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A cross-sectional study on pelvic floor symptoms in women living with Female Genital Mutilation/Cutting

Abstract

Background

Female Genital Mutilation/Cutting (FGM/C) concerns over 200 million women and girls worldwide and is associated with obstetric trauma and long-term urogynaecological and psychosexual complications that are often under-investigated and undertreated. The aim of this study was to assess the pelvic floor distress and the impact of pelvic floor and psychosexual symptoms among migrant women with different types of FGM/C.

Methods

This cross-sectional study was conducted between April 2016 and January 2019 at the Division of Gynaecology of the Geneva University Hospitals. The participants were interviewed on socio-demographic and background information, underwent a systematic gynaecological examination to assess the presence and type of FGM/C and eventual Pelvic Organ Prolapse (POP), and completed six validated questionnaires on pelvic floor and psychosexual symptoms (PFDI-20 and PFIQ7 on pelvic floor distress and impact, FISI and WCS on faecal incontinence and constipation, PISQ-IR and FGSIS on sexual function and genital self-image). The participants’ scores were compared with scores of uncut women available from the literature. The association between selected variables and higher scores for distress and impact of pelvic floor symptoms was assessed using univariate and multivariable linear regression models.

Results

124 women with a mean age of 31.5 (± 7.5), mostly with a normal BMI, and with no significant POP were included. PFDI-20 and PFIQ-7 mean (± SD) scores were of 49.5 (± 52.0) and 40.7 (± 53.6) respectively. In comparison with the available literature, the participants’ scores were lower than those of uncut women with pelvic floor dysfunction but higher than those of uncut women without such disorders. Past violent events other than FGM/C and forced or arranged marriage, age at FGM/C of more than 10, a period of staying in Switzerland of less than 6 months, and nulliparity were significantly associated with higher scores for distress and impact of pelvic floor symptoms, independently of known risk factors such as age, weight, ongoing pregnancy and history of episiotomy.

Conclusions

Women with various types of FGM/C, without POP, can suffer from pelvic floor symptoms responsible for distress and impact on their daily life.

Trial registration. The study protocol was approved by the Swiss Ethics Committee on research involving humans (protocol n°15-224).

Peer Review reports

Plain English summary

Female Genital Mutilation/Cutting (FGM/C) involves any injury to the female genital organs for non-medical reasons and concerns over 200 million women and girls worldwide. It is associated with obstetric trauma and long-term pelvic floor and psychosexual complications that are often under-investigated and undertreated. The main objective of this study was to assess the pelvic floor distress and impact of symptoms among migrant women with different types of FGM/C using validated questionnaires available from the literature (PFDI-20 and PFIQ7 on pelvic floor distress and impact, FISI and WCS on faecal incontinence and constipation, PISQ-IR and FGSIS on sexual function and genital self-image). We compared our participants’ scores with scores from the available literature. We assessed the association between known risk factors, FGM/C and higher scores for pelvic floor symptoms’ distress and impact. Our results showed that women with various types of FGM/C can suffer from pelvic floor symptoms responsible for distress and impact on their daily life, independently of known risk factors such as age, weight, ongoing pregnancy or history of episiotomy. Past violent events other than FGM/C and forced or arranged marriage, age at FGM/C of more than 10, a period of staying in Switzerland of less than 6 months, and nulliparity were significantly associated with higher scores for distress and impact of pelvic floor symptoms. We believe that our paper can improve healthcare professionals’ knowledge in screening, recognizing, recording and treating urogynaecological, colorectal-anal, and psychosexual disorders in women living with FGM/C.

Background

Female Genital Mutilation/Cutting (FMG/C) involves any injury to the female genital organs for non-medical reasons [1]. FGM/C is classified into four types: the cutting of the clitoral hood with or without the clitoral glans (type I); the excision of the labia with or without the clitoral glans (type II); the narrowing of the vaginal orifice by apposition of the labia, with or without excision of the labia and/or the clitoral glans (type III, infibulation); and all other harmful procedures such as pricking, piercing, or cauterization (type IV) [2].

