{'fraction_non_alphanumeric': 0.03738515901060071, 'fraction_numerical': 0.021837455830388694, 'mean_word_length': 5.107466551575313, 'pattern_counts': {'":': 0, '<': 7, '<?xml version=': 0, '>': 4, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
Is it possible to estimate the need for surgical management in patients with a tubo-ovarian abscess at admission? A retrospective long-term analysis

This study aimed to determine the possible prognostic factors correlated with the treatment modalities of tubo-ovarian abscesses (TOAs) and thus to assess whether the need for surgery was predictable at the time of initial admission. Between January 2012 and December 2019, patients who were hospitalized with a TOA in our clinic were retrospectively recruited. The age of the patients, clinical and sonographic presentation, pelvic inflammatory risk factors, antibiotic therapy, applied surgical treatment, laboratory infection parameters, and length of hospital stay were recorded. The records of 115 patients hospitalized with a prediagnosis of TOA were reviewed for the current study. After hospitalization, TOA was ruled out in 19 patients, and data regarding 96 patients was included for analysis. Twenty-eight (29.2%) patients underwent surgical treatment due to failed antibiotic therapy. Sixty-eight (70.8%) were successfully treated with parenteral antibiotics. Medical treatment failure and need for surgery were more common in patients with a large abscess (volume, > 40 cm3, or diameter, > 5 cm). The group treated by surgical intervention was statistically older than the patients receiving medical treatment (p < 0.05). Although the treatment in TOA may vary according to clinical, sonographic, and laboratory findings; age of patients, the abscess size, and volume were seen as the major factors affecting medical treatment failure. Moreover, TOA treatment should be planned on a more individual basis.


Background
A tubo-ovarian abscess (TOA) is a common complication of pelvic inflammatory disease (PID), affecting approximately 10-15% of women with PID [1]. It is most commonly seen at the age of 30-40 years in reproductive-age women [2]. The mortality rate associated with TOA was approximately 50% or higher before advances in surgery and the widespread use of broad-spectrum antibiotics [3,4]. The risk factors for TOA are similar to those of PID, including young age, multiple partners, new sexual partner (within previous three months), history of sexually transmitted infections (STIs) in the patient or their partner, instrumentation of the uterus/interruption of the cervical barrier, termination of pregnancy, insertion of intrauterine device within the past 6 weeks, hysterosalpingography, hysteroscopy, saline infusion sonography, in vitro fertilization, immunosuppression, and endometriosis [5].
TOA is a serious and potentially life-threatening condition. Therapeutic methods include antibiotic therapy, drainage procedures, invasive surgery, and a combination of these interventions. For the majority of small abscesses (< 7 cm in diameter), only antibiotic treatment is sufficient, while drainage or surgical necessity may occur in approximately 25% of cases [6]. In women with an abscess size of less than 9 cm, with no signs of abscess rupture and hemodynamic stability, the clinical guidelines of the Centers for Disease Control and Prevention (CDC) recommend medical management as the first treatment approach for TOAs [7]. Abscess size is predictive in determining treatment success with antibiotics alone and length of hospital stay [8].
The aim of this study was to determine whether we could predict the conditions in which medical treatment might fail and surgical necessity emerges, by evaluating the clinical and laboratory findings of women with TOAs treated in our clinic.

