Abstract
The vaginal microbiome is a dynamic, sensitive microenvironment. The hallmark of a ‘healthy’ vaginal microbiome is currently believed to be one dominated by Lactobacillus spp., which acidifies the vaginal environment and help to protect against invading pathogens. However, a ‘normal’ microbiome is often difficult, if not impossible, to characterise given that it varies in response to numerous variables, including pregnancy, the menstrual cycle, contraceptive use, diet, ethnicity, and stress. A Lactobacillus-depleted microbiome has been linked to a variety of adverse vaginal health outcomes, including preterm birth (PTB), bacterial vaginosis (BV), and increased risk of sexually transmitted infections. The latter two of these have also been associated with feminine intimate hygiene practices, many of which are practised without any evidence of health benefits. The most extensively studied practice is vaginal douching, which is known to cause vaginal dysbiosis, predisposing women to BV, pelvic inflammatory disease, and PTB. However, little is known of the impact that intimate hygiene practices and associated products have on the vaginal microbiome. This review aims to outline the major factors influencing the vaginal microbiome and common vaginal infections, as well as to summarise current research surrounding the impact of hygiene products and practices on the vaginal microbiome.
Keywords: vaginal microbiome, vagina, female hygiene, sexual health
1. Introduction
The vaginal microbiome is a dynamic, sensitive microenvironment that changes in response to pregnancy, the menstrual cycle, contraceptive use, and diet [1]. The vaginal microbiota lives in a mutualistic relationship with the host, providing protection from pathogenic bacteria in exchange for nutrients and shelter [1,2,3]. A significant amount of protection is provided by bacteria from the genus Lactobacillus spp., which produces lactic acid that contributes to the acidic vaginal pH [1,3]. A normal, healthy microbiota is dominated by a variety of Lactobacillus spp., including L. crispatus, L. gasseri, L. iners and L. jensenii [1,4]. Protective Lactobacillus titres can be easily disrupted, resulting in vaginal dysbiosis and predisposing women to a variety of adverse vaginal health conditions such as bacterial vaginosis (BV), candidiasis (thrush), and sexually transmitted infections (STIs) [1,2,3].
The term ‘feminine hygiene habits’ encompasses a wide variety of practices used to cleanse in and/or around the female genital area. The most well-studied vaginal hygiene practice, douching, involves the introduction of water and/or cleansing products into the vagina. Douching has been associated with increased risks of BV, preterm birth, and pelvic inflammatory disease (PID), which can lead to infertility [5,6]. It has been hypothesised that douching alters the microbial community within the vagina, causing inflammation and providing an opportunity for pathogenic bacteria to invade and colonise the area [7]. Aside from vaginal douching, little is known of the effect that other feminine hygiene products such as gels, sprays and wipes have on the vaginal microbiome.
This review aims to provide an overview of the major factors influencing the vaginal microbiome, along with a critical appraisal of the literature pertaining to feminine hygiene products and practices and their associated impact. Current literature frequently uses the term ‘vagina’ as all-encompassing for the genital area, placing uncertainty on whether various feminine hygiene products are being used internally or externally; this is a major limitation of previous studies.
2. Feminine Hygiene Practices
The vagina is a self-cleansing organ [8]. Vaginal discharge consists of desquamated vaginal epithelial cells, bacteria, and glandular secretions and helps to protect against vulvovaginal infections [7]. Discharge is normally white or clear in colour and possesses a slight, non-offensive odour. The quality of discharge changes throughout the menstrual cycle: discharge is thick, sticky, and hostile to sperm early in the cycle, and becomes thin and watery during ovulation due to rising estrogen levels [7]. For some women, discharge is unpleasant, and this leads to the use of feminine hygiene products and practices to remove discharge and odour from their genital area.
In some populations, up to 95% of women have used at least one feminine hygiene product or practice in or around their genital area [9], despite little being known of their short and long-term health effects. The type and frequency of use of these practices varies and may be related to personal preference or societal, cultural, and religious influences [7,10]. Aside from vaginal douching, women also use products specifically for the intimate area including vaginal washes, wipes, and sprays. Some women also report the use of general cleansing products such as baby wipes, oils, and moisturisers [9].
Feminine hygiene products such as douches, wipes, sprays, washes, and powders are part of a fast-growing industry worth USD 2 billion in the US [11]. These products are marketed to women with the idea of maintaining a ‘clean and fresh’ vagina. Products such as ‘Femfresh’ and ‘Vagisil’ are scented to block vaginal odour which in most cases is completely normal and healthy. These marketing ploys capitalise on cultural messages that women’s bodies are problematic, unclean, and require cosmetic products to maintain a healthy state [10].
Research suggests that the use of feminine hygiene products may be the result of a ‘harmful cycle’ whereby women wash to reduce perceived itching, odour, and discharge, only to develop more significant or additional symptoms resulting from increased washing and the associated disturbance of the normal microbiome [9,12]. By increasing the knowledge surrounding feminine hygiene products, the vaginal microbiome, and adverse vaginal health conditions, women will be able to make an informed choice about their use of these products to optimise their reproductive health.
3. The Vaginal Microbiome
The vaginal microbiome is a dynamic ecosystem that varies between women, depending on several factors. A seminal study by Ravel et al. [4] introduced the idea of community state types (CST) after discovering that the microbiomes of women of varying ethnicities could be clustered into five core community groups. Four of these groups were dominated by Lactobacillus spp., (L. crispatus, CST I; L. gasseri, CST II; L. iners, CST III; L. jensenii, CST V) while the final group (CST IV) was characterised by a low relative abundance of Lactobacillus spp. with higher proportions of anaerobic bacteria [4]. In 2012, Gajer et al. divided CST IV into two sub-states, with CST IV-A dominated by anaerobes of the genera Anaerococcus sp., Prevotella sp. and Streptococcus sp., and CST IV-B by higher proportions of the genera Atopobium sp. and Megasphaera sp., amongst others [13].
It has since been recognised that a healthy vaginal microbiome can be dominated by Bifidobacterium sp. [14,15,16,17]. Bifidobacterium sp. are a group of Gram-positive, anaerobes that are known to colonise the human vagina, oral cavity, and the gastrointestinal tract (GIT) where they play an important role in the protection from pathogens through the production of bacteriocins [14]. At present, vaginal Bifidobacteria are poorly characterised due to the limited coverage of some 16S rRNA gene primer sets and as a result, are often missed in many studies. In particular, the primer pair used by Ravel et al. [4] had only 12.9% coverage of Bifidobacterium sp. sequences within the SILVA database [18]. However, a study by Freitas et al. [14] used quantitative PCR to confirm the relative abundance of Bifidobacterium sp. in the vaginal microbiomes of 42 healthy reproductive-aged women. Interestingly, they found that 4.2% of these women had Bifidobacterium-dominant profiles. They also reported that Bifidobacterium were very capable of producing lactic acid, and could tolerate a low pH, which is typical of healthy vaginal fluid. This suggests that Bifidobacterium spp. may be as protective as Lactobacillus spp. in preventing vaginal colonisation by pathogenic organisms [14].
4. Factors Influencing the Normal Vaginal Microbiome
A ‘normal’ vaginal microbiome is difficult, if not impossible, to define. CST I, II, III and V have all been considered ‘healthy’ for their dominance of Lactobacillus species (L. crispatus, L. gasseri, L. iners, L. jensenii). However, as living microcosms, microbiomes are subject to change in response to intrinsic factors such as menstrual cycling and pregnancy but also external factors such as diet, exposure to smoke and other airborne pollutants, antibiotic treatment, exercise, and stress.
4.1. Ethnicity
Studies on North American, Japanese, and Chinese women have reported that microbiomes dominated by one or more Lactobacillus spp. were most prevalent [15,19,20,21,22]. Fettweis et al. added European women to the Lactobacillus-dominant microbiome group, whilst showing African American women exhibited diverse microbial profiles with reduced concentrations of Lactobacilli [19]. In fact, they discovered that the Lactobacillus-depleted CST IV profile was four times more common in Black women than Caucasian women. These findings were also consistent with Zhou et al. [20], who reported that Black women were less likely to possess a vaginal microbiome dominated by Lactobacilli compared with Caucasian women. Ravel et al. [4] enabled a more granular assessment of the impacts of ethnicity on the microbiome. 396 North American women of varying ethnicities (White, Black, Hispanic, and Asian) were studied with statistically significant differences in the proportions of each CST reported among the four ethnicities [4]. Specifically, Asian and White women were more likely to have Lactobacillus-dominant vaginal bacterial communities such as CST I, II, III, and V than Black or Hispanic women. Additionally, CST IV, which is dominated by anaerobes, was overrepresented in Black and Hispanic women; however, it is unclear what proportion of the Hispanic cohort were Black and White Hispanic, which may have influenced the results observed. These findings suggest that the vaginal microbiome may be genetically determined, however, given that diet and hygiene practices also differ according to culture and ethnicity, it is likely to be influenced by a wide variety of factors.
4.2. Diet
Research on the gut microbiome has revealed the effect of diet on gut bacterial composition, which impacts the well-being of individuals and their susceptibility to diseases such as obesity, inflammatory bowel disease and metabolic disorders [23,24,25]. In the context of the vaginal microbiome, research has shown that an insufficient intake of micronutrients such as vitamins A, C, D, E, β-carotene, folate, and calcium may increase the risk of BV [26,27,28,29]. There is also evidence to suggest that an increased carbohydrate intake may fuel Lactobacillus spp. growth within the vagina by increasing the free glycogen levels [26,30]. Glycogen is metabolised to lactic acid by Lactobacilli, which promotes an acidic vaginal pH [30]. However, carbohydrates with a high glycaemic index have also been demonstrated to increase the risk of BV in women, a condition generally associated with a low abundance of Lactobacillus spp. [26]. With respect to fats, a study by Neggers et al. of 1521 women found that a high dietary fat intake was also associated with an increased risk of BV and that an increased intake of micronutrients such as vitamin E, folate, and calcium decreased the risk of severe BV by 60% [31]. Any generalisation of this study’s findings should be approached with caution, however, as the sample consisted primarily of lower socioeconomic status African American women, a population already known to be at an increased risk of BV [32].
4.3. Exercise and Body Mass Index
Despite the known impacts of exercise and body mass index (BMI) on the gut microbiome [33], few studies have assessed their impacts in the context of the vaginal microbiome. Song et al. [34] examined the impacts of exercise on the vaginal microbiome in 26 college-aged women with participants self-reporting their average exercise intensity as low, moderate, or high. They found that women who participated in higher-intensity exercise were more likely to have higher alpha diversity within their microbiome, akin to CST IV. Despite this, they did not use a validated self-reporting exercise scale; this is a major limitation of this study. Future studies should incorporate validated self-report methods such as the Borg Rating of Perceived Exertion (RPE) [35] to further explore potential associations between exercise and impacts on the vaginal microbiome.
Raglan et al. [36] assessed the vaginal bacterial composition of 67 obese and 42 non-obese women and reported that obese women were more likely to have Lactobacillus-depleted vaginal microbiomes and increased alpha diversity, as well as higher local cytokine levels compared to non-obese women. Additionally, they analysed microbiome changes in a subset of obese women (n = 27) undergoing bariatric surgery. Prior to surgery, they found no significant associations between BMI and the vaginal microbiome. However, six months post-surgery, they observed a significant association between lower BMI and a Lactobacillus-dominant microbiome. In contrast, Mirmonsef et al. [30] examined the relationship between free glycogen in vaginal fluid and Lactobacillus abundance. They found that free glycogen levels in the lumen of the vagina were higher in women with a high BMI (>30). They also noticed that women with a BMI between 25 and 29.9 (overweight) had three times the odds of having >85% Lactobacillus abundance (OR 3.11, 95% CI 1.31–7.37). Daubert et al. [37] examined the relationship between BV and BMI among women living with or at risk of HIV and reported that obese post-menopausal women had a significantly lower risk of BV compared with post-menopausal women with a normal BMI (18.5–24.9); however, this relationship was not significant among pre-menopausal women. In contrast to these studies, Brookheart et al. [38] found that BV prevalence was highest among overweight and obese women compared with lean women, even after adjusting for race. Given the conflicting results surrounding BMI and BV prevalence, further studies are warranted in this area.