FGM/C is practiced in more than 30 countries and concerns over 200 million women and girls [3], with a prevalence from 1% in Uganda to 98% in Somalia [4]. It is mainly carried out before the age of 15 [3] as a rite of passage to adulthood and marriage [5] and believed to ensure premarital virginity, marital fidelity and clean, pure and beautiful genitals [6]. There is great variability in the types of FGM/C and associated beliefs within and between countries [3]. With migration, FGM/C also exists in high income countries, with over 500,000 women and girls both in Europe and the U.S. [7, 8], and 22,400 in Switzerland [9].

FGM/C can cause long term urogynaecological, psychosexual and obstetrical complications [1, 10, 11]. However, the available literature on such complications mostly consists in retrospective studies, reviews or surveys, without a systematic gynaecological examination of the participants and often without validated questionnaires [12]. Urogynaecological complications are mostly associated with infibulation, which creates an obstacle to urinary and blood flow, causing recurrent urogenital tract infections, dysuria, overactive bladder with urinary incontinence, obstructed micturition, dysmenorrhea, and infertility [1, 11, 13, 14]. Psychosexual complications include spontaneous or provoked vulvar pain, genito-pelvic pain or penetration disorder, depression, anxiety and post-traumatic stress disorder (PTSD) [1, 15]. Negative obstetric outcomes involve increased risks of assisted delivery, episiotomy, severe perineal tears and post-partum haemorrhage [1, 10, 16]. Healthcare professionals often lack knowledge and experience to screen and manage FGM/C complications [17]. In addition, women and girls with FGM/C might not spontaneously mention their cutting or symptoms because of shame or fear [18], or because they are unaware of a potential link between FGM/C and their symptoms [18,19,20].

The main objective of our study was to investigate the impact and distress of pelvic floor and psychosexual symptoms in a population of women with different types of FGM/C using validated questionnaires available from the literature. Our secondary objectives were: to compare the participants’ scores with the scores reported in the literature among uncut women both with and without pelvic floor dysfunction (PFD); to assess the association between possible risk factors and higher scores for distress and impact of pelvic floor symptoms in women with FGM/C.

Methods

This cross-sectional study was conducted between April 1, 2016 and January 31, 2019 at the FGM/C outpatient clinic of the Geneva University Hospitals. We included all women with FGM/C who were at least 18, spoke French, English or were accompanied by a certified female interpreter, were not taking hormonal therapy, and did not have a history of hysterectomy.

The study protocol was approved by the Swiss Ethics Committee on research involving humans (protocol n°15-224).

The participants were recruited at the clinic, a few through snowball sampling. Women taking part to the study were encouraged to tell friends about the study and provide our contact details in order for us to be contacted by those who were interested in participating. Prior to the interview, the participants received full information about the study, signed an informed consent, and underwent a gynaecological examination to assess the presence and type of FGM/C as well as eventual Pelvic Organ Prolapse (POP). The gynecological examination was performed before administering the questionnaires to assess the presence of FGM/C. Some eligible women might have been unsure about their history of cutting, for instance if they had undergone FGM/C as a newborn and had no memories of it.

Data collection instruments were administered by three of the investigators (JA, MU, AB) in French, English or with the assistance of a certified female interpreter. The certified interpreters translating the questionnaires were 9, including Somali (1), Arab (1), Amharic (2), Tigrinya (4) and Bambara (1). Our interpreters translate at our clinic in about 30% of the consultations, are routinely involved in research projects among our patients and are trained in the topic of FGM/C. For the three questionnaires validated in English only, the three investigators administered the questionnaires translating English into French consistently.

The investigators administered a questionnaire about sociodemographic and background information and six questionnaires on pelvic floor and psychosexual symptoms and disorders. Since no questionnaires exist for assessing pelvic floor symptoms among women with FGM/C, we used the following existing questionnaires validated among uncut women with and without PFD:

  1. (1)

    Pelvic Floor Distress Inventory short-form (PFDI-20) [21, 22], validated in English and French, assesses the distress of pelvic floor symptoms. It has 46 questions separated into 3 scales: Urinary Distress Inventory (UDI-6), Pelvic Organ Prolapse Distress Inventory (POPDI-8), and ColoRectal-Anal Distress Inventory (CRADI-6). Each scale is scored from 0 to 100, the total score ranges from 0 to 300. Higher scores indicate greater distress of pelvic floor symptoms.

