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PLOS Neglected Tropical Diseases logoLink to PLOS Neglected Tropical Diseases
. 2023 Feb 21;17(2):e0011131. doi: 10.1371/journal.pntd.0011131

Evaluating the efficacy of serological testing of clinical specimens collected from patients with suspected brucellosis

Nannan Xu 1,‡,#, Chunmei Qu 1,‡,#, Lintao Sai 1, Sai Wen 1, Lulu Yang 1, Shanshan Wang 1, Hui Yang 1, Hui Liu 2,*, Gang Wang 1,*
Editor: David O’Callaghan3
PMCID: PMC9942959  PMID: 36802393

Abstract

Background

This study aims to evaluate the efficacy of the standard agglutination test (SAT), the Brucellacapt test and enzyme-linked immunosorbent assay (ELISA) in clinical specimens collected from patients with suspected brucellosis.

Methods

A prospective study was conducted from December 2020 to December 2021. Brucellosis was diagnosed on the basis of clinical evidence, and confirmed by isolation of Brucella or a four-fold rise in SAT titer. All samples were tested by the SAT, ELISA and the Brucellacapt test. Titers ≥1:100 were considered as SAT positive; ELISA was considered positive when an index greater than 11 was detected, while titers ≥1/160 indicated positivity on the Brucellacapt test. The specificity, sensitivity, and positive (PPVs) and negative predictive values (NPVs) of the three different methods were calculated.

Results

A total of 149 samples were collected from patients with suspected brucellosis. The sensitivities for the SAT, IgG, and IgM detection were 74.42%, 88.37% and 74.42%, respectively. The specificities were 95.24%, 93.65%, and 88.89%, respectively. The simultaneous measurement of IgG and IgM improved the sensitivity (98.84%) but reduced the specificity (84.13%) compared to each antibody test separately. The Brucellacapt test had excellent specificity (100%) and a high PPV (100%); however, the sensitivity and NPV were 88.37% and 86.30%, respectively. The combination of IgG detection by ELISA and the Brucellacapt test had excellent diagnostic performance, with 98.84% sensitivity and 93.65% specificity.

Conclusion

This study showed that the simultaneous performance of IgG detection by ELISA and the Brucellacapt test has the potential to overcome the current limitations of detection.

Author summary

Brucellosis is an endemic zoonotic disease with significant impacts on public health worldwide. Early identification is crucial to reduce the rates of disability and mortality due to brucellosis. Human brucellosis is associated with a wide variety of clinical manifestations, making it difficult to diagnose clinically. Serological tests, which lack specificity and produce results that may be difficult to interpret, play a fundamental role in the diagnosis of this disease. Therefore, the combination of various serological tests may be helpful in ensuring the accuracy of diagnosis. Here, we aimed to explore the best combination among the SAT, ELISA and the Brucellacapt test to improve the efficiency of the diagnosis of human brucellosis.

Introduction

Brucellosis is a zoonotic infectious disease caused by Brucella spp. [1]. To date, there are 12 species in the genus Brucella [2], among which B. melitensis, B. abortus, B. suis, and B. canis are pathogenic to humans [3]. More than 500,000 newly confirmed cases of human brucellosis occur worldwide every year [3]. In the past decade, the epidemiological characteristics of human brucellosis in China have changed substantially [4]. Brucellosis has gradually become one of the most prevalent infectious diseases and a serious public health threat [5]. This disease mainly causes losses in working time and an increased financial burden related to delayed diagnosis and a long treatment duration [6]. Brucellosis is easily mistaken for other medical conditions because of its variability and nonspecific clinical manifestations [7]. It is believed that the global incidence of brucellosis might be much higher than generally estimated [8,9]. Therefore, laboratory diagnosis is essential for proper treatment.

There are various assays available for the diagnosis of Brucella infection, including molecular, serological, and microbiological tests. Culture is the gold standard method for Brucella detection, but the sensitivity of blood culture had a wide range, from 10% to 90% [7]. Real-time polymerase chain reaction (PCR) is the most commonly used molecular method currently. However, the number of commercial PCR assays is limited, and there are significant differences among various commercial kits for the detection of Brucella DNA [1012]. Because the clinical characteristics of human brucellosis are diverse and sample types are variable, further research is needed to determine the most effective detection protocol for each sample type. Serological tests, which lack specificity and produce results that may be difficult to interpret, play a fundamental role in the diagnosis of this disease [10,11,13].