4.4. Stress
Chronic stress stimulates the hypothalamic-pituitary-adrenal (HPA) axis, promoting the release of cortisol from the adrenal cortex. Stress-related vaginal dysbiosis is hypothesised to be caused by increased cortisol levels which suppress immune activity leading to the loss of Lactobacillus sp. dominance [39]. Stress in pregnancy is an established risk factor for preterm birth [40,41,42]. Psychosocial stress also increases the risk of BV [39,43,44]. Culhane et al. [43] reported in 454 pregnant women that chronic stress was a significant and independent risk factor for BV status, even after multivariable analysis. Specifically, women in the moderate- and high-stress groups (as determined by the Cohen Perceived Stress Scale) were 2.3 and 2.2 times more likely to have BV than women in the low-stress group, respectively. These findings were corroborated in a non-pregnant cohort by Nansel et al. [44] using data from the Longitudinal Study of Vaginal Flora. Another study comparing chronic stress and BV in pregnant women found that Black women had significantly higher rates of BV compared with white women [45]. Black women were also more likely to be exposed to chronic stressors at personal and community levels than white women which is likely to explain a significant amount of racial disparity in BV prevalence.
4.5. Smoking
Research on the impacts of cigarette smoking on the vaginal microbiome has revealed an increased prevalence of bacterial vaginosis in smokers, as well as a greater risk of preterm birth [2,46,47,48,49,50,51]. Payne et al. [52] analysed the vaginal microbiomes of pregnant women for the presence of three target organisms (Ureaplasma, Mycoplasma, and Candida spp.) previously associated with preterm birth and found that smoking significantly increased the odds of detection of all three. Cigarette smoking is also known to have anti-estrogenic effects, which may negatively impact the growth of Lactobacillus spp. in the vagina [53]. Westhoff et al. [53] measured the mid-cycle and luteal phase concentrations of estrogens and progestins of 175 reproductive-aged women and observed that smoking was associated with decreased estrogen levels in both phases. Brotman et al. [46] conducted a cross-sectional study in which 20 smokers and non-smokers were recruited and self-collected vaginal swabs for vaginal CST analysis. They reported that 50% of smokers had CST-IV (Lactobacillus-depleted) microbiomes in comparison to just 15% of non-smokers. Additionally, smokers had higher vaginal pH and Nugent Gram stain scores indicative of a BV diagnosis than non-smokers. Among their participants, women with CST-IV microbiomes had 25-fold greater odds of being smokers than those with CST-I microbiomes. While this result demonstrates a significant impact of smoking on vaginal Lactobacillus titres, it is important to note that the confidence interval for this association was very wide (aOR 25.61, 95% CI: 1.03–636.61), likely due to the very small sample size, therefore additional studies are needed to validate this finding.
A possible explanation for the reduced Lactobacillus titres observed in smokers may be the presence of benzopyrene diol epoxide (BPDE), a chemical in cigarette smoke that has been found in the vaginal secretions of smokers [54]. Pavlova et al. [54] analysed BPDE on Lactobacillus sp. in vitro and reported a significant increase in phage induction, which may explain the greater odds of Lactobacillus-depletion in smokers. Nelson et al. [55] compared the vaginal metabolomes of smokers and non-smokers and found that nicotine and nicotine metabolites cotinine and hydroxycotinine were significantly higher in the vaginal metabolomes of smokers. They also discovered that smokers with CST-IV microbiomes had significantly higher levels of bioamines, which are known to impact the virulence of infective pathogens and contribute to vaginal malodour. This suggests that smoking may precipitate increased malodour and predispose women to vaginal infections.
4.6. Age
Across a woman’s life, the vaginal microbiome undergoes substantial modifications due to various stressors, sex hormones and habits. The vaginal pH is neutral or alkaline during childhood, dominated by anaerobic bacteria, Diphtheroids, coagulase-negative Staphylococci, E. coli and Mycoplasma species [56,57]. The rise in estrogen that occurs during puberty promotes hyperplasia of the vaginal mucosal epithelium and increases the cellular glycogen content [56]. These changes promote a vaginal microbiome that is dominated by Lactobacillus sp. in many, however, is also accompanied by an increase in anaerobic species such as Atopobium and Prevotella [56]. Numerous studies have reported that women of reproductive age typically have microbiomes dominated by one or more Lactobacillus sp., or are Lactobacillus-depleted [4,56,57]. As women approach menopause, a decline in circulating estrogen causes a shift towards a Lactobacillus-depleted microbiome, with a subsequent rise in vaginal pH [56,57]. These findings are consistent with Brotman et al. [58], who found premenopausal women were more likely to have CST I and III microbiomes, whereas post-menopausal women were more likely to have CST IV-A. The vaginal microbiomes of women with mild or moderate vulvovaginal atrophy (VVA), a condition that causes vaginal dryness and soreness in postmenopausal women due to estrogen decline, had 25-fold greater odds of being classified as CST IV-A compared to women with no VVA [58].
Hormone replacement therapy has been associated with the restoration of Lactobacillus abundance in postmenopausal women. Several studies have reported that postmenopausal women on hormonal treatment had significantly higher free glycogen levels and increased Lactobacillus abundance compared with those not on hormone treatment [57,59,60,61]. Ribeiro et al. [62] compared the effects of isoflavone administration and probiotics to hormonal therapy on 60 postmenopausal women and found that after 16 weeks of treatment, the hormonal therapy group had significantly improved menopausal symptoms, lower vaginal pH and increased Lactobacillus sp. abundance. Similarly, Pabich et al. [61] analysed the vaginal communities of 463 post-menopausal women and reported that Lactobacillus sp. were present in 62% of women and significantly more prevalent in those receiving hormonal replacement therapy in the previous year.
4.7. Menstrual Cycle
Vaginal CSTs are also known to shift during menses, before reverting to their original states later in the menstrual cycle (Figure 1) [13,58]. There is evidence to suggest that menses is accompanied by increases in alpha diversity along with a decrease in the abundance of Lactobacillus spp. [34]. Srinivasan et al. [63] reported that the relative abundance of Gardnerella vaginalis and L. iners increased during menses and was accompanied by reduced quantities of L. crispatus and L. jensenii. After menses, the relative abundance of G. vaginalis and L. iners decreased and there were simultaneous increases in the relative abundance of L. crispatus and L. jensenii [63]. Estrogen levels peak prior to ovulation and in the luteal phase of the menstrual cycle [64]. The luteal phase is more stable in terms of microbial composition which correlates with the higher circulating concentrations of sex hormones such as estrogen and progesterone [58]. Multiple studies have reported consistent findings of Lactobacillus-depletion during menses when estrogen levels are lowest, with a shift towards Lactobacillus-dominance just prior to ovulation when estrogen levels are highest [34,64,65,66]. This is consistent with the idea that the vaginal microbiome appears to be less stable during menstruation. It is important to note, however, that a recent study by Chaban et al. [15] that followed 27 reproductive-aged women throughout a single menstrual cycle found that the vaginal microbiomes of women remained relatively stable, with minimal variations in diversity and richness. However, only one-quarter of participants provided vaginal samples during menses, which may explain these discrepant results. Future, larger studies following women through a greater number of menstrual cycles are required to validate these findings.
Figure 1.
Bacterial Dynamics of Major Bacterial Genera and Species throughout the Menstrual Cycle. The Follicular phase (Day 1–7) occurs following menses and is characterised by the gradual increase in levels of follicle-stimulating hormone (FSH), estrogen, and luteinising hormone (LH); the vaginal microbiome at this time is typically dominated by various anaerobes and L. iners. During ovulation (~Day 14) and throughout the luteal phase (Day 15–28), levels of circulating estrogen are high, resulting in the dominance of optimal Lactobacilli such as L. crispatus, L. gasseri, and L. jensenii. Created with BioRender.com.
4.8. Contraception
Hormonal contraceptives such as the combined oral contraceptive pill (COCP), and the hormonal intrauterine device (IUD) release sustained amounts of estrogen and progestin throughout the menstrual cycle, preventing ovulation and rendering cervical mucus impenetrable by sperm [67]. Barrier contraceptives such as condoms prevent genital contact as well as the transfer of sperm into the vagina, which helps to maintain a healthy vaginal microbiota. In fact, studies have found that condom users have a higher prevalence of H2O2-producing Lactobacilli [68], and are less likely to exhibit a non-optimal CST III (L. iners) microbiome [69]. There is also consistent evidence that hormonal contraceptive use prevents BV [70,71,72,73]. Interestingly, Rezk et al. [74] examined the prevalence of BV, Trichomonas vaginalis and Candida spp. infections among new users of the COCP or the hormonal IUD and found that the rates of these infections significantly increased after six weeks in both hormonal contraceptive groups but decreased in frequency over time. The increased rate of infection at six weeks may be associated with increased promiscuity and a decrease in condom use after the initiation of hormonal contraception, given that the penile microbiome of a male partner can predict incident BV in women [75]. The protective effects of hormonal IUD use on BV acquisition are yet to be established. Several studies have failed to show any significant protective effects [70,73], and Donders et al. [76] even reported that short-term use of hormonal IUDs increased BV, aerobic vaginitis, and Candida spp. rates. However, these rates were reduced back to pre-insertion levels after long-term use; therefore, these results may only be reflective of the brief period of microbial disturbance that likely occurs post-IUD insertion.
4.9. Pregnancy
During pregnancy, the vaginal microbiome stabilises and reduces in diversity, generally being dominated by one or two species of Lactobacillus spp. [77,78,79]. A longitudinal study by Romero et al. [79] was the first to use 16S rRNA gene sequencing to compare the vaginal microbiomes of pregnant women who delivered at term with those of non-pregnant, healthy women. They reported a statistically significant decrease (95%) in the odds of observing CST IV-B in pregnant women compared with non-pregnant women. Most pregnant women were grouped into CST I and III, whereas non-pregnant women were more likely to have CST III or CST IV-B microbiomes. It was also noted that the vaginal microbiomes of pregnant and non-pregnant women were dynamic and could shift between CSTs, with non-pregnant women more likely to persist in CST IV-B than pregnant women. A similar finding was also reported by MacIntyre et al. [78] who analysed the vaginal microbiomes of 46 British women throughout pregnancy and six weeks postpartum. They found that the vaginal microbiome shifted postpartum to become less Lactobacillus dominant with increased alpha diversity and that significant numbers of British women had CST V microbiomes with low alpha diversity. Interestingly, CST IV has been linked to several pregnancy complications [80], which are discussed below. While previous studies have been able to yield statistically significant results when comparing the microbiomes of pregnant and non-pregnant women [77,78,79], they were often performed with low sample sizes of pregnant women and may be influenced by ethnicity [79]. It is important to note that although previous studies have targeted large numbers of African American women [79], MacIntyre et al. [78] reported their observed postpartum changes to the microbiome were independent of ethnicity. Future longitudinal studies which focus on the vaginal microbiomes of different ethnic groups would be beneficial to ensure that these findings are generalisable to the entire population of pregnant women.
5. Impact of the Vaginal Microbiome on Health
Vaginal dysbiosis is a non-optimal state whereby the vaginal microbiota is disrupted due to a range of factors such as stress, antibiotics, and sexual activity. A reduction in the relative abundance of protective Lactobacillus spp. can increase the vaginal pH and allow colonisation by a range of pathogenic organisms.
5.1. Vaginal Infections
Vaginal infections can occur when vaginal dysbiosis allows the overgrowth of opportunistic organisms such as E. coli, G. vaginalis and bacterial-vaginosis-associated bacteria (BVAB), or when exposed to a range of pathogenic organisms such as Chlamydia trachomatis or Neisseria gonorrhoeae during sexual activity [81]. Rapid detection and treatment of these infections is crucial as they can predispose women to a range of reproductive health conditions such as preterm birth, PID, and infertility.