Materials and methods
The records of 115 patients who were hospitalized with a prediagnosis of TOA in our department between Jan 2012 and December 2019 were retrospectively reviewed. After hospitalization, TOA was ruled out in 19 patients, and 96 patients were reviewed included for the analysis. The study protocol was approved by the institutional Ethics Committee of Ankara Training and Research Hospital (approval number 2020/21).
The sonographic diagnosis of TOA was made based on the presence of a complex cystic mass with a thickirregular wall and irregular internal echo in the pelvis, and the absence of peristalsis [8]. Following the CDC recommendations, the patients were initially treated either with clindamycin and gentamicin or with ceftriaxone and metronidazole. Response to treatment was defined as the absence of fever within 72 h and/or that of acute abdominal symptoms within 48 h.
Demographic and clinical data were reviewed and recorded via medical files and computer-based screening. Age, marital status, gravidity and parity, menopausal status, intrauterine device usage, smoking status, body temperature, clinical and sonographic presentations, initial antibiotic regimens, surgical treatment, laboratory infection parameters at admission, and length of hospital stay were recorded.
The patients were divided into two groups according to surgical (n = 28) or medical (n = 68) treatment received. Demographic parameters, antibiotic regimens, clinical and laboratory findings, length of hospital stay, and TOA sizes were compared. The average volume of the TOAs was calculated by the ellipsoid volume formula (volume = height × width × length × 0.52). Statistical analysis was performed using SPSS Version 20.0 for Windows (SPSS Inc., Chicago, IL). The Kolmogorov-Smirnov test was used to determine whether the distributions of continuous and discrete variables were normal. Mean and standard deviation values were calculated where applicable. Independent samples were investigated using Student's t-test. The comparison of categorical variables was undertaken using Pearson's chi-square and Fisher's exact tests. A p value of < 0.05 was considered to be statistically significant. A receiver operating characteristic (ROC) curve was used to assess sensitivity and specificity values.

Results
Of the remaining 96 patients, 68 (70.2%) were treated with medical therapy alone, while 28 (29.8%) underwent surgery in addition to medical therapy. The mean age of the patients who received medical treatment was 38.8 ± 8.7 years, which was significantly lower (p = 0.005) compared to the surgically treated group (43.7 ± 8.3 years). The demographic data of the patients are shown in Table 1.
The duration of hospitalization, abscess size, and abscess volume were significantly higher in patients who also underwent surgery compared to those receiving medical treatment alone (p < 0.01). The C-reactive protein (CRP), erythrocyte sedimentation rate (ESR), and white blood cell (WBC) count at the time of hospitalization were significantly higher in the surgically treated group compared to the medically treated group (p < 0.05). The laboratory and sonographic findings and body temperature of the patients at the time of hospitalization and their length of hospital stay are summarized in Table 2.
Gentamicin/clindamycin was started in 48.96% (n = 47) of all patients and ceftriaxone/metronidazole was started in 51.04% (n = 49). There was no statistically significant difference between the different treatments groups in terms of the antibiotic regimens used.
The length of hospital stay, age, CRP and ESR values, abscess sizes, and abscess volumes were significantly correlated with the selected treatment (p < 0.01). In addition, abscess volume and abscess size were significantly associated with the length of hospital stay (p < 0.05).
Total abdominal hysterectomy plus bilateral salpingooophorectomy (TAH+BSO) was performed as the most common surgical procedure (39.3 %), and the least preferred surgical procedure was salpingectomy (unilateral 7%, bilateral 4%). Abscess drainage by laparotomy was performed in four patients, and in one of these patients, ovarian cyst excision was undertaken. The mean age of the patients undergoing TAH+BSO was over 45 years. The preferred surgical procedures are shown in Fig. 1.
A multivariate logistic regression model adjusted for age, TOA size and volume, CRP, ESR, WBC, and body temperature is shown in Table 3. Age and TOA size and volume were found to be independent predictors of a failure of medical management, with the odds ratio (OR) of 1.200 (95% CI 1.086-1.326; p = 0.000) for TOA volume, 1.117 (95% CI 1.031-1.610; P = 0.034) for TOA size, and 1.115 (95% CI 1.020-1.219; p = 0.017) for patient age. According to the ROC analysis, abscess volume, mean abscess size, fever, WBC, ESR, and CRP at admission were useful to predict the outcome of TOA treatment with antibiotics (Fig. 2).
The logistic regression analysis demonstrated that a maximum dimension of TOA size greater than 5.11 cm and a TOA volume greater than 41.9 cm 3 were predictive of antibiotic failure (odds ratio, 1.45; 95% CI 1.13-2.10, p = 0.0175, and OR, 1.21; 95% CI 1.12-2.54, p = 0.024). The mean CRP levels, WBC count, ESR and body temperature did not add any additional predictive value beyond that of the mean TOA size and volume in the regression analysis.

