be a slight association.[19] Vaccines associated with menstrual disorders showed the highest risk in the 0-11 and 45-64-year-old groups. According to previous studies, the 0-11 age group, being at the age of menarche, experiences more menstrual disorders due to the instability of menstrual cycles during this time.[20, 21] Additionally, the 45-64 age group, approaching menopause[22], is more prone to various menstrual disorders due to changes occurring during this life stage.[23] Therefore, these age groups appear to be more susceptible to vaccine-associated menstrual disorders, likely due to the natural vulnerability of their menstrual cycles around the times of menarche and menopause.

Vaccine-associated male sexual dysfunction had an association with the anthrax vaccine. However, there has been little prior research on this association with the exception of one article from 2002, importantly, this article was published over 20 years ago and consisted of a very s small sample size.[24] Therefore, it is challenging to analyze the mechanism by which the anthrax vaccine influences vaccine-associated male sexual dysfunction. Based on this paper, further research should be conducted. Our study suggested that vaccine-associated male sexual dysfunction has an association with COVID-19 mRNA vaccines. Numerous studies indicate that the SARS-CoV-2 virus, which causes COVID-19, influences male sexual dysfunction. Public single-cell RNA sequencing (scRNA-seq) datasets reveal a heightened expression of ACE2 and TMPRSS2 in various testicular cells, including spermatogonia, peritubular myoid cells, testis somatic cells, and spermatogonial stem cells. Therefore, the testis is considered highly susceptible to SARS-CoV-2 infection. Further studies using scRNA-seq data from male embryo primordial germ cells and normal testis cells underscored the ubiquity of ACE2 expression across all testicular cell types, including Sertoli cells. These results indicate that COVID-19 can harm both Sertoli and Leydig cells, suggesting that the SARS-CoV-2 virus may infiltrate the male reproductive system. Furthermore, analyses using histopathology, ultrastructural microscopy, and immunofluorescence of prostate tissue obtained during surgery for benign conditions from a male recovering from COVID-19 revealed viral particles in the prostate four months post-infection.[25] Therefore, it can be suggested that COVID-19 vaccines might also have an impact. However, there are no studies that suggest COVID-19 vaccines cause male sexual dysfunction, and some studies have argued that these vaccines do not cause male sexual dysfunction.[26] Furthermore, our study did not show a high association between COVID-19 vaccines and male sexual dysfunction, and given the limited prior research, further detailed studies are needed to explore this potential association.

4.3 Comparison of previous studies

Previous studies analyzed sexual disorders caused by vaccines separately or looked at differences in non-sexual diseases by sex. Additionally, these studies involved fewer participants compared to this research, resulting in relatively lower reliability and did not examine how sexual disorders vary by sex. Our research is the first to compare sexual disorders by sex, reinforcing the reliability of the results by involving a large number of people globally.

Similar to previous studies, the COVID-19 vaccines have shown a significant association with menstrual disorders. However, there is less research available on other vaccines, and many studies suggest that Anthrax vaccines do not have a significant association with menstrual disorders. Therefore, further research is needed. Additionally, there have not been many papers analyzing a wide range of vaccines simultaneously, indicating a need to study the associations of various vaccines with menstrual disorders together.

Most studies on menstrual disorders have excluded females younger than 18 years.[27] However, this research included those under 18 years, revealing significant associations were identified in the 0-11 age group for the first time. This highlights the necessity for research across all age groups. Additionally, most studies were conducted in high-income countries with extensive access to healthcare and resources for tracking and reporting menstrual disorders, limiting the generalizability of the results to other contexts.[28] The present study, however, analyzed data from nearly all countries, enabling more globally significant results.

In the case of male sexual dysfunction, there were few previous studies that had results contrary to this research.[26] Therefore, further investigation is needed to explore the mechanisms through which vaccines, as indicated by our findings, are linked to male sexual dysfunction.

4.4 Clinical policy implications

Previous studies have explored sex differences in responses to various vaccines but did not address sexual disorders.[29] Therefore, this study analyzed sexual disorders arising from various vaccines based on sex. The results showed that different vaccines caused sexual disorders in males and females, and the mechanisms were also diverse. Thus, this suggests the necessity of considering these factors when administering vaccines.

Despite increasing reports of sexual disorders potentially caused by vaccines, research in this area has been lacking. Therefore, for a better understanding of menstrual disorders and male sexual dysfunction following vaccination, clinical follow-up is necessary.[7] These measures may increase confidence in vaccines, boost vaccination rates, and assist in achieving public health goals.