5.2. Bacterial Vaginosis (BV)
BV is an inflammatory condition caused by vaginal dysbiosis. A BV-associated vaginal microbiome is generally Lactobacillus-depleted with an increase in the relative number of anaerobic bacteria such as G. vaginalis, Prevotella, and Mobiluncus spp. [82]. BV is the most common vaginal infection in reproductive-aged women and is estimated to affect approximately 25% of women globally [83], with an estimated annual global economic burden of USD 4.8 billion [83]. The most frequently observed symptoms of BV include excessive vaginal discharge, fishy odour, vaginal irritation and a vaginal pH greater than 4.5 [82].
The Amsel criteria are currently the gold standard diagnostic method for BV due to their ability to be performed using basic observational and microscopic techniques [84]. A diagnosis of BV is given when three of four parameters are met: (1) the presence of thin, white, homogenous discharge; (2) the presence of clue cells on wet mount microscopy; (3) pH of vaginal fluid over 4.5; (4) a positive ‘whiff’ test for amines [84,85]. The Nugent criteria are an alternative BV diagnostic method previously considered a gold standard for BV diagnosis. The Nugent scoring system relies solely on Gram stain microscopy for diagnosis and examines the abundance of Lactobacillus spp. (Gram-positive rods), versus Gardnerella spp. and other anaerobic species (Gram variable rods and curved rods), with a score given based on the proportions of bacteria present; higher Gram-positive rod presence leads to a low Nugent score and vice versa [84,86]. Although somewhat accurate, the Nugent scoring system has reduced in popularity due to its time-consuming methodology and the high skill level required for microscopy. However, in recent years a major flaw in the Nugent scoring system has been brought to light in that L. iners, the dominant Lactobacillus sp. in CST III vaginal microbiomes (one of the most common), frequently stains Gram-negative, resulting in false positives for BV/vaginal dysbiosis and an associated high Nugent score [87].
Black women are more likely to have Lactobacillus-depleted microbiomes compared to white women and are also twice as likely to be diagnosed with BV [1,2,19,32]. A BV-associated microbiome closely resembles that of a CST-IV vaginal microbiome which is common in many reproductive-aged women, particularly African Americans [85]. Asymptomatic BV is a controversial diagnosis whereby women exhibit a vaginal microbiome consistent with BV and are treated for this, despite not displaying any BV symptoms [82]. There is little evidence to suggest treatment is warranted outside the presence of symptoms meeting the Amsel criteria, and proper diagnosis is needed to ensure unnecessary antibiotic treatment for BV is not given to asymptomatic women with CST-IV microbiomes.
5.3. Candidiasis
Vulvovaginal candidiasis is an opportunistic yeast infection causing vulvovaginitis and can present with symptoms such as itchiness, thick white discharge, and dysuria [88]. It is estimated to affect approximately 70% of women in their lifetime, however, its absolute incidence is unknown as patients do not always present for care due to the availability of over-the-counter treatment. The organism most responsible for infection is Candida albicans, which is a commensal fungus that is part of the normal vaginal microbiota in many women. Most women colonised with C. albicans do not display any symptoms of infection, but changes in host and behavioural factors can lead to candidiasis [88,89]. Host-related risk factors include estrogen use, pregnancy, immunosuppression, diabetes mellitus, and broad-spectrum antibiotic use [88]. The use of broad-spectrum antibiotics, especially those with high activity against Gram-positive organisms, is often accompanied by candidiasis due to the depletion of protective Lactobacillus sp. causing vaginal dysbiosis, which allows opportunistic organisms such as C. albicans to invade the mucosal lining of the vagina and incite an inflammatory response. It has also been recognised that the use of the COCP, hormonal IUD, and some sexual, hygiene and clothing habits can predispose women to infection [89].
5.4. Urinary Tract Infections (UTIs)
UTIs affect between 40 and 60% of women at least once in their lifetime [90,91]. Women experience UTIs four times more frequently than males [90], and this is thought to be due to their shorter urethra aiding bacterial ascent into the bladder. A loss of protective Lactobacillus spp. in the vagina can allow colonisation of opportunistic UTI-associated organisms such as E. coli, Proteus, Klebsiella, and Enterococcus spp. [90]. These bacteria ascend the urethra causing dysuria, frequent urination, and haematuria. Recent sexual intercourse increases the risk of UTIs in women as it can promote the migration of bacteria into the bladder [90]. Recurrent UTIs (rUTIs) are defined as at least three episodes of a UTI in 12 months or two UTI episodes over 6 months [92]. As women age, the prevalence of rUTIs increases, and this is thought to be due to the decline in endogenous estrogen and Lactobacillus spp. that occurs during menopause [91,93,94]. Estrogen replacement therapies such as estrogen creams and rings have been shown to reduce the risk of UTIs in postmenopausal women [61,91]. In a study of 463 postmenopausal women, E. coli colonisation was more common in women without estrogen replacement and inversely associated with the presence of Lactobacillus spp. [61]. Additionally, Lactobacillus retention within the vaginal microbiome was associated with topical or systemic estrogen replacement therapy in the previous year.
5.5. Sexually Transmitted Infections (STIs)
Disturbance of the normal vaginal microbiota can allow colonisation by pathogenic organisms which cause STIs. Vaginal dysbiosis is consistently associated with STIs including Human Immunodeficiency Virus (HIV), herpes simplex virus type-2 (HSV-2), Human Papilloma Virus (HPV), and Trichomonas vaginalis [2,95]. BV has also been linked to an increased risk of STI acquisition [96,97,98,99,100,101,102]. A meta-analysis of 16 cross-sectional studies by Esber et al. [96] reported that the odds of prevalent BV were 60% greater among HSV-2 positive women compared with HSV-2 negative women. In addition, a meta-analysis by Atashili et al. [101] reported a 60% increased risk of HIV acquisition among women with BV. There is also evidence to suggest that specific vaginal CSTs can affect the risk of STI acquisition [99,103]. Brotman et al. [99] found that the highest proportion of HPV-positive samples came from women with ‘non-optimal’ microbiomes such as CST III and IV, with lower proportions of positive samples found for women with CST I and II microbiomes. This suggests that women with CST IV microbiomes are at an increased risk of HPV and a range of other STIs, potentially due to the absence of the acidic environment that is created via lactic acid production when Lactobacillus species are dominant. Early detection and treatment of STIs, as well as BV is vitally important considering their links to PID and infertility [104,105,106].
5.6. Pelvic Inflammatory Disease (PID)
PID results from an upper genital tract infection causing damage to the endometrium, fallopian tubes, ovaries, and pelvic peritoneum. C. trachomatis and N. gonorrhoeae are the most common causes of PID [104]; however, various cervical and enteric bacteria plus BVAB have also been implicated [104,107]. Infection of the vaginal epithelium causes damage, allowing the ascension of bacteria from the cervix into the uterus. PID is often misdiagnosed due to its non-specific symptoms such as pelvic pain and tenderness, and this enables the silent spread of infection into the upper genital tract [108]. Regular STI screening in sexually active women under 25 years is crucial for the prevention of PID as a delayed diagnosis can result in inflammatory sequelae leading to ectopic pregnancy, chronic pelvic pain, and infertility [104]. Several studies have suggested that BV can increase the risk of PID in women, although this association remains unclear [106,109,110,111,112,113]. A large, longitudinal, cohort study by Ness et al. [106] reported that having a vaginal microbiome in the highest tertile in terms of BVAB growth increased the risk of PID by two-fold. Additionally, Haggerty et al. [111] reported that several BVAB such as Atopobium vaginae, Prevotella, and Megasphaera spp. were significantly associated with subsequent PID. Contradictory to this evidence, other studies by Ness et al. [109] have reported no significant findings between BV and PID. Although the prevalence of PID appears to be declining [107], the risk remains high with approximately 20 million new STIs diagnosed each year in the US [114]. To prevent the progression of infection, the possibility of PID needs to be considered in sexually active women presenting with PID-like symptoms to ensure this infection does not go undiagnosed [104].
5.7. Complications of Fertility and Pregnancy
Preterm birth (PTB) is the second most common cause of neonatal mortality worldwide, with approximately 15 million births under 37 weeks’ gestation each year [115]. Intrauterine infections makeup approximately one-quarter of spontaneous PTB cases [116], and can occur due to the ascension of vaginal bacteria into the uterus [117]. A Lactobacillus-dominant microbiome is considered the hallmark of optimal vaginal health in reproductive-aged women, and a reduction in L. crispatus has been associated with spontaneous PTB (sPTB) in several studies [115,118,119,120]. For example, Fettweis et al. [115] examined the vaginal bacterial profiles of 45 preterm and 90 term birth controls and found that women who delivered preterm had significantly lower levels of L. crispatus and higher levels of BVAB1, Sneathia amnii, and Prevotella spp., among others. It has also been recognised that abnormal vaginal microbiota in early pregnancy can predict late miscarriage and early PTB [121]. A case–control study of 49 pregnant women in which 15 delivered preterm, reported that the risk of PTB was higher for women with CST IV microbiomes with abundances of Gardnerella or Ureaplasma spp. [80]. Despite its ability to produce lactic acid, L. iners has also been recovered in high numbers from women with vaginal dysbiosis [87]. In the context of PTB, Petricevic et al. [122] examined the diversity of Lactobacillus in a subset of women delivering term vs. preterm and found that L. iners alone was detected in 85% of PTBs, but only 16% of term births. Numerous additional studies have documented the relationship between the vaginal microbiome and PTB, most of which are covered in previous thorough reviews on the topic [123,124,125,126].
The vaginal microbiome has also been linked to natural and artificial reproductive success. A Kenyan study by Lokken et al. [127] reported a 17% decline in natural conception in women who had ever had an episode of BV. Moreover, persistent BV reduced the rate of conception by 43%. In the context of artificial reproductive technology (ART), including in vitro fertilisation (IVF) and IVF-intracytoplasmic sperm injection (IVF-ICSI), some studies have shown that the composition of the vaginal microbiome prior to ART may predict pregnancy outcome [128,129,130]. For example, Bernabeu et al. [131] analysed the vaginal samples of 31 women undergoing ART and reported that the presence of Lactobacillus spp. was greater in women who achieved a successful pregnancy. Similarly, Koedooder et al. [128] examined the vaginal microbiome composition of 303 women prior to undergoing IVF OR IVF-ICSI and found that women with Lactobacillus-depleted microbiomes were less likely to have successful embryo implantation and that the degree of dominance of L. crispatus was an important factor in predicting pregnancy. However, in contrast to the aforementioned study [131], microbiomes containing <60% L. crispatus or high titres of L. iners correlated with better ART outcomes than microbiomes with >60% L. crispatus, suggesting that high titres of Lactobacillus spp. may not be beneficial in all cases. Additionally, vaginal dysbiosis has been demonstrated to reduce IVF success [129]. Haahr et al. [129] analysed vaginal samples from 130 IVF patients and reported the prevalence of Nugent-BV in 21% of women, and abnormal microbiota in 28% of women. Interestingly, only 9% of women with abnormal microbiota achieved a successful pregnancy. Given the links between vaginal dysbiosis, PTB and reduced fecundability, additional research targeting the risk factors for BV is needed to prevent these devastating obstetric health consequences.
6. Impact of Feminine Hygiene Products and Practices on the Vaginal Microbiome
The use of feminine hygiene products and practices by women to cleanse in and around the genital area with the aim of eliminating vaginal discharge and treating STIs is common, particularly for African and Asian women [132]. However, the use of these products and practices has been linked to adverse vaginal health outcomes [133,134,135]. The widespread use of these products and practices highlights the need for increased education among women regarding intimate female hygiene.