  2. (2)

    Pelvic Floor Impact Questionnaire short-form (PFIQ-7) [21, 22], validated in English and French, estimates the impact of pelvic floor symptoms. It has 31 questions separated into 3 scales: Urinary Impact Questionnaire (UIQ-7), Pelvic Organ Prolapse Impact Questionnaire (POPIQ-7), and ColoRectal-Anal Impact Questionnaire (CRAIQ-7). Each scale is scored from 0 to 100, the total score ranges from 0 to 300. Higher scores indicate greater impact of pelvic floor symptoms on daily life activities.

  3. (3)

    Pelvic organ prolapse Incontinence Sexual Questionnaire—IUGA Revised (PISQ-IR) [23,24,25,26], validated in English and French, assesses sexual function and quality in sexually active and inactive women. Sexually Active (SA) questionnaire has 15 questions separated into 6 scales: Arousal and Orgasm (AO), Partner-Related impact on activity (PR), Condition-Specific impact on activity (CS), Condition-specific Impact on quality (CI), Desire (D), and Global Quality (GQ). Non-Sexually Active (NSA) questionnaire has 6 questions separated into 4 scales: Condition-Specific impact on inactivity (CS), Partner-Related impact on inactivity (PR), Condition-specific Impact on quality (CI), and Global Quality (GQ). The scores for each scale are calculated through a Microsoft Excel file provided by the International UroGynaecological Association (IUGA). Higher scores indicate better sexual function.

  4. (4)

    Fecal Incontinence Severity Index (FISI) [27], validated in English, quantifies four types of leakage (gas, mucus, liquid stool, and solid stool) depending on frequency. The total score ranges from 0 to 61. Higher scores indicate greater faecal incontinence.

  5. (5)

    Wexner’s constipation scoring system (WCS) [28], validated in English, assesses constipation severity. It has 8 questions scored from 0 to 4. The total score ranges from 0 to 30. Higher scores indicate greater constipation.

  6. (6)

    Female Genital Self-Image Scale (FGSIS) [29, 30], validated in English, assesses the women’s genital self-image. It has 7 questions scored from 1 to 4. The total score ranges from 7 to 28. Higher scores indicate better genital self-image.

With a total sample size of 124 participants, we were able to describe the questionnaires’ mean scores with a standardized width of the 95% confidence interval of 0.35 [31].

The data were manually entered in an EpiData (software version 4.4.3.1) file and double-checked by two investigators (AB, MU). Statistical analysis was performed using Stata SE (software version 15.0).

We described sociodemographic and background information as numbers and percentages, the questionnaires’ scores as means with standard deviation. We reported our participants’ scores together with those of uncut women both with and without PFD (urinary incontinence and/or POP and/or faecal incontinence) found in the available literature [21, 23, 28, 30, 32,33,34].

We compared scores and sub-scores of women with FGM/C type III and those of women with FGM/C types I and II. We also compared non-infibulated (FGM/C types I, II, III previously defibulated) and infibulated (FGM/C type III with no previous defibulation or with previous defibulation and reinfibulation) women. Due to small numbers, we used non-parametric Kruskal–Wallis tests.

We explored the association between selected variables and higher scores for pelvic floor symptoms’ distress and impact using univariate and multivariable linear regression models. Variables were selected based on their clinical and literature relevance as risk factors for pelvic floor symptoms. For multivariable models, a backward stepwise method was used to select the variables. Our method of selection was based on our objective to identify risk factors for pelvic floor symptoms in women with FGM/C. Our hypothesis was that type of FGM/C, age at FGM/C, and past violent events other than FGM/C and forced or arranged marriage, could be significantly associated with more severe urogyneocological, colorectal-anal and psychosexual symptoms among the participants, independently of known risk factors such as age, weight, parity, ongoing pregnancy, and history of episiotomy. We tested the association between potentially collinear variables, such as type of FGM/C and age at FGM/C, then verified that the addition of one did not change the association between the other and the outcome scores and kept both in multivariable models. We verified the assumption that residuals were normally distributed (visual inspection). We reported the estimated marginal mean of the different outcome scores with their 95% confidence intervals (95% CI) for each independent variable and the associated p-value for each category of the variables compared to the reference category. Significance was set at a p-value < 0.05.

Results

One hundred forty-five women accepted to participate. Twenty-one were excluded as they did not return the questionnaires, refused to undergo gynaecological examination, or had exclusion criteria. One woman with FGM/C type IV, a pricking of clitoral hood without visible scar, was also excluded. A total of 124 women were included.