The Brucellacapt test (Vircell SL) is a novel single-step immunocapture assay that has been applied in the serological diagnosis of human brucellosis, as it detects nonagglutinating IgG and IgA antibodies as well as agglutinating antibodies [14]. It has a higher sensitivity and specificity than agglutination tests as well as good correlation with the Coombs test [15,16]. In this study, we aimed to evaluate the value of commonly used serological tests, including the Brucellacapt test, enzyme-linked immunosorbent assay (ELISA) and the standard tube agglutination (SAT), in the diagnosis of human brucellosis in clinical practice.

Materials and methods

Ethics statement

This study was approved by the Shandong University Qilu Hospital human research protection committee (KYLL-202008-058). All patients signed consent forms.

Serum sample collection

In this prospective study, we consecutively recruited 149 patients with suspected brucellosis from December 2020 to December 2021 from Qilu Hospital of Shandong University. These patients presented with symptoms such as headache, fever, chills, fatigue, joint pain, back pain and weight loss. Clinical and epidemiological information was gathered, and initial blood samples were obtained for clinical use. An additional venous blood sample was collected simultaneously from the patient. After 2–4 weeks, a second serum sample was collected to check for an increase in antibodies. In order to evaluate the background antibody titers in the normal population, we recruited 50 healthy adults for serological testing. The isolated serum was divided into aliquots and stored at −20°C until use.

The diagnosis of Brucellosis was based on the proper clinical context, including history (occupationally exposed or consumption of raw dairy/meat product or living in endemic areas), clinical presentation (fever, sweating, arthralgia, hepatosplenomegaly) and laboratory studies as well as at least one of the following results being positive: bacterial culture or four-fold or greater rise in SAT titer. Considering the time from onset to first admission, the duration of the disease was less than 8 weeks in the acute phase, 8–24 weeks in the subacute phase, and > 24 weeks in the chronic phase.

SAT

The SAT antigen was purchased from the China Center for Disease Control and Prevention. Patient serum was serially diluted from 1/25 to 1/200 using phenol saline. Brucella antigen was added, and the mixture was incubated at 37°C for 24 h. The samples were examined for the presence of agglutinin particles. All tubes were compared with control tubes (positive and negative controls) to examine agglutination. Titers ≥1:100 with a minimum of 50% agglutination were considered positive.

ELISA

Serum levels of anti-Brucella IgM and IgG were determined using ELISA kits according to the manufacturer’s instructions (Vircell SL, Santa Fe, Granada, Spain) [17,18]. In brief, 5 μl of serum was added to a 100 μl of serum diluent in each microplate well. 25 μl of human IgG sorbent was included in the preparation of the serum diluent for the detection of only IgM antibodies. The microplates were covered with sealing mats and incubated at 37°C for 45 minutes. After washing 5 times with PBS, 100 μl of anti-human peroxidase conjugate IgG and IgM was applied to all microplate wells, and the plates were incubated at 37°C for 30 minutes. After a second wash, the substrate for the enzyme was added. After 20 minutes, stop buffer was added, and the absorbance was measured at 450 nm. In each run, positive, negative and cut off controls provided by Vircell for ELISA IgG and IgM were included. The qualitative Vircell ELISA IgM and IgG assays to detect positivity or negativity used a screening dilution of 1:20. The interpretation of results was carried out using an antibody index [(absorbance of the sample/average absorbance of the serum cutoff value) × 10]. Samples with an index ˃ 11 were considered positive. The combined results of IgG and IgM detection by ELISA were determined as follows: when one of the ELISA results was positive, the case was considered positive, and when both of the ELISA results were negative, the case was considered negative.

Brucellacapt test

The Brucellacapt test consists of microplates coated with total anti-human immunoglobulin. The Brucellacapt test was carried out according to the manufacturer’s instructions (Vircell SL, Santa Fe, Granada, Spain) [19]. The diagnostic threshold titer for the Brucellacapt test was 1/160.