6.1. Vaginal Douching
Vaginal douching has been associated with BV [136,137,138,139], PID [140,141,142], PTB [143,144], and reduced fertility [145]. Douching is common in one-third of women in the US and remains prevalent in American and African countries [5,146]. Women perform douching for general cleanliness, to prevent or treat odour and infections, and after sexual intercourse and menses [6,147]. There is a multitude of studies surrounding the impact of vaginal douching on genital health, but many are now outdated or present inconsistent results. Many studies have been conducted in Black women only, who are already at increased risk of these adverse health outcomes. Considering the rise in marketed feminine hygiene products, an updated epidemiological review is needed. Table 1, Table 2 and Table 3 summarise studies assessing the association between vaginal douching and adverse health outcomes including BV, vaginal dysbiosis, and PID. In most of the literature, significant associations between vaginal douching and BV have been reported; however, it is important to note that some studies also report no significant associations [148,149,150,151].
Table 1.
Associations between vaginal douching (VD) and vaginal dysbiosis.
Authors (Year) | Racial/Demographic Focus | Study Design | Sample Size | Key Findings |
---|---|---|---|---|
Yıldırım et al. (2020) [6] | Turkish women | Descriptive study | 190 women | A significant association reported between VD and history of vaginal infection (p < 0.01), as well as women with current vaginal infection and VD. No significant difference reported between VD and non-VD with respect to vaginal microbiota. |
Lokken et al. (2019) [152] | Kenyan women | Cross-sectional study | 272 women | Vaginal washing in prior week associated with a 44% decrease in Lactobacillus detection by culture (aPR 0.56, 95%CI 0.37–0.85). There was a larger reduction in H2O2-producing Lactobacillus with increased washing frequency. (p < 0.05) |
Baeten et al. (2009) [153] | Kenyan sex workers | Prospective cohort study | 1020 women | Vaginal washing (water only or soap plus water) reduced the likelihood of Lactobacillus sp. isolation by 40%. |
Sabo et al. (2019) [12] | US and Kenyan women | Analysis from Preventing Vaginal Infections (PVI) trial | 234 women | US women: Vaginal washing was associated with a higher likelihood of BVAB1 detection (RR 1.55,95%CI 1.15–2.04, p = 0.004), BVAB2 (RR 1.99, 95%CI 1.46–2.71, p < 0.001) and G. vaginalis (RR 1.08, 95%CI 1.01–1.16, p = 0.02), among other species. Kenyan women: No association found between vaginal washing and bacterial detection. |
Table 2.
Associations between vaginal douching and BV.
Authors (Year) | Racial Focus | Study Design | Sample Size | BV Diagnosis (Amsel/Nugent) | Key Findings |
---|---|---|---|---|---|
Fonck et al. (2001) [154] | Kenyan female sex workers | Randomised, placebo-controlled trial | 543 women | N/A | Douching in general and douching with water and soap associated with BV (p = 0.05 and p = 0.04, respectively). No significant relationship between douching and risk of STIs/HIV. |
Ness et al. 2002 [138] | US women | Cross-sectional study | 1200 women | N/A | Douching at least once per month associated with increased frequency of BV. Those douching within 7 days prior were at highest risk (OR 2.1, 95% CI 1.3–3.1). Gonococcal or Chlamydial cervicitis not associated with douching. |
Brotman et al. (2008) [139] | US women | Longitudinal study-marginal structural modelling | 3620 non-pregnant women | Nugent criteria | Regular douching associated with increased risk of BV compared with no douching (RR 1.21, 95%CI 1.08–1.38). |
Klebanoff et al. (2010) [136] | No racial focus | Longitudinal cohort study | 3620 women | Nugent criteria | Douching associated with BV (Prevalence Ratio for weekly or greater vs. never 1.17, 95%CI: 1.09–1.26). |
Luong et al. (2010) [148] | Canadian women | Nested case–control study | 5092 women | Nugent criteria | Vaginal douching was associated with BV (p < 0.05) and PTB (p < 0.05) in bivariate analysis, but not multivariate analysis. |
Brotman et al. (2010) [151] | US women | Cohort study | 39 women | Nugent criteria | Vaginal douching practised a day prior to sampling trended towards association with BV, however it was not statistically significant (aOR 3.71, 95% CI 0.79–17.36). |
Esber et al. (2016) [150] | Malawi women | Cross-sectional study | 200 women | Nugent criteria | 95% of women reported use of at least one intravaginal practice (IVP). 51% reported a BV infection. No significant associations between IVP and BV. |
Ranjit et al. (2018) [137] | Nepalese women | Descriptive cross-sectional study | 160 non-pregnant women | Nugent criteria | Women with daily douching habits more likely to have BV (32.1%) than women who occasionally douched (23.7%) (p = 0.015) |
Crann et al. (2018) [9] | Canadian women | Cross-sectional survey | 1435 women | N/A | Participants who douched in the previous six months had 7 times the odds of reporting BV. |
Table 3.
Association between vaginal douching and Pelvic Inflammatory Disease (PID).
Authors (Year) | Racial/Demographic Focus | Study Design | Sample Size | Key Findings |
---|---|---|---|---|
Zhang et al. (1997) [140] | No racial focus | Meta-analysis | N/A | Vaginal douching increased overall risk of PID (RR 1.73, 95%CI 1.07–2.79) and ectopic pregnancy (RR 1.76, 95%CI 1.10–2.82). |
Scholes et al. (1993) [141] | US women | Case-control study | 131 cases 294 controls |
Women who douched in previous 3 months (aOR 2.1, 95%CI 1.2–3.9) and twice per week (OR 3.9, 95%CI 1.4–10.9) had higher risk of PID. |
Ness et al. (2005) [106] | US women | Prospective observational study | 1199 women | Douching once or twice per month not associated with PID (aHR 0.76, 95%CI 0.42–1.38) nor Gonococcal/Chlamydial infection (aHR 1.16, 95%CI 0.76–1.78). |
Shaaban et al. (2013) [142] | Egyptian women | Cross-sectional observational study | 620 women | History of PTB was reported in 19.2% of women who douched vs. 11.9% of non-douching women. There was a history of PID in 13.2% of women who douched vs. 6.0% of non-douching women (p = 0.008). |
Turpin et al. (2021) [155] | US women | Longitudinal study | 2956 women | Nugent BV (aHR 1.53, 95% CI 1.05–2.21), Amsel BV (aHR 2.15, 95%CI 1.23–3.75), and vaginal douching (aHR 1.47, 95%CI 1.03–2.09) associated with incident PID. |
6.2. Other Specialised Feminine Hygiene Products
Aside from douching, women use a variety of other feminine hygiene products and practices to cleanse in or around the genital area to remove excess sweat, urine, odour, and discharge [7]. A study by Crann et al. [9] found that women who reported the use of any feminine hygiene product or practice had three times the odds of reporting adverse health conditions such as BV, UTIs or STIs. They also reported that participants using feminine washes/gels had 3.5 and 2.5 times the odds of reporting BV and UTIs, respectively. It appears that these products may reduce the relative abundance of Lactobacillus species. Fashemi et al. [156] examined the effects of a vaginal moisturiser (Vagisil), lubricant, nonoxynol-9 and douche on L. crispatus in vitro. After two hours, nonoxynol-9 and Vagisil had suppressed Lactobacillus growth and at 24 h they had a complete bactericidal effect. Additionally, the lubricant had bactericidal effects within 24 h, however, there were no significant effects of the douche on bacterial growth. Sabo et al. [12] studied the association between vaginal washing and vaginal bacterial concentrations in Kenyan and US women. Among US women, vaginal washing was associated with a significantly higher likelihood of detection of BVAB1/2, A. vaginae, G. vaginalis and Megasphaera spp., among other bacteria. Crann et al. [9] found that many women also use products not marketed for the genital area including hand sanitisers, baby wipes, oils, shaving cream and body lotions. For example, 41.6% and 2.1% had used baby wipes externally and internally, respectively. The impact of these general cleansing products on the sensitive vaginal microbiome is yet to be established and given the use of these products among women, additional studies in this area are warranted.
7. Limitations of Previous Studies and Future Directions
Previous studies examining associations between feminine hygiene practices and the vaginal microbiota have limitations. First and foremost, some studies failed to define internal from external product use and often used the word ‘vagina’ as an all-encompassing term for the genital area. The vulva and vagina are two distinctly different areas that comprise different microbial environments [7]. Crann et al. [9] conducted a thorough survey of the prevalence of certain hygiene products and practices in Canadian women, however, did not conduct any bacterial profiling analyses. In contrast, Sabo et al. [12] conducted a thorough bacterial profiling analysis of the vaginal microbiome but failed to include a survey or adequate description of the feminine hygiene products used. In future, studies which incorporate surveys on the use of feminine hygiene products and practices, along with mid-vaginal swabs for bacterial profiling analyses would be beneficial to ascertain the impact of hygiene practices on the vaginal microbiome.
Additional research is needed to help inform women about which vaginal hygiene practices have the potential for negative impacts on vaginal health, however, at present, the use of vaginal douches is well-established as having multiple negative side effects; As such, we recommend women refrain from using these products without first consulting with their general practitioner.
8. Conclusions
The vaginal microbiome is a sensitive microenvironment prone to disruption by several factors including menstrual cycle, age, contraception, smoking, and intimate hygiene practices. The use of vaginal douches is not recommended based on their links to vaginal dysbiosis, bacterial vaginosis, and pelvic inflammatory disease. Studies on the impacts of other intimate hygiene products and practices such as feminine wipes, washes and sprays are limited. Future studies analysing the impacts of a broader range of intimate feminine hygiene products on the vaginal microbiome are needed to ascertain the potential benefits and/or consequences of their routine use by women.
Author Contributions
Conceptualization, M.S.P. and D.J.I.; Writing—Original Draft Preparation, A.M.H.; Writing—Review and Editing, A.M.H., M.S.P. and D.J.I.; Visualization, M.S.P.; Supervision, D.J.I. and M.S.P.; Project Administration, M.S.P.; Funding Acquisition, M.S.P. All authors have read and agreed to the published version of the manuscript.
Data Availability Statement
No new data were created during the formulation of this review.
Conflicts of Interest
The authors declare no conflict of interest.
Funding Statement
This research received no external funding.
Footnotes
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.
References
- 1.Saraf V.S., Sheikh S.A., Ahmad A., Gillevet P.M., Bokhari H., Javed S. Vaginal microbiome: Normalcy vs dysbiosis. Arch. Microbiol. 2021;203:3793–3802. doi: 10.1007/s00203-021-02414-3. [DOI] [PubMed] [Google Scholar]
- 2.Lewis F.M.T., Bernstein K.T., Aral S.O. Vaginal Microbiome and Its Relationship to Behavior, Sexual Health, and Sexually Transmitted Diseases. Obstet. Gynecol. 2017;129:643–654. doi: 10.1097/AOG.0000000000001932. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Chen X., Lu Y., Chen T., Li R. The Female Vaginal Microbiome in Health and Bacterial Vaginosis. Front. Cell. Infect. Microbiol. 2021;11:631972. doi: 10.3389/fcimb.2021.631972. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Ravel J., Gajer P., Abdo Z., Schneider G.M., Koenig S.S.K., McCulle S.L., Karlebach S., Gorle R., Russell J., Tacket C.O., et al. Vaginal microbiome of reproductive-age women. Proc. Natl. Acad. Sci. USA. 2011;108((Suppl. S1)):4680–4687. doi: 10.1073/pnas.1002611107. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Cottrell B.H. An Updated Review of Evidence to Discourage Douching. MCN Am. J. Matern. Nurs. 2010;35:102–107. doi: 10.1097/NMC.0b013e3181cae9da. [DOI] [PubMed] [Google Scholar]
- 6.Yıldırım R., Vural G., Koçoğlu E. Effect of vaginal douching on vaginal flora and genital infection. J. Turk. Gynecol. Assoc. 2020;21:29–34. doi: 10.4274/jtgga.galenos.2019.2018.0133. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Chen Y., Bruning E., Rubino J., Eder S.E. Role of female intimate hygiene in vulvovaginal health: Global hygiene practices and product usage. Women’s Health. 2017;13:58–67. doi: 10.1177/1745505717731011. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Betts J.G., Young K.A., Wise J.A., Johnson E., Poe B., Kruse D.H., Korol O., Johnson J.E., Womble M., DeSaix P. Anatomy and Physiology of the Ovarian Reproductive System. 2022 In: Anatomy and Physiology 2e. Houston (TX) OpenStax. [(accessed on 2 May 2022)]. Available online: https://openstax.org/books/anatomy-and-physiology-2e/pages/27-2-anatomy-and-physiology-of-the-ovarian-reproductive-system.