The participants were averagely 31.5 ± 7.5 and had a mostly normal or overweight Body Mass Index (BMI), with a mean of 24.55 ± 5.37 kg/m2. Most had FGM/C type III (n = 74, 59.7%) or type II (n = 41, 33.1%). POP was present in only 2 women (1.6%) and was non-significant (POP-Q stage ≤ 2, above the hymen) (Table 1, Additional file 1: Tables 1 and 2).

Table 1 Sociodemographic and background information

Our study population showed a PFDI-20 mean score of 49.5 ± 52.0 and a PFIQ-7 mean score of 40.7 ± 53.6. In comparison with the literature, our scores and sub-scores were lower than those of women with PFD (PFDI-20 > 90, PFIQ-7 > 60) but higher than those of women without PFD (PFDI-20 < 30, PFIQ-7 < 15) of previous studies in Dutch and South African populations (Table 2) [21, 32, 33].

Table 2 PFDI-201 and PFIQ-75 mean scores of our sample and from the literature [21, 32, 33]

Our study population showed PISQ-IR scores similar to those of American and British uncut women with PFD, though non-sexually active participants (n = 37, 30.1%) had lower mean CS (Condition Specific impact on activity) and CI (Condition-specific Impact on quality) sub-scores than uncut non-sexually active women with PFD (Table 3) [23]. The FGSIS mean score was 20.9 ± 5.7, similar to the score of a healthy American population (21.3 ± 4.3) (Table 4) [30].

Table 3 PISQ-IR 1 mean scores of our sample and from the literature[23]
Table 4 FGSIS1 mean scores of our sample and from the literature [30]

The participants’ FISI mean score was 2.1 ± 6.3, much lower than 38.6 ± 10.7 among uncut women with symptoms of FI and 23.2 ± 15.0 among the general population in the Netherlands (Additional file 1: Table 3) [34]. The participants often complained of constipation during recruitment and interviews, yet the WCS mean score was of 7.4 ± 5.9. The cut-off being set at 15 [28], only 13 women (10.5%) showed pathological scores, with a mean of 18.5 ± 2.8 (Additional file 1: Table 3).

We compared the scores and sub-scores of women with FGM/C type III and those of women with FGM/C types I and II (Additional file 1: Table 4). We also compared non-infibulated (types I, II, III previously defibulated) and infibulated (type III with no previous defibulation or with previous defibulation and reinfibulation) women (Additional file 1: Table 5). The PFDI-20 and PFIQ-7 mean scores and sub-scores were higher among women with FGM/C type III as well as among still infibulated women; however, the differences were not statistically significant. The PISQ-IR, FISI, WCS and FGSIS mean scores were similar in the two groups compared in each case.

We analysed the PFDI-20, UDI-6 and PFIQ-7 scores as a function of variables of interest through a univariate model (Table 5). Women who reported past violent events other than FGM/C and arranged or forced marriage had significantly higher scores in all three scales. Women who were more than 10 at the time of FGM/C, women who had spent less than 6 months in Switzerland, and nulliparous women had significantly higher PFIQ-7 scores. Women older than 35 and overweight women had significantly higher PFDI-20 and UDI-6 scores. Pregnant women had significantly higher UDI-6 scores.

Table 5 Univariate models assessing association between selected variables and PFDI-201, UDI-62, PFIQ-73 scores

We assessed the association between the variables of interest and the PFDI-20, UDI-6 and PFIQ-7 scores through a multivariable model (Table 6). Past violent events were significantly associated with higher PFDI-20 and PFIQ-7 scores, whereas a period of staying in Switzerland of less than 6 months and nulliparity were significantly associated with higher PFIQ-7 scores, independently of age, weight, ongoing pregnancy and history of episiotomy. Although age at FGM/C as a variable was not significantly associated with higher scores for pelvic floor impact and distress, age at FGM/C of more than 10 was significantly associated with higher PFIQ-7 scores when compared with age at FGM/C of less than 1. Age at FGM/C and type of FGM/C were collinear—most types III were performed at more than 6, most types I and II at less than 1 (data not shown)—but the addition of one did not change the association between the other and the outcome scores.