Data analysis

Necessary data of patients, such as demographic, symptom, duration from symptom onset, and occupational risk factor data, were collected from the hospital database. Categorical variables are described using frequencies and percentages, while continuous variables are described using medians and interquartile ranges (IQRs). Baseline features were compared between two groups using Fisher’s exact test (categorical variables), Student’s test or the Mann–Whitney U test. The specificity, sensitivity, and positive (PPVs) and negative predictive values (NPVs) of the different methods were obtained with OpenEpi version 3.0 (http://www.openepi.com/). The 95% confidence intervals were calculated using Wilson’s method. The receiver operator characteristic curve (ROC) was used to evaluate the performance of each method or combination. The cutoff value was derived using the Youden method [20]. All sensitivity and specificity differences between the tests were calculated using McNemar’s test. Statistical analyses were conducted using SPSS version 23 (Inc., Chicago, IL, USA). A P value ≤0.05 was considered to be statistically significant.

This study was approved by the Institutional Ethics Committee of Shandong University Qilu hospital (KYLL-202008-058).

Results

Patient characteristics

Among 149 suspected brucellosis patients, 86 patients were diagnosed with brucellosis, of which 32 patients had positive culture results (the gold standard for the diagnosis of brucellosis); the diagnosis of the other 54 patients was based on epidemiological, clinical and serological criteria. Sixty-three patients had diseases other than brucellosis, including 40 cases of infectious diseases (bacterial infection in 34 cases, viral infection in 3 cases and fungal infection in 3 cases), 23 noninfectious diseases. Among the brucellosis patients, the median age was 54.5 (IQR: 41–64) years, and the numbers of females and males were 26 (30.2%) and 60 (69.8%), respectively. The group of patients with other diseases consisted of 27 females and 36 males, with a median age of 58 (IQR: 50–68) years. There was no significant difference between the two groups in age or sex. The most common symptoms in brucellosis patients were fever (82.6%), arthralgia (43.0%), fatigue (40.7%) and weight loss (27.9%), but there were no significant differences in symptoms compared with patients with other diseases. However, back pain (34.9% vs. 14.3%, p = 0.005) was reported in patients with brucellosis but not common in patients without brucellosis. Regarding laboratory findings, a significantly lower white blood cell count (P <0.001), C-reactive protein level (P = 0.028) and procalcitonin level (P = 0.002) were observed in patients with brucellosis than in patients without brucellosis. In contrast, hemoglobin levels in the brucellosis patients were higher than those in patients without brucellosis (P <0.001). Table 1 summarizes the demographic, clinical and laboratory data of these patients.

Table 1. Demographic and clinical characteristics of the patients with brucellosis and diseases other than brucellosis.

Characteristics Brucellosis (n = 86) Other diseases (n = 63) P value
Age, years 54.5(41–64) 58(50–68) 0.058
Gender 0.112
    Male 60(69.8%) 36(57.1%)
    Female 26(30.2%) 27(42.9%)
Duration of illness at diagnosis 0.083
< 8 weeks 36(41.9%) 38(60.3%)
8–24 weeks 29(33.7%) 15(23.8%)
> 24 weeks 21(24.4%) 10(15.9%)
Contact history 40(46.5%) 18(28.6%) 0.027
Clinical presentation
Fever 71(82.6%) 57(90.5%) 0.170
Sweating 14(16.3%) 4(6.3%) 0.066
Arthralgia 37(43.0%) 33(52.4%) 0.258
Back pain 30(34.9%) 9(14.3%) 0.005
Fatigue 35(40.7%) 33(52.4%) 0.157
Headache 22(25.6%) 20(31.7%) 0.409
Hepatosplenomegaly 16(18.6%) 10(15.9%) 0.664
Lymphadenectasis 16(18.6%) 13(21.0%) 0.757
Weight loss 24(27.9%) 19(30.2%) 0.764
Laboratory findings
White blood cell count, x109 /L 6.05(4.55–8.17) 8.16(6.07–11.56) <0.001
Neutrophils, % 58.8(52.0–70.7) 74.2(64.1–83.3) <0.001
Hemoglobin, g/L 122(111–139) 110(94–119) <0.001
Platelet count, x109/L 238(192–316) 272(189–392) 0.160
ALT, U/L 27(16–45) 28(16–49) 0.869
AST, U/L 26(18–37) 28(18–48) 0.419
Creatinine, μmol/L 60(50–70) 57(44–67) 0.267
BUN, mmol/L 4.8(4.0–5.9) 4.3(3.4–5.7) 0.061
ESR, mm/h 35(16–70) 71(36–105) <0.001
CRP, mg/L 14.23(4.78–55.12) 36.6(6.96–92.98) 0.028
PCT, ng/ml 0.087(0.037–0.191) 0.149(0.075–0.252) 0.002