- 9.Crann S.E., Cunningham S., Albert A., Money D.M., O’Doherty K.C. Vaginal health and hygiene practices and product use in Canada: A national cross-sectional survey. BMC Women’s Health. 2018;18:52. doi: 10.1186/s12905-018-0543-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Jenkins A.L., Crann S.E., Money D.M., O’Doherty K.C. “Clean and fresh”: Understanding women’s use of vaginal hygiene products. Sex Roles. 2018;78:697–709. doi: 10.1007/s11199-017-0824-1. [DOI] [Google Scholar]
- 11.Nicole W. A question for women’s health: Chemicals in feminine hygiene products and personal lubricants. Environ. Health Perspect. 2014;122:A70–A75. doi: 10.1289/ehp.122-A70. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Sabo M.C., Balkus J.E., Richardson B.A., Srinivasan S., Kimani J., Anzala O., Schwebke J., Feidler T.L., Fredricks D.N., McClelland R.S. Association between vaginal washing and vaginal bacterial concentrations. PLoS ONE. 2019;14:e0210825. doi: 10.1371/journal.pone.0210825. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Gajer P., Brotman R.M., Bai G., Sakamoto J., Schütte U.M.E., Zhong X., Koenig S.S.K., Fu L., Ma Z., Zhou X., et al. Temporal Dynamics of the Human Vaginal Microbiota. Sci. Transl. Med. 2012;4:132ra52. doi: 10.1126/scitranslmed.3003605. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Freitas A.C., Hill J.E. Quantification, isolation and characterization of Bifidobacterium from the vaginal microbiomes of reproductive aged women. Anaerobe. 2017;47:145–156. doi: 10.1016/j.anaerobe.2017.05.012. [DOI] [PubMed] [Google Scholar]
- 15.Chaban B., Links M.G., Jayaprakash T.P., Wagner E.C., Bourque D.K., Lohn Z., Albert A.Y., van Schalkwyk J., Reid G., Hemmingsen S.M., et al. Characterization of the vaginal microbiota of healthy Canadian women through the menstrual cycle. Microbiome. 2014;2:23. doi: 10.1186/2049-2618-2-23. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Hyman R.W., Fukushima M., Diamond L., Kumm J., Giudice L.C., Davis R.W. Microbes on the human vaginal epithelium. Proc. Natl. Acad. Sci. USA. 2005;102:7952–7957. doi: 10.1073/pnas.0503236102. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Shipitsyna E., Roos A., Datcu R., Hallén A., Fredlund H., Jensen J.S., Engstrand L., Unemo M. Composition of the vaginal microbiota in women of reproductive age—Sensitive and specific molecular diagnosis of bacterial vaginosis is possible? PLoS ONE. 2013;8:e60670. doi: 10.1371/journal.pone.0060670. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Quast C., Pruesse E., Yilmaz P., Gerken J., Schweer T., Yarza P., Peplies J., Glöckner F.O. The SILVA ribosomal RNA gene database project: Improved data processing and web-based tools. Nucleic Acids Res. 2012;41:D590–D596. doi: 10.1093/nar/gks1219. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Fettweis J.M., Brooks J.P., Serrano M.G., Sheth N.U., Girerd P.H., Edwards D.J., Strauss J.F., Jefferson K.K., Buck G.A., The Vaginal Microbiome Consortium Differences in vaginal microbiome in African American women versus women of European ancestry. Microbiology. 2014;160:2272–2282. doi: 10.1099/mic.0.081034-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Zhou X., Hansmann M.A., Davis C.C., Suzuki H., Brown C.J., Schütte U., Pierson J.D., Forney L.J. The vaginal bacterial communities of Japanese women resemble those of women in other racial groups. FEMS Immunol. Med. Microbiol. 2010;58:169–181. doi: 10.1111/j.1574-695X.2009.00618.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Zhou X., Brown C.J., Abdo Z., Davis C.C., Hansmann M.A., Joyce P., Foster J., Forney L.J. Differences in the composition of vaginal microbial communities found in healthy Caucasian and black women. ISME J. 2007;1:121–133. doi: 10.1038/ismej.2007.12. [DOI] [PubMed] [Google Scholar]
- 22.Xiao B.-B., Liao Q.-P. Analysis of diversity of vaginal microbiota in healthy Chinese women by using DNA-fingerprinting. Beijing Da Xue Xue Bao Yi Xue Ban (J. Peking Univ. Health Sci.) 2012;44:281–287. [PubMed] [Google Scholar]
- 23.David L.A., Maurice C.F., Carmody R.N., Gootenberg D.B., Button J.E., Wolfe B.E., Ling A.V., Devlin A.S., Varma Y., Fischbach M.A., et al. Diet rapidly and reproducibly alters the human gut microbiome. Nature. 2014;505:559–563. doi: 10.1038/nature12820. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Marchesi J.R., Adams D.H., Fava F., Hermes G.D., Hirschfield G.M., Hold G., Quraishi M.N., Kinross J., Smidt H., Tuohy K.M., et al. The gut microbiota and host health: A new clinical frontier. Gut. 2016;65:330–339. doi: 10.1136/gutjnl-2015-309990. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Hills R.D., Jr., Pontefract B.A., Mishcon H.R., Black C.A., Sutton S.C., Theberge C.R. Gut microbiome: Profound implications for diet and disease. Nutrients. 2019;11:1613. doi: 10.3390/nu11071613. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Thoma M.E., Klebanoff M.A., Rovner A.J., Nansel T., Neggers Y., Andrews W.W., Schwebke J.R. Bacterial Vaginosis Is Associated with Variation in Dietary Indices. J. Nutr. 2011;141:1698–1704. doi: 10.3945/jn.111.140541. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Bodnar L.M., Krohn M.A., Simhan H.N. Maternal Vitamin D Deficiency Is Associated with Bacterial Vaginosis in the First Trimester of Pregnancy. J. Nutr. 2009;139:1157–1161. doi: 10.3945/jn.108.103168. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Dunlop A.L., Taylor R.N., Tangpricha V., Fortunato S., Menon R. Maternal Vitamin D, Folate, and Polyunsaturated Fatty Acid Status and Bacterial Vaginosis during Pregnancy. Infect. Dis. Obstet. Gynecol. 2011;2011:216217. doi: 10.1155/2011/216217. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Hensel K.J., Randis T.M., Gelber S.E., Ratner A.J. Pregnancy-specific association of vitamin D deficiency and bacterial vaginosis. Am. J. Obstet. Gynecol. 2011;204:41.e1–41.e9. doi: 10.1016/j.ajog.2010.08.013. [DOI] [PubMed] [Google Scholar]
- 30.Mirmonsef P., Hotton A.L., Gilbert D., Burgad D., Landay A., Weber K.M., Cohen M., Ravel J., Spear G.T. Free Glycogen in Vaginal Fluids Is Associated with Lactobacillus Colonization and Low Vaginal pH. PLoS ONE. 2014;9:e102467. doi: 10.1371/journal.pone.0102467. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Neggers Y.H., Nansel T., Andrews W.W., Schwebke J.R., Yu K.-F., Goldenberg R.L., Klebanoff M.A. Dietary Intake of Selected Nutrients Affects Bacterial Vaginosis in Women. J. Nutr. 2007;137:2128–2133. doi: 10.1093/jn/137.9.2128. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Kairys N., Garg M. StatPearls. StatPearls Publishing LLC.; Treasure Island, FL, USA: 2022. Bacterial Vaginosis. [PubMed] [Google Scholar]
- 33.Mailing L.J., Allen J.M., Buford T.W., Fields C.J., Woods J.A. Exercise and the Gut Microbiome: A Review of the Evidence, Potential Mechanisms, and Implications for Human Health. Exerc. Sport Sci. Rev. 2019;47:75–85. doi: 10.1249/JES.0000000000000183. [DOI] [PubMed] [Google Scholar]
- 34.Song S.D., Acharya K.D., Zhu J.E., Deveney C.M., Walther-Antonio M.R.S., Tetel M.J., Chia N. Daily Vaginal Microbiota Fluctuations Associated with Natural Hormonal Cycle, Contraceptives, Diet, and Exercise. mSphere. 2020;5 doi: 10.1128/mSphere.00593-20. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Williams N. The Borg Rating of Perceived Exertion (RPE) scale. Occup. Med. 2017;67:404–405. doi: 10.1093/occmed/kqx063. [DOI] [Google Scholar]
- 36.Raglan O., MacIntyre D.A., Mitra A., Lee Y.S., Smith A., Assi N., Nautiyal J., Purkayastha S., Gunter M.J., Gabra H., et al. The association between obesity and weight loss after bariatric surgery on the vaginal microbiota. Microbiome. 2021;9:124. doi: 10.1186/s40168-021-01011-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Daubert E., Weber K.M., French A.L., Seidman D., Michel K., Gustafson D., Murphy K., Muzny C.A., Alcaide M., Sheth A., et al. Obesity is associated with lower bacterial vaginosis prevalence in menopausal but not pre-menopausal women in a retrospective analysis of the Women’s Interagency HIV Study. PLoS ONE. 2021;16:e0248136. doi: 10.1371/journal.pone.0248136. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Brookheart R.T., Lewis W.G., Peipert J.F., Lewis A.L., Allsworth J.E. Association between obesity and bacterial vaginosis as assessed by Nugent score. Am. J. Obstet. Gynecol. 2019;220:476.e1–476.e11. doi: 10.1016/j.ajog.2019.01.229. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Amabebe E., Anumba D.O.C. Psychosocial Stress, Cortisol Levels, and Maintenance of Vaginal Health. Front. Endocrinol. 2018;9:568. doi: 10.3389/fendo.2018.00568. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Grammatopoulos D.K., Hillhouse E.W. Role of corticotropin-releasing hormone in onset of labour. Lancet. 1999;354:1546–1549. doi: 10.1016/S0140-6736(99)03418-2. [DOI] [PubMed] [Google Scholar]
- 41.Grammatopoulos D. Placental Corticotrophin-Releasing Hormone and Its Receptors in Human Pregnancy and Labour: Still a Scientific Enigma. J. Neuroendocr. 2008;20:432–438. doi: 10.1111/j.1365-2826.2008.01660.x. [DOI] [PubMed] [Google Scholar]
- 42.Shapiro G.D., Fraser W.D., Frasch M.G., Séguin J.R. Psychosocial stress in pregnancy and preterm birth: Associations and mechanisms. J. Périnat. Med. 2013;41:631–645. doi: 10.1515/jpm-2012-0295. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Culhane J.F., Rauh V., Mccollum K.F., Hogan V.K., Agnew K., Wadhwa P.D. Maternal Stress is Associated with Bacterial Vaginosis in Human Pregnancy. Matern. Child Health J. 2001;5:127–134. doi: 10.1023/A:1011305300690. [DOI] [PubMed] [Google Scholar]
- 44.Nansel T.R., Riggs M.A., Yu K.-F., Andrews W.W., Schwebke J.R., Klebanoff M.A. The association of psychosocial stress and bacterial vaginosis in a longitudinal cohort. Am. J. Obstet. Gynecol. 2006;194:381–386. doi: 10.1016/j.ajog.2005.07.047. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Culhane J.F., Rauh V., McCollum K.F., Elo I.T., Hogan V. Exposure to chronic stress and ethnic differences in rates of bacterial vaginosis among pregnant women. Am. J. Obstet. Gynecol. 2002;187:1272–1276. doi: 10.1067/mob.2002.127311. [DOI] [PubMed] [Google Scholar]