In addition, females around the onset or cessation of menstruation are particularly vulnerable to vaccine-associated menstrual disorders. Therefore, based on this study, there is a need for appropriate management and compensation for groups vulnerable to vaccines. Despite these adverse events, vaccination is essential to prevent more severe diseases in the future. Therefore, the Ministry of Health and Welfare should compare the benefits of vaccines with their adverse events, including menstrual disorders and male sexual dysfunction, to properly advise patients who need the vaccine and assist them in dealing with any adverse effects.

4.5 Strengths and limitations

The present study looked at multiple vaccines simultaneously and included all age groups in the analysis, identifying significant results for vaccine-associated menstrual disorders and male sexual dysfunction for the first time. However, there are still some limitations.

First, because this study is cross-section by design,[30] it has the limitation that determining the cause of the results based on the analysis alone is difficult. However, because the analysis was conducted using previous studies on the relationship between vaccines and diseases as references, it is difficult to view the cause analysis as meaningless.

Second, there are limitations in the structure of the reporting system that analyzes vaccine-associated menstrual disorders. This study used passive reporting methods, which may lead to underrepresentation of vaccine-associated anaphylaxis cases and distort incidence rates. Therefore, the reported number of incidents likely lower than the actual occurrence.

Third, because menstrual disorders are a disease common among females, it is difficult to determine whether the menstrual disorders were caused by the vaccine. Therefore, further research is needed on the mechanisms underlying menstrual disorders associated with vaccines.

5. Conclusion

Analyzing the effects of different vaccinations on menstrual disorders and male sexual dysfunction, this study represents the first large-scale longitudinal research spanning. With a sample size of 7,903,767 individuals, it explores how various immunizations influence these health conditions. Although vaccines are associated with a rise in cases of menstrual disorders and male sexual dysfunction, the fatality rate linked to these adverse events remains minimal. Consequently, this significantly alleviates concerns regarding the safety of vaccinations. Our findings reveal that menstrual disorders were most significantly influenced by COVID-19 mRNA vaccines. Additionally, menstrual disorders also showed associations with papillomavirus vaccines, Ad5-vectored COVID-19 vaccines and anthrax vaccines. Among the vaccines identified, the risk was particularly higher in the 0-11 and 45-64-year-old age groups. In the case of male sexual dysfunction, the anthrax vaccine was most frequently associated, followed by the COVID-19 mRNA vaccines and Ad5-vectored COVID-19 vaccines. Based on these results, guidelines should be developed to tailor vaccination strategies, considering vaccines that can cause menstrual disorders and male sexual dysfunction, particularly in vulnerable age groups. The Ministry of Health and Welfare should also recommend vaccines based on their effectiveness and consideration of potential adverse events.

Capsule Summary

Although vaccines are associated with a rise in cases of menstrual disorders and male sexual dysfunction, the fatality rate linked to these adverse events remains minimal.

Ethical statement

The use of this data in confidence was approved by Kyung Hee University.

Patient and public involvement

None of the patients were directly involved in designing the research questions or conducting the research. Patients were not asked for advice on the interpretation or writing of the results. There were no plans to involve patients or the relevant patient community in the dissemination of study findings.

Data availability statement

Data are available on reasonable request.

Transparency statement

The leading author (Dr. JP) is an honest, accurate, and transparent account of the study being reported.

Contributors

Dr. JP had full access to all of the data in the study and took responsibility for the integrity of the data and the accuracy of the data analysis. All authors approved the final version before submission. Study concept and design: JJ, HJ, JP, MR, and DP; Acquisition, analysis, or interpretation of data: JJ, HJ, JP, MR, and DP; Drafting of the manuscript: JJ, HJ, JP, MR, and DP; Critical revision of the manuscript for important intellectual content: JJ, HJ, JP, MR, and DP; Statistical analysis: JJ, HJ, JP, MR, and DP; Study supervision: JJ. JP supervised the study and is the guarantor for this study. JJ and HJ contributed equally as the first authors. The corresponding author attests that all listed authors meet authorship criteria and that no others meeting the criteria have been omitted.

Sources of funding for the research

This research was supported by grants from the National Research Foundation of Korea (NRF) funded by the Korea government. The funders had no role in study design, data collection, data analysis, data interpretation, or writing of the report.

Competing interests

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Provenance and peer review

Not commissioned; externally peer reviewed.

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