Table 6 Multivariable model assessing association between selected variables and PFDI-201, UDI-62 PFIQ-73 scores

Discussion

Our sample of 124 women from different ethnic origins, with different types of FGM/C, and without POP, presented with: scores for pelvic floor symptoms’ distress and impact that were higher than those of uncut women without PFD and lower than those of uncut women with PFD [21, 32, 33]; scores for sexual function that were similar to those of uncut women with PFD [23]; scores for faecal incontinence and constipation that were lower than those of uncut women with or without PFD [28, 34]; scores that showed a satisfactory genital self-image [30].

FGM/C, particularly type III, can be associated with urogynaecological complications due to injuries of the genitourinary tracts, scarring process, and physiologic changes such as obstructed micturition after infibulation, potentially leading to overactive bladder and urge incontinence [10, 13, 14, 35]. As expected, we found higher scores for urogynaecological symptoms’ distress and impact in infibulated women. However, the differences were not significant. Our sample size was not calculated for comparing different types of FGM/C and might lack the power to show a statistical difference. Nulliparity was significantly associated with higher scores for distress and impact of pelvic floor symptoms. This might seem counterintuitive, as parity is commonly associated with PFD [36]. However, many participants, especially with FGM/C type III, reported genitourinary or sexual symptoms decreased or resolved after their first vaginal birth, which was the moment when defibulation (surgical opening of the infibulation [35]) or perineal tear happened, widening the vaginal introitus and/or uncovering the urethral meatus.

Psychiatric comorbidities and history of trauma or abuse are risk factors for greater severity of urogynaecological symptoms [37]. It has been shown that FGM/C can cause psychosexual disorders such as dyspareunia, vaginismus, anxiety and PTSD [1, 15] and is often associated with history of other violence and polyvictimisation [38,39,40]. We found that almost one in two participants reported past violent events other than FGM/C or forced/arranged marriage, and that past violent events were significantly associated with higher scores of distress and impact of pelvic floor symptoms. It has also been shown that vivid recollection of the cutting increases the risk of mental health conditions such as PTSD, depression and anxiety [41]. We found that all participants who underwent FGM/C at age more than 10 clearly remembered their cutting, in contrast to those who had it during early childhood or infancy, and that age at FGM/C of more than 10 was significantly associated with greater impact of pelvic floor symptoms when compared with age at FGM/C of less than 1, with a collinearity between older age at FGM/C and a more severe FGM/C (type III).

A longer period of staying in Switzerland could have been thought to be associated with higher urogynaecological symptoms’ severity and impact due to increased awareness of symptoms or to a feeling of being different than uncut women. However, we found the opposite. Since most of the participants were recruited at the FGM/C outpatient clinic where they had access to medical and psychological care, newer arrivals might have received fewer treatments and experience more symptoms.

Our study sample showed a positive genital self-image and a satisfactory sexual function and quality. Possible positive sociocultural beliefs associated with FGM/C [5, 6] could explain the positive genital self-image and thus contribute to a good sexual response, even in presence of pelvic floor symptoms. Our clinical experience as well as previous literature have shown that even though women with different types of FGM/C and complications can significantly suffer from dyspareunia and sexual dysfunction, they can also report a satisfactory sexual life, sexual pleasure and orgasm. First, the clitoris is not involved by all types of FGM/C and when cut, most of the tumescent structures responsible for the sexual response are not removed. Second, some “compensatory” psychophysical and cultural mechanisms have been suggested to be able to overcome the “anatomical damage”, such as the enhancement of stimuli originating from other body areas, or through positive emotions, cultural values and fantasies [42,43,44,45]. Non-sexually active participants mostly attributed their sexual inactivity to the absence of a partner and not to a health condition, yet their scores suggest that their sexual inactivity and poor sexual quality might also be linked to a medical condition.

The strengths of our study are the inclusion of women with different types of FGM/C and from different origins and backgrounds, the systematic gynaecological examination prior the administration of questionnaires, and the use of validated scoring systems. A limitation of our study was that the questionnaires were not validated in women with FGM/C, and therefore did not capture information specific to the cutting and cultural issues. Nevertheless, the participants showed good understanding and acceptance of the questions and showed great interest in the study in order to raise awareness among healthcare professionals, and no one interrupted the interview. Another limitation might be that one third of the participants was pregnant at the time of the interview, half during the third trimester. Pregnancy might have worsened pelvic floor symptoms [46], indeed pregnant participants had significantly higher UDI-6 mean scores.