- 46.Brotman R.M., He X., Gajer P., Fadrosh D., Sharma E., Mongodin E.F., Ravel J., Glover E.D., Rath J.M. Association between cigarette smoking and the vaginal microbiota: A pilot study. BMC Infect. Dis. 2014;14:471. doi: 10.1186/1471-2334-14-471. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Cherpes T.L., Hillier S.L., Meyn L.A., Busch J.L., Krohn M.A. A Delicate Balance: Risk Factors for Acquisition of Bacterial Vaginosis Include Sexual Activity, Absence of Hydrogen Peroxide-Producing Lactobacilli, Black Race, and Positive Herpes Simplex Virus Type 2 Serology. Sex. Transm. Dis. 2008;35:78–83. doi: 10.1097/OLQ.0b013e318156a5d0. [DOI] [PubMed] [Google Scholar]
- 48.Bradshaw C.S., Walker S.M., Vodstrcil L.A., Bilardi J.E., Law M., Hocking J.S., Fethers K.A., Fehler G., Petersen S., Tabrizi S.N., et al. The Influence of Behaviors and Relationships on the Vaginal Microbiota of Women and Their Female Partners: The WOW Health Study. J. Infect. Dis. 2013;209:1562–1572. doi: 10.1093/infdis/jit664. [DOI] [PubMed] [Google Scholar]
- 49.Bagaitkar J., DeMuth D.R., Scott D.A. Tobacco use increases susceptibility to bacterial infection. Tob. Induc. Dis. 2008;4:12. doi: 10.1186/1617-9625-4-12. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Lars F., Fåhraeus L., Carlsson B., Jakobsson T., Forsum U. Predisposing factors for bacterial vaginosis, treatment efficacy and pregnancy outcome among term deliveries; results from a preterm delivery study. BMC Women’s Health. 2007;7:20. doi: 10.1186/1472-6874-7-20. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Hellberg D., Nilsson S., Mårdh P.-A. Bacterial vaginosis and smoking. Int. J. STD AIDS. 2000;11:603–606. doi: 10.1258/0956462001916461. [DOI] [PubMed] [Google Scholar]
- 52.Payne M.S., Ireland D.J., Watts R., Nathan E.A., Furfaro L.L., Kemp M.W., Keelan J.A., Newnham J.P. Ureaplasma parvum genotype, combined vaginal colonisation with Candida albicans, and spontaneous preterm birth in an Australian cohort of pregnant women. BMC Pregnancy Childbirth. 2016;16:312. doi: 10.1186/s12884-016-1110-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Westhoff C., Gentile G., Lee J., Zacur H., Helbig D. Predictors of Ovarian Steroid Secretion in Reproductive-Age Women. Am. J. Epidemiol. 1996;144:381–388. doi: 10.1093/oxfordjournals.aje.a008939. [DOI] [PubMed] [Google Scholar]
- 54.Pavlova S.I., Tao L. Induction of vaginal Lactobacillus phages by the cigarette smoke chemical benzo[a]pyrene diol epoxide. Mutat. Res. Toxicol. Environ. Mutagen. 2000;466:57–62. doi: 10.1016/S1383-5718(00)00003-6. [DOI] [PubMed] [Google Scholar]
- 55.Nelson T.M., Borgogna J.C., Michalek R.D., Roberts D.W., Rath J.M., Glover E.D., Ravel J., Shardell M.D., Yeoman C.J., Brotman R.M. Cigarette smoking is associated with an altered vaginal tract metabolomic profile. Sci. Rep. 2018;8:852. doi: 10.1038/s41598-017-14943-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Auriemma R.S., Scairati R., del Vecchio G., Liccardi A., Verde N., Pirchio R., Pivonello R., Ercolini D., Colao A. The Vaginal Microbiome: A Long Urogenital Colonization Throughout Woman Life. Front. Cell. Infect. Microbiol. 2021;11:686167. doi: 10.3389/fcimb.2021.686167. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Barrientos-Durán A., Fuentes-López A., de Salazar A., Plaza-Díaz J., García F. Reviewing the composition of vaginal microbiota: Inclusion of nutrition and probiotic factors in the maintenance of eubiosis. Nutrients. 2020;12:419. doi: 10.3390/nu12020419. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.Brotman R.M., Shardell M.D., Gajer P., Fadrosh D., Chang K., Silver M., Viscidi R.P., Burke A.E., Ravel J., Gravitt P.E. Association between the vaginal microbiota, menopause status, and signs of vulvovaginal atrophy. Menopause. 2014;21:450–458. doi: 10.1097/GME.0b013e3182a4690b. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Muhleisen A.L., Herbst-Kralovetz M.M. Menopause and the vaginal microbiome. Maturitas. 2016;91:42–50. doi: 10.1016/j.maturitas.2016.05.015. [DOI] [PubMed] [Google Scholar]
- 60.Heinemann C., Reid G. Vaginal microbial diversity among postmenopausal women with and without hormone replacement therapy. Can. J. Microbiol. 2005;51:777–781. doi: 10.1139/w05-070. [DOI] [PubMed] [Google Scholar]
- 61.Pabich W.L., Fihn S.D., Stamm W.E., Scholes D., Boyko E., Gupta K. Prevalence and Determinants of Vaginal Flora Alterations in Postmenopausal Women. J. Infect. Dis. 2003;188:1054–1058. doi: 10.1086/378203. [DOI] [PubMed] [Google Scholar]
- 62.Ribeiro A.E., Monteiro N.E.S., De Moraes A.V.G., Costa-Paiva L.H., Pedro A.O. Can the use of probiotics in association with isoflavone improve the symptoms of genitourinary syndrome of menopause? Results from a randomized controlled trial. Menopause. 2018;26:643–652. doi: 10.1097/GME.0000000000001279. [DOI] [PubMed] [Google Scholar]
- 63.Srinivasan S., Liu C., Mitchell C.M., Fiedler T.L., Thomas K.K., Agnew K.J., Marrazzo J., Fredricks D.N. Temporal Variability of Human Vaginal Bacteria and Relationship with Bacterial Vaginosis. PLoS ONE. 2010;5:e10197. doi: 10.1371/journal.pone.0010197. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64.Nunn K.L., Forney L.J. Unraveling the Dynamics of the Human Vaginal Microbiome. Yale J. Biol. Med. 2016;89:331–337. [PMC free article] [PubMed] [Google Scholar]
- 65.Kaur H., Merchant M., Haque M.M., Mande S.S. Crosstalk between Female Gonadal Hormones and Vaginal Microbiota across Various Phases of Women’s Gynecological Lifecycle. Front. Microbiol. 2020;11:551. doi: 10.3389/fmicb.2020.00551. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66.Eschenbach D.A., Thwin S.S., Patton D.L., Hooton T.M., Stapleton A.E., Agnew K., Winter C., Meier A., Stamm W.E. Influence of the Normal Menstrual Cycle on Vaginal Tissue, Discharge, and Microflora. Clin. Infect. Dis. 2000;30:901–907. doi: 10.1086/313818. [DOI] [PubMed] [Google Scholar]
- 67.Cooper D.B., Patel P., Mahdy H. StatPearls. StatPearls Publishing LLC.; Treasure Island, FL, USA: 2022. Oral contraceptive pills. [PubMed] [Google Scholar]
- 68.Ma L., Lv Z., Su J., Wang J., Yan D., Wei J., Pei S. Consistent Condom Use Increases the Colonization of Lactobacillus crispatus in the Vagina. PLoS ONE. 2013;8:e70716. doi: 10.1371/journal.pone.0070716. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 69.Novak J., Ravel J., Ma B., Ferreira C.S.T., Tristão A.D.R., Silva M.G., Marconi C. Characteristics associated with Lactobacillus iners-dominated vaginal microbiota. Sex. Transm. Infect. 2021;98:353–359. doi: 10.1136/sextrans-2020-054824. [DOI] [PubMed] [Google Scholar]
- 70.Shoubnikova M., Hellberg D., Nilsson S., Mårdh P.-A. Contraceptive use in women with bacterial vaginosis. Contraception. 1997;55:355–358. doi: 10.1016/S0010-7824(97)00044-9. [DOI] [PubMed] [Google Scholar]
- 71.Riggs M., Klebanoff M., Nansel T., Zhang J., Schwebke J., Andrews W. Longitudinal Association Between Hormonal Contraceptives and Bacterial Vaginosis in Women of Reproductive Age. Sex. Transm. Dis. 2007;34:954–959. doi: 10.1097/OLQ.0b013e31811ed0e4. [DOI] [PubMed] [Google Scholar]
- 72.Vodstrcil L.A., Hocking J.S., Law M., Walker S., Tabrizi S.N., Fairley C.K., Bradshaw C.S. Hormonal Contraception Is Associated with a Reduced Risk of Bacterial Vaginosis: A Systematic Review and Meta-Analysis. PLoS ONE. 2013;8:e73055. doi: 10.1371/journal.pone.0073055. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 73.Brooks J.P., Edwards D.J., Blithe D.L., Fettweis J.M., Serrano M.G., Sheth N.U., Strauss J.F., Buck G.A., Jefferson K.K. Effects of combined oral contraceptives, depot medroxyprogesterone acetate and the levonorgestrel-releasing intrauterine system on the vaginal microbiome. Contraception. 2016;95:405–413. doi: 10.1016/j.contraception.2016.11.006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 74.Rezk M., Sayyed T., Masood A., Dawood R. Risk of bacterial vaginosis, Trichomonas vaginalis and Candida albicans infection among new users of combined hormonal contraception vs LNG-IUS. Eur. J. Contracept. Reprod. Health Care. 2017;22:344–348. doi: 10.1080/13625187.2017.1365835. [DOI] [PubMed] [Google Scholar]
- 75.Mehta S.D., Zhao D., Green S.J., Agingu W., Otieno F., Bhaumik R., Bhaumik D., Bailey R.C. The microbiome composition of a man’s penis predicts incident bacterial vaginosis in his female sex partner with high accuracy. Front. Cell. Infect. Microbiol. 2020;10:433. doi: 10.3389/fcimb.2020.00433. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 76.Donders G.G.G., Bellen G., Ruban K., Van Bulck B. Short- and long-term influence of the levonorgestrel-releasing intrauterine system (Mirena®) on vaginal microbiota and Candida. J. Med. Microbiol. 2018;67:308–313. doi: 10.1099/jmm.0.000657. [DOI] [PubMed] [Google Scholar]
- 77.Aagaard K., Riehle K., Ma J., Segata N., Mistretta T.-A., Coarfa C., Raza S., Rosenbaum S., Veyver I.V.D., Milosavljevic A., et al. A Metagenomic Approach to Characterization of the Vaginal Microbiome Signature in Pregnancy. PLoS ONE. 2012;7:e36466. doi: 10.1371/journal.pone.0036466. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 78.MacIntyre D.A., Chandiramani M., Lee Y.S., Kindinger L., Smith A., Angelopoulos N., Lehne B., Arulkumaran S., Brown R., Teoh T.G., et al. The vaginal microbiome during pregnancy and the postpartum period in a European population. Sci. Rep. 2015;5:8988. doi: 10.1038/srep08988. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 79.Alhabardi S.M., Edris S., Bahieldin A., Al-Hindi R.R. The composition and stability of the vaginal microbiota of normal pregnant women is different from that of non-pregnant women. Microbiome. 2014;2:4. doi: 10.1186/2049-2618-2-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 80.DiGiulio D.B., Callahan B.J., McMurdie P.J., Costello E.K., Lyell D.J., Robaczewska A., Sun C.L., Goltsman D.S.A., Wong R.J., Shaw G., et al. Temporal and spatial variation of the human microbiota during pregnancy. Proc. Natl. Acad. Sci. USA. 2015;112:11060–11065. doi: 10.1073/pnas.1502875112. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 81.Garcia M.R., Wray A.A. StatPearls. StatPearls Publishing LLC.; Treasure Island, FL, USA: 2022. Sexually transmitted infections. [PubMed] [Google Scholar]