Reported counts (proportions) for categorical and median (interquartile range) for continuous variables. P values indicate differences between patients with brucellosis and patients with other diseases. P < 0.05 was considered statistically significant.

Abbreviations: ALT, alanine aminotransferase; AST, aspartate aminotransferase; BUN, blood urea nitrogen; ESR, erythrocyte sedimentation rate; CRP, C-reactive protein; PCT, procalcitonin

Upon admission, 36 (41.9%) patients presented with acute-stage disease, 29 (33.7%) patients presented with subacute-stage disease, and 21 (24.4%) patients presented with chronic-stage disease. In 86 patients with brucellosis, 47 (54.7%) had various focal complications, among which osteoarticular involvement was the most common. Brucella species from 32 patients were isolated from 31 blood cultures and 1 synovial fluid culture, and the positive rate of culture was 37.2%.

Overall performance of the serological tests

SAT and ELISA detection results

Among the 86 samples from confirmed brucellosis patients, 64, 64 and 76 samples were determined to be positive on the SAT and by IgM and IgG detection by ELISA, respectively. Eighty-five samples were positive according to the combined ELISA (IgG + IgM), see S1 Material for details. Among the patients without brucellosis, the SAT results were positive in 3 cases and negative in 60 cases; the IgM results were positive in 7 cases and negative in 56 cases; and the IgG results were positive in 4 cases and negative in 59 cases. For the combined ELISA (IgG + IgM), the results were positive in 10 cases and negative in 53 cases. Among 50 healthy adults, only one was IgM positive, but both SAT and IgG were negative. Detailed serological results were shown in S2 Material.

The sensitivity values for the SAT, IgG detection, and IgM detection were 74.42% (95% CI 64.29, 82.46), 88.37% (95% CI 79.90, 93.56) and 74.42% (95% CI 64.29, 82.46), respectively. The specificity values for the SAT, IgG detection, and IgM detection were 95.24% (95% CI 86.91, 98.37), 93.65% (95% CI 84.78, 97.50), and 88.89% (95% CI 78.8, 94.51), respectively. The overall diagnostic performance of the SAT and ELISA for the diagnosis of brucellosis is summarized in Table 2. Compared with the detection of IgG and IgM separately, the combined ELISA results had a sensitivity of 98.84% (95% CI 93.70, 99.79) for the detection of brucellosis (p = 0.004 and p <0.001). However, the specificity decreased to 84.13% (95% CI 73.19, 91.14), which was lower than that for the IgG ELISA (p = 0.031).