Discussion
TOA, a serious complication of PID, results in significantly high morbidity and mortality. A patient diagnosed with TOA is usually given parenteral antibiotics as the first-line treatment for at least 24 h, and when the desired response is obtained, outpatient treatment with oral antibiotics can be continued [7]. If there is no response within 48-72 h, surgery or drainage may be considered [9]. Although the use of broad-spectrum antibiotics is usually the first-line option in unruptured TOA, the optimal treatment of TOA is unclear and should be considered individually according to each patient's clinical and laboratory findings. Approximately 70% of patients with TOA are known to respond to conservative medical treatment with broad-spectrum antibiotics, while the remainder requires an invasive intervention [10]. This is consistent with the results of our study, in which 70.2% of patients were successfully treated with antibiotic therapy. Identifying the clinical and laboratory findings that will determine the need for surgery in advance may allow for early surgical interventions and shorten the length of hospital stay.
In the current literature, although different factors that cause medical treatment failure are mentioned in relation to TOAs, there is no consensus on this issue. High gravidity and parity, old age, and menopausal status have been shown as epidemiological risk factors for medical treatment failure [11,12]; however, this may be considered as an emphasis on surgical preference. Many studies have shown that patients receiving medical treatment are significantly younger than those undergoing surgery   [11][12][13]. Similarly, medically treated patients in the current study were statistically significantly younger than the patients who needed surgical intervention.
In patients with large adnexal masses, the success rate of antibiotics alone is particularly low [14]. Some studies have reported the failure of conservative treatment and prolonged hospital stay in patients with TOAs larger than 6-9 cm [11,14,15]. Large TOA sizes in patients were associated with an increased rate of surgical treatment [16,17]. In the current study, we also found an increased mean abscess volume and abscess size in surgically treated patients, and furthermore medical treatment failure and need for surgery were more common in patients with a large abscess (volume, > 40 cm 3 , or diameter, > 5 cm).
This study demonstrated that the WBC count, CRP levels, ESR, and body temperature of the patients with TOA were significantly higher among patients in the surgically treated group; however, they did not have any additional value for predicting the need for surgical treatment. There are many reports investigating the relationship between laboratory findings and the need for surgery [18][19][20][21]. Gungorduk et al. and Devitt et al. showed that the CRP levels and ESR were higher in surgically treated patients [11,22]. Fouks et al. [23] stated that a simple risk scoring using the abscess size, age, and inflammation markers could similarly predict antibiotic failure in the treatment of TOA.
In cases where medical treatment is unsuccessful, invasive methods should be preferred based on the patient's age and menopausal status, facilities of the clinic, and the surgeon's experience. Computer tomography or ultrasound-guided TOA drainage with concomitant antibiotics is effective and safe for the primary or secondary treatment of TOA with some researchers even demonstrating that drainage may be a more successful treatment [24,25]. TOA patients being mostly in the reproductive age group should not be overlooked in the treatment decision. With the development of minimally invasive methods, laparoscopy is frequently used in the safe surgical treatment of TOA [20]. According to Doğanay et al., laparoscopy presents as the best treatment option in selected cases [26]. In the current study, we performed laparotomy in all patients in the surgically treated group. This was due to either the general health status of the patients not allowing to perform laparoscopy (hemodynamic instability, sepsis, severe chronic obstructive pulmonary disease, huge adnexal mass, etc.) or the preference of the surgeon.
There were certain limitations to our study. Firstly, it was a single-center study which was retrospectively designed, and secondly, the long-term medical data of the included patients was missing.
The main limitations of the current study are the retrospective design and inclusion of patients treated in a single medical center. Also, long-term data regarding the included patients is missing.

Conclusions
Although the treatment in TOA may vary according to the clinical, sonographic and laboratory findings, the abscess size, volume at admission, and patient age were found to be the main factors that indicated the need for surgical treatment. CRP levels, WBC count, ESR, and increased body temperature at admission should also be taken into consideration in the selection of ideal treatment. Finally, the treatment of TOA should be planned on an individual basis considering the clinical and laboratory findings.