- 82.Bagnall P., Rizzolo D. Bacterial vaginosis: A practical review. JAAPA. 2017;30:15–21. doi: 10.1097/01.JAA.0000526770.60197.fa. [DOI] [PubMed] [Google Scholar]
- 83.Peebles K., Velloza J., Balkus J.E., McClelland R.S., Barnabas R.V. High Global Burden and Costs of Bacterial Vaginosis: A Systematic Review and Meta-Analysis. Sex. Transm. Dis. 2019;46:304–311. doi: 10.1097/OLQ.0000000000000972. [DOI] [PubMed] [Google Scholar]
- 84.Colonna C., Steelman M. StatPearls. StatPearls Publishing LLC.; Treasure Island, FL, USA: 2022. Amsel Criteria. [PubMed] [Google Scholar]
- 85.Amsel R., Totten P.A., Spiegel C.A., Chen K.C., Eschenbach D., Holmes K.K. Nonspecific vaginitis: Diagnostic criteria and microbial and epidemiologic associations. Am. J. Med. 1983;74:14–22. doi: 10.1016/0002-9343(83)91112-9. [DOI] [PubMed] [Google Scholar]
- 86.Nugent R.P., Krohn M.A., Hillier S.L. Reliability of diagnosing bacterial vaginosis is improved by a standardized method of gram stain interpretation. J. Clin. Microbiol. 1991;29:297–301. doi: 10.1128/jcm.29.2.297-301.1991. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 87.Vaneechoutte M. Lactobacillus iners, the unusual suspect. Res. Microbiol. 2017;168:826–836. doi: 10.1016/j.resmic.2017.09.003. [DOI] [PubMed] [Google Scholar]
- 88.Jeanmonod R., Jeanmonod D. StatPearls. StatPearls Publishing LLC.; Treasure Island, FL, USA: 2022. Vaginal Candidiasis. [PubMed] [Google Scholar]
- 89.Gonçalves B., Ferreira C., Alves C.T., Henriques M., Azeredo J., Silva S. Vulvovaginal candidiasis: Epidemiology, microbiology and risk factors. Crit. Rev. Microbiol. 2015;42:905–927. doi: 10.3109/1040841X.2015.1091805. [DOI] [PubMed] [Google Scholar]
- 90.Bono M.J., Reygaert W.C. StatPearls. StatPearls Publishing LLC.; Treasure Island, FL, USA: 2022. Urinary tract infection. [Google Scholar]
- 91.Stapleton A.E. The Vaginal Microbiota and Urinary Tract Infection. Microbiol. Spectr. 2016;4 doi: 10.1128/microbiolspec.UTI-0025-2016. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 92.Cai T. Recurrent uncomplicated urinary tract infections: Definitions and risk factors. GMS Infect. Dis. 2021;9:Doc03. doi: 10.3205/id000072. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 93.Alperin M., Burnett L., Lukacz E., Brubaker L. The mysteries of menopause and urogynecologic health: Clinical and scientific gaps. Menopause. 2019;26:103–111. doi: 10.1097/GME.0000000000001209. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 94.Raz R. Urinary Tract Infection in Postmenopausal Women. Korean J. Urol. 2011;52:801–808. doi: 10.4111/kju.2011.52.12.801. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 95.Brotman R.M. Vaginal microbiome and sexually transmitted infections: An epidemiologic perspective. J. Clin. Investig. 2011;121:4610–4617. doi: 10.1172/JCI57172. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 96.Esber A., Miguel R.D.V., Cherpes T.L., Klebanoff M.A., Gallo M.F., Turner A.N. Risk of Bacterial Vaginosis among Women with Herpes Simplex Virus Type 2 Infection: A Systematic Review and Meta-analysis. J. Infect. Dis. 2015;212:8–17. doi: 10.1093/infdis/jiv017. [DOI] [PubMed] [Google Scholar]
- 97.King C.C., Jamieson D.J., Wiener J., Cu-Uvin S., Klein R.S., Rompalo A.M., Shah K.V., Sobel J.D. Bacterial Vaginosis and the Natural History of Human Papillomavirus. Infect. Dis. Obstet. Gynecol. 2011;2011:319460. doi: 10.1155/2011/319460. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 98.Cherpes T.L., Meyn L.A., Krohn M.A., Lurie J.G., Hillier S.L. Association between Acquisition of Herpes Simplex Virus Type 2 in Women and Bacterial Vaginosis. Clin. Infect. Dis. 2003;37:319–325. doi: 10.1086/375819. [DOI] [PubMed] [Google Scholar]
- 99.Brotman R.M., Shardell M.D., Gajer P., Tracy J.K., Zenilman J.M., Ravel J., Gravitt P.E. Interplay between the Temporal Dynamics of the Vaginal Microbiota and Human Papillomavirus Detection. J. Infect. Dis. 2014;210:1723–1733. doi: 10.1093/infdis/jiu330. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 100.Lee J.E., Lee S., Lee H., Song Y.-M., Lee K., Han M.J., Sung J., Ko G. Association of the Vaginal Microbiota with Human Papillomavirus Infection in a Korean Twin Cohort. PLoS ONE. 2013;8:e63514. doi: 10.1371/journal.pone.0063514. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 101.Atashili J., Poole C., Ndumbe P.M., Adimora A.A., Smith J.S. Bacterial vaginosis and HIV acquisition: A meta-analysis of published studies. Aids. 2008;22:1493–1501. doi: 10.1097/QAD.0b013e3283021a37. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 102.Brotman R.M., Klebanoff M.A., Nansel T., Yu K.F., Andrews W.W., Zhang J., Schwebke J.R. Bacterial Vaginosis Assessed by Gram Stain and Diminished Colonization Resistance to Incident Gonococcal, Chlamydial, and Trichomonal Genital Infection. J. Infect. Dis. 2010;202:1907–1915. doi: 10.1086/657320. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 103.Borgdorff H., Tsivtsivadze E., Verhelst R., Marzorati M., Jurriaans S., Ndayisaba G.F., Schuren F.H., Van De Wijgert J.H.H.M. Lactobacillus-dominated cervicovaginal microbiota associated with reduced HIV/STI prevalence and genital HIV viral load in African women. ISME J. 2014;8:1781–1793. doi: 10.1038/ismej.2014.26. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 104.Curry A., Williams T., Penny M.L. Pelvic Inflammatory Disease: Diagnosis, Management, and Prevention. Am. Fam. Physician. 2019;100:357–364. [PubMed] [Google Scholar]
- 105.Mohseni M., Sung S., Takov V. StatPearls. StatPearls Publishing LLC.; Treasure Island, FL, USA: 2022. Chlamydia. [Google Scholar]
- 106.Ness R.B., Kip K.E., Hillier S.L., Soper D.E., Stamm C.A., Sweet R.L., Rice P., Richter H.E. A Cluster Analysis of Bacterial Vaginosis–associated Microflora and Pelvic Inflammatory Disease. Am. J. Epidemiol. 2005;162:585–590. doi: 10.1093/aje/kwi243. [DOI] [PubMed] [Google Scholar]
- 107.Jennings L.K., Krywko D.M. StatPearls. StatPearls Publishing LLC.; Treasure Island, FL, USA: 2022. Pelvic Inflammatory Disease. [PubMed] [Google Scholar]
- 108.Brunham R.C., Gottlieb S.L., Paavonen J. Pelvic Inflammatory Disease. N. Engl. J. Med. 2015;372:2039–2048. doi: 10.1056/NEJMra1411426. [DOI] [PubMed] [Google Scholar]
- 109.Ness R.B., Hillier S.L., Kip K.E., Soper D.E., Stamm C.A., McGregor J.A., Bass D.C., Sweet R.L., Rice P., Richter H.E. Bacterial Vaginosis and Risk of Pelvic Inflammatory Disease. Obstet. Gynecol. 2004;104:761–769. doi: 10.1097/01.AOG.0000139512.37582.17. [DOI] [PubMed] [Google Scholar]
- 110.Haggerty C.L., Totten P.A., Tang G., Astete S.G., Ferris M.J., Norori J., Bass D.C., Martin D.H., Taylor B., Ness R.B. Identification of novel microbes associated with pelvic inflammatory disease and infertility. Sex. Transm. Infect. 2016;92:441–446. doi: 10.1136/sextrans-2015-052285. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 111.Haggerty C.L., Ness R.B., Totten P.A., Farooq F., Tang G., Ko D., Hou X., Fiedler T.L., Srinivasan S., Astete S.G., et al. Presence and Concentrations of Select Bacterial Vaginosis-Associated Bacteria Are Associated with Increased Risk of Pelvic Inflammatory Disease. Sex. Transm. Dis. 2020;47:344–346. doi: 10.1097/OLQ.0000000000001164. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 112.Taylor B.D., Darville T., Haggerty C.L. Does bacterial vaginosis cause pelvic inflammatory disease? Sex Transm. Dis. 2013;40:117–122. doi: 10.1097/OLQ.0b013e31827c5a5b. [DOI] [PubMed] [Google Scholar]
- 113.Ravel J., Moreno I., Simón C. Bacterial vaginosis and its association with infertility, endometritis, and pelvic inflammatory disease. Am. J. Obstet. Gynecol. 2020;224:251–257. doi: 10.1016/j.ajog.2020.10.019. [DOI] [PubMed] [Google Scholar]
- 114.Shannon C.L., Klausner J.D. The growing epidemic of sexually transmitted infections in adolescents: A neglected population. Curr. Opin. Pediatr. 2018;30:137–143. doi: 10.1097/MOP.0000000000000578. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 115.Fettweis J.M., Serrano M.G., Brooks J.P., Edwards D.J., Girerd P.H., Parikh H.I., Huang B., Arodz T.J., Edupuganti L., Glascock A.L., et al. The vaginal microbiome and preterm birth. Nat. Med. 2019;25:1012–1021. doi: 10.1038/s41591-019-0450-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 116.Payne M.S., Newnham J.P., Doherty D.A., Furfaro L.L., Pendal N.L., Loh D.E., Keelan J.A. A specific bacterial DNA signature in the vagina of Australian women in midpregnancy predicts high risk of spontaneous preterm birth (the Predict1000 study) Am. J. Obstet. Gynecol. 2021;224:206.e1–206.e23. doi: 10.1016/j.ajog.2021.02.004. [DOI] [PubMed] [Google Scholar]
- 117.Stinson L.F., Payne M.S. Infection-mediated preterm birth: Bacterial origins and avenues for intervention. Aust. N. Z. J. Obstet. Gynaecol. 2019;59:781–790. doi: 10.1111/ajo.13078. [DOI] [PubMed] [Google Scholar]
- 118.Elovitz M.A., Gajer P., Riis V., Brown A.G., Humphrys M.S., Holm J.B., Ravel J. Cervicovaginal microbiota and local immune response modulate the risk of spontaneous preterm delivery. Nat. Commun. 2019;10:1305. doi: 10.1038/s41467-019-09285-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 119.Leitich H., Bodner-Adler B., Brunbauer M., Kaider A., Egarter C., Husslein P. Bacterial vaginosis as a risk factor for preterm delivery: A meta-analysis. Am. J. Obstet. Gynecol. 2003;189:139–147. doi: 10.1067/mob.2003.339. [DOI] [PubMed] [Google Scholar]
- 120.Sun S., Serrano M.G., Fettweis J.M., Basta P., Rosen E., Ludwig K., Sorgen A.A., Blakley I.C., Wu M.C., Dole N., et al. Race, the vaginal Microbiome, and spontaneous preterm birth. mSystems. 2022;7:e0001722. doi: 10.1128/msystems.00017-22. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 121.Lamont R.F. Advances in the Prevention of Infection-Related Preterm Birth. Front. Immunol. 2015;6:566. doi: 10.3389/fimmu.2015.00566. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 122.Petricevic L., Domig K.J., Nierscher F.J., Sandhofer M.J., Fidesser M., Krondorfer I., Husslein P., Kneifel W., Kiss H. Characterisation of the vaginal Lactobacillus microbiota associated with preterm delivery. Sci. Rep. 2014;4:5136. doi: 10.1038/srep05136. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 123.Chu D.M., Seferovic M., Pace R.M., Aagaard K.M. The microbiome in preterm birth. Best Pract. Res. Clin. Obstet. Gynaecol. 2018;52:103–113. doi: 10.1016/j.bpobgyn.2018.03.006. [DOI] [PubMed] [Google Scholar]