The presence of interpreters might have caused the loss of some information or embarrassment during the interviews. However, we consider a strength avoiding the bias of selecting women who could speak French or English because of having lived in the West for a longer time or because of higher economic or education backgrounds. We also acknowledge that an oral translation provided by multiple interpreters, even if trained and certified, is less expensive but also less consistent than a written translation of the questionnaires in the different original languages of the participants.

Conclusions

In conclusion, women with FGM/C, without POP, can suffer from pelvic floor symptoms responsible for distress and impact on their daily life, due to both anatomical and psychological factors. Healthcare professionals should be able to screen, recognize, record and treat urogynaecological and psychosexual disorders in women and girls living with FGM/C, even when symptoms are not spontaneously disclosed or recognized by the client.

Surgical defibulation, clitoral reconstruction and treatment of scar complications, obstetric trauma repair, pelvic floor therapy, counselling and psychosexual care are existing treatments [47, 48]. Care should begin from starting the conversation and giving culturally sensitive information, with certified interpreters when needed.

Future research could include a control group and focus on possible prevention strategies and treatments.

Availability of data and materials

The datasets used and analysed during the current study are available from the corresponding author on reasonable request.

Abbreviations

FGM/C:

Female Genital Mutilation/Cutting

BMI:

Body Mass Index

POP:

Pelvic organ prolapse

PTSD:

Post-traumatic stress disorder

PFD:

Pelvic floor dysfunction

PFDI-20:

Pelvic Floor Distress Inventory short-form

UDI-6:

Urinary Distress Inventory

POPDI-8:

Pelvic Organ Prolapse Distress Inventory

CRADI-6:

ColoRectal-Anal Distress Inventory

PFIQ-7:

Pelvic Floor Impact Questionnaire short-form

UIQ-7:

Urinary Impact Questionnaire

POPIQ-7:

Pelvic Organ Prolapse Impact Questionnaire

CRAIQ-7:

ColoRectal-Anal Impact Questionnaire

PISQ-IR:

Pelvic organ prolapse Incontinence Sexual Questionnaire—IUGA Revised

IUGA:

International UroGynaecological Association

SA:

Sexually active

NSA:

Non-sexually active

AO:

Arousal and orgasm

PR:

Partner-related impact on (in)activity

CS:

Condition-specific impact on (in)activity

CI:

Condition-specific Impact on quality

D:

Desire

GQ:

Global quality

FISI:

Fecal Incontinence Severity Index

WCS:

Wexner’s constipation scoring system

FGSIS:

Female Genital Self-Image Scale

SD:

Standard deviation

CI:

Confidence interval

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Acknowledgements

For recruiting some of the participants: Dr Leen Aerts, MD PhD, gynaecologist and obstetrician at the Geneva University Hospitals. For collecting some data: Hadame Diop, midwife at the Geneva University Hospitals. For their time and trust: all the women who agreed to participate in the study and to share their stories. For their work: all the certified interpreters who allowed us to communicate with the participants

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Authors and Affiliations

Authors

Contributions

AB: data collection and management, data analysis, manuscript writing/editing. MU: data collection and management, manuscript writing/editing. MB: protocol/project development, data analysis, manuscript writing/editing. PD: protocol/project development, manuscript writing/editing. AGA: data analysis, manuscript writing/editing. JA: protocol/project development, data collection, data analysis, manuscript writing/editing. All authors read and approved the final manuscript.

Corresponding author

Correspondence to Jasmine Abdulcadir.

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Ethics approval and consent to participate

The study protocol was approved by the Swiss Ethics Committee on research involving humans (protocol n°15-224).

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The participants received full information about the study and signed an informed consent.

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The authors declare that they have no competing interests.

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Supplementary Information

Additional file 1: Table 1.

Complementary sociodemographic information. Table 2. Complementary background information. Table 3. FISI1 and WCS2 mean scores of our sample and from the literature [28, 34]. Table 4. Comparison between women with FGM/C type III and those with FGM/C types I and II. Table 5. Comparison between still infibulated and non-infibulated women.

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Binkova, A., Uebelhart, M., Dällenbach, P. et al. A cross-sectional study on pelvic floor symptoms in women living with Female Genital Mutilation/Cutting. Reprod Health 18, 39 (2021). https://0-doi-org.brum.beds.ac.uk/10.1186/s12978-021-01097-9

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