- 124.Bayar E., Bennett P.R., Chan D., Sykes L., MacIntyre D.A. The pregnancy microbiome and preterm birth. Semin. Immunopathol. 2020;42:487–499. doi: 10.1007/s00281-020-00817-w. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 125.Fox C., Eichelberger K. Maternal microbiome and pregnancy outcomes. Fertil. Steril. 2015;104:1358–1363. doi: 10.1016/j.fertnstert.2015.09.037. [DOI] [PubMed] [Google Scholar]
- 126.Gudnadottir U., Debelius J.W., Du J., Hugerth L.W., Danielsson H., Schuppe-Koistinen I., Fransson E., Brusselaers N. The vaginal microbiome and the risk of preterm birth: A systematic review and network meta-analysis. Sci. Rep. 2022;12:7926. doi: 10.1038/s41598-022-12007-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 127.Lokken E.M., Manhart L.E., Kinuthia J., Hughes J.P., Jisuvei C., Mwinyikai K., Muller C.H., Mandaliya K., Jaoko W., McClelland R.S. Association between bacterial vaginosis and fecundability in Kenyan women planning pregnancies: A prospective preconception cohort study. Hum. Reprod. 2021;36:1279–1287. doi: 10.1093/humrep/deab002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 128.Koedooder R., Singer M., Schoenmakers S., Savelkoul P.H.M., Morré S.A., de Jonge J.D., Poort L., Cuypers W.J.S.S., Beckers N.G.M., Broekmans F.J.M., et al. The vaginal microbiome as a predictor for outcome of in vitro fertilization with or without intracytoplasmic sperm injection: A prospective study. Hum. Reprod. 2019;34:1042–1054. doi: 10.1093/humrep/dez065. [DOI] [PubMed] [Google Scholar]
- 129.Haahr T., Jensen J., Thomsen L., Duus L., Rygaard K., Humaidan P. Abnormal vaginal microbiota may be associated with poor reproductive outcomes: A prospective study in IVF patients. Hum. Reprod. 2016;31:795–803. doi: 10.1093/humrep/dew026. [DOI] [PubMed] [Google Scholar]
- 130.Vitale S.G., Ferrari F., Ciebiera M., Zgliczyńska M., Rapisarda A.M.C., Vecchio G.M., Pino A., Angelico G., Knafel A., Riemma G., et al. The role of genital tract microbiome in fertility: A systematic review. Int. J. Mol. Sci. 2021;23:180. doi: 10.3390/ijms23010180. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 131.Bernabeu A., Lledo B., Díaz M.C., Lozano F.M., Ruiz V., Fuentes A., Lopez-Pineda A., Moliner B., Castillo J.C., Ortiz J.A., et al. Effect of the vaginal microbiome on the pregnancy rate in women receiving assisted reproductive treatment. J. Assist. Reprod. Genet. 2019;36:2111–2119. doi: 10.1007/s10815-019-01564-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 132.Hull T., Hilber A.M., Chersich M.F., Bagnol B., Prohmmo A., Smit J.A., Widyantoro N., Utomo I.D., François I., Tumwesigye N.M., et al. Prevalence, Motivations, and Adverse Effects of Vaginal Practices in Africa and Asia: Findings from a Multicountry Household Survey. J. Women’s Health. 2011;20:1097–1109. doi: 10.1089/jwh.2010.2281. [DOI] [PubMed] [Google Scholar]
- 133.Luo L., Xu J., Wang G.-X., Ding G.-W., Wang N., Wang H.-B. Vaginal douching and association with sexually transmitted infections among female sex workers in a prefecture of Yunnan Province, China. Int. J. STD AIDS. 2016;27:560–567. doi: 10.1177/0956462415589044. [DOI] [PubMed] [Google Scholar]
- 134.Hilber A.M., Francis S.C., Chersich M., Scott P., Redmond S., Bender N., Miotti P., Temmerman M., Low N. Intravaginal Practices, Vaginal Infections and HIV Acquisition: Systematic Review and Meta-Analysis. PLoS ONE. 2010;5:e9119. doi: 10.1371/journal.pone.0009119. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 135.Tsai C., Shepherd B.E., Vermund S.H. Does douching increase risk for sexually transmitted infections? A prospective study in high-risk adolescents. Am. J. Obstet. Gynecol. 2009;200:38.e1–38.e8. doi: 10.1016/j.ajog.2008.06.026. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 136.Klebanoff M.A., Nansel T., Brotman R., Zhang J., Yu K.-F., Schwebke J.R., Andrews W.W. Personal Hygienic Behaviors and Bacterial Vaginosis. Sex. Transm. Dis. 2010;37:94–99. doi: 10.1097/OLQ.0b013e3181bc063c. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 137.Ranjit E., Raghubanshi B.R., Maskey S., Parajuli P. Prevalence of Bacterial Vaginosis and Its Association with Risk Factors among Nonpregnant Women: A Hospital Based Study. Int. J. Microbiol. 2018;2018:8349601. doi: 10.1155/2018/8349601. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 138.Ness R.B.M., Hillier S.L., Richter H.E.P., Soper D.E., Stamm C., McGregor J., Bass D.C.M., Sweet R.L., Rice P. Douching in Relation to Bacterial Vaginosis, Lactobacilli, and Facultative Bacteria in the Vagina. Obstet. Gynecol. 2002;100:765–772. doi: 10.1097/00006250-200210000-00025. [DOI] [PubMed] [Google Scholar]
- 139.Brotman R.M., Klebanoff M.A., Nansel T., Andrews W.W., Schwebke J.R., Zhang J., Yu K.F., Zenilman J.M., Scharfstein D.O. A Longitudinal Study of Vaginal Douching and Bacterial Vaginosis—A Marginal Structural Modeling Analysis. Am. J. Epidemiol. 2008;168:188–196. doi: 10.1093/aje/kwn103. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 140.Zhang J., Thomas A.G., Leybovich E. Vaginal douching and adverse health effects: A meta-analysis. Am. J. Public Health. 1997;87:1207–1211. doi: 10.2105/AJPH.87.7.1207. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 141.Scholes D., Daling J.R., Stergachis A., Weiss N.S., Wang S.P., Grayston J.T. Vaginal douching as a risk factor for acute pelvic inflammatory disease. Obstet. Gynecol. 1993;81:601–606. [PubMed] [Google Scholar]
- 142.Shaaban O.M., Youssef A.E.A., Khodry M.M., Mostafa S.A. Vaginal douching by women with vulvovaginitis and relation to reproductive health hazards. BMC Women’s Health. 2013;13:23. doi: 10.1186/1472-6874-13-23. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 143.Misra D.P., Trabert B. Vaginal douching and risk of preterm birth among African American women. Am. J. Obstet. Gynecol. 2007;196:140.e1–140.e8. doi: 10.1016/j.ajog.2006.10.880. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 144.Thorp J.M., Dole N., Herring A.H., McDonald T.L., Eucker B., Savitz D.A., Kaczor D. Alteration in vaginal microflora, douching prior to pregnancy, and preterm birth. Paediatr. Périnat. Epidemiol. 2008;22:530–537. doi: 10.1111/j.1365-3016.2008.00970.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 145.Baird D.D., Weinberg C.R., Voigt L.F., Daling J.R. Vaginal douching and reduced fertility. Am. J. Public Health. 1996;86:844–850. doi: 10.2105/AJPH.86.6.844. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 146.Martino J.L., Vermund S.H. Vaginal douching: Evidence for risks or benefits to women’s health. Epidemiol. Rev. 2002;24:109–124. doi: 10.1093/epirev/mxf004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 147.Rael C.T., Das D., Bauermeister J., Lentz C., Carballo-Diéguez A., Giguere R., Scott R.K., Hendrix C.W. Understanding Women’s Vaginal Douching Behaviors and Practices for Consideration in the Development of a Potential Future Vaginal Microbicide Douche for HIV Prevention: A Systematic Review of the Literature. AIDS Behav. 2021;25:2992–3010. doi: 10.1007/s10461-021-03290-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 148.Luong M.L., Libman M., Dahhou M., Chen M.F., Kahn S.R., Goulet L., Séguin L., Lydon J., McNamara H., Platt R.W., et al. Vaginal douching, bacterial vaginosis, and spontaneous preterm birth. J. Obstet. Gynaecol. Can. 2010;32:313–320. doi: 10.1016/S1701-2163(16)34474-7. [DOI] [PubMed] [Google Scholar]
- 149.Masese L., McClelland R.S., Gitau R., Wanje G., Shafi J., Kashonga F., Ndinya-Achola J.O., Lester R., Richardson B.A., Kurth A. A pilot study of the feasibility of a vaginal washing cessation intervention among Kenyan female sex workers. Sex. Transm. Infect. 2013;89:217–222. doi: 10.1136/sextrans-2012-050564. [DOI] [PubMed] [Google Scholar]
- 150.Esber A., Rao N., Norris A., Reese P.C., Kandodo J., Nampandeni P., Jumbe E., Turner A.N. Intravaginal Practices and Prevalence of Sexual and Reproductive Tract Infections among Women in Rural Malawi. Sex. Transm. Dis. 2016;43:750–755. doi: 10.1097/OLQ.0000000000000531. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 151.Brotman R.M., Ravel J., Cone R.A., Zenilman J.M. Rapid fluctuation of the vaginal microbiota measured by Gram stain analysis. Sex. Transm. Infect. 2010;86:297–302. doi: 10.1136/sti.2009.040592. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 152.Lokken E.M., Richardson B.A., Kinuthia J., Mwinyikai K., Abdalla A., Jaoko W., Mandaliya K., Shafi J., Scott McClelland R. A Prospective Cohort Study of the Association Between Body Mass Index and Incident Bacterial Vaginosis. Sex. Transm. Dis. 2019;46:31–36. doi: 10.1097/OLQ.0000000000000905. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 153.Baeten J.M., Hassan W.M., Chohan V., Richardson B.A., Mandaliya K., Ndinya-Achola J.O., Jaoko W., McClelland R.S. Prospective study of correlates of vaginal Lactobacillus colonisation among high-risk HIV-1 seronegative women. Sex. Transm. Infect. 2009;85:348–353. doi: 10.1136/sti.2008.035451. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 154.Fonck K., Kaul R., Keli F., Bwayo J.J., Ngugi E.N., Moses S., Temmerman M. Sexually transmitted infections and vaginal douching in a population of female sex workers in Nairobi, Kenya. Sex. Transm. Infect. 2001;77:271–275. doi: 10.1136/sti.77.4.271. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 155.Turpin R., Tuddenham S., He X., Klebanoff M.A., Ghanem K.G., Brotman R.M. Bacterial Vaginosis and Behavioral Factors Associated With Incident Pelvic Inflammatory Disease in the Longitudinal Study of Vaginal Flora. J. Infect. Dis. 2021;224:S137–S144. doi: 10.1093/infdis/jiab103. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 156.Fashemi B., Delaney M.L., Onderdonk A.B., Fichorova R.N. Effects of feminine hygiene products on the vaginal mucosal biome. Microb. Ecol. Health Dis. 2013;24 doi: 10.3402/mehd.v24i0.19703. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
No new data were created during the formulation of this review.