Table 2. The diagnostic performance of the SAT, ELISA and Brucellacapt.
Sensitivity (95% CI) Specificity (95% CI) PPA (95% CI) NPA (95% CI) Accuracy (95% CI)
SAT 74.42% (64.29,82.46) 95.24% (86.91, 98.37) 95.52% (87.64, 98.47) 73.17% (62.7, 81.56) 83.22% (76.4, 88.37)
IgM 74.42% (64.29,82.46) 88.89% (78.8, 94.51) 90.14% (81.02, 95.14) 71.79% (60.97, 80.57) 80.54% (73.45, 86.09)
IgG 88.37% (79.9, 93.56) 93.65% (84.78, 97.5) 95% (87.84, 98.04) 85.51% (75.34, 91.93) 90.60% (84.85, 94.32)
Brucellacapt 88.37% (79.9, 93.56) 100% (94.25, 100) 100% (95.19, 100) 86.3% (76.59, 92.39) 93.29% (88.09, 96.31)
IgM+ IgG 98.84% (93.7, 99.79) 84.13% (73.19, 91.14) 89.47% (81.7, 94.18) 98.15% (90.23, 99.67) 92.62% (87.26, 95.83)
SAT+ Brucellacapt 88.37% (79.9, 93.56) 95.24% (86.91, 98.37) 96.2% (89.42, 98.7) 85.71% (75.66, 92.05) 91.28% (85.65, 94.83)
IgM+ Brucellacapt 93.02% (85.6, 96.76) 88.89% (78.8, 94.51) 91.95% (84.31, 96.05) 90.32% (80.45, 95.49) 91.28% (85.65, 94.83)
IgG+ Brucellacapt 98.84% (93.7, 99.79) 93.65% (84.78, 97.5) 95.51% (89.01, 98.24) 98.33% (91.14, 99.71) 96.64% (92.39, 98.56)
IgM+ IgG + Brucellacapt 100% (95.72, 100) 84.13% (73.19, 91.14) 89.58% (81.88, 94.24) 100% (93.24, 100) 93.29% (88.09, 96.31)

Titers ≥1:100 were considered as SAT positive; IgG or IgM was considered positive when an index greater than 11 was detected, while titers of 1/160 and above indicated positivity on the Brucellacapt test.

The combined serological tests results were determined as follows: when one of the results was positive, the case was considered positive, and when all the results were negative, the case was considered negative.

Abbreviations: SAT, standard tube agglutination; IgM, IgM antibodies detection by ELISA; IgG, IgG antibodies detection by ELISA; PPA, positive predictive value; NPA, negative predictive value; 95% CI, 95% confidence intervals.

Brucellacapt detection results

The analysis of the Brucellacapt test results of the 149 serum samples revealed that 73 samples were classified as negative, 6 samples were 1/160 positive, 8 samples were 1/320 positive, and 62 samples were ≥1/640 positive. As expected, none of the 63 patients without brucellosis were positive on the Brucellacapt test. Interestingly, 10 samples with positive results according to the ELISA were negative on the Brucellacapt test. No healthy individuals had Brucellacapt titers of ≥ 1:160. With a titer of 1/160 as the threshold level for positivity, the Brucellacapt test had a sensitivity of 88.37% (95% CI 79.90, 93.56) and a specificity of 100% (95% CI 94.25, 100). The PPV was 100% (95% CI 95.19, 100), and the NPV was 86.30% (95% CI 76.59, 92.39). The overall diagnostic accuracy was 93.29% (95% CI 88.09, 96.31). However, when titers of 1/320 and higher were considered positive, we found that the sensitivity and NPV of the Brucellacapt test decreased to 81.40% (95% CI 71.89, 88.21) and 79.75% (95% CI 69.6, 87.13), respectively, while the specificity and PPV remained unchanged. In order to obtain greater efficiency, we adjusted the cutoff value according to the ROC curve, the optimal cutoff value was ≥ 1:160. For details, please see the S3 Material. Therefore, values of 1/160 and higher were considered positive for the Brucellacapt test and used for subsequent analysis.

The Brucellacapt test and IgG detection by ELISA had similar sensitivities, while IgM detection by ELISA and the SAT had lower sensitivities than the Brucellacapt test (p = 0.012 and p <0.001, respectively). The Brucellacapt test had a higher specificity than IgM detection by ELISA (p = 0.016). However, no significant differences in the specificity between the Brucellacapt test, IgG detection and the SAT were found.

Comparative analysis of serological tests

While culture is considered the gold standard, the SAT was positive in 26 (81.25%) patients, IgM detection by ELISA was positive in 27 (84.38%) patients, IgG detection by ELISA was positive in 23 (71.88%) patients and the Brucellacapt test was positive in 30 (93.75%) patients (Table 3). The Brucellacapt test had a similar sensitivity to IgM detection and the SAT but a higher sensitivity than IgG detection (p = 0.039). When IgM detection was combined with IgG detection, ELISA (IgG + IgM) had a similar sensitivity to the Brucellacapt test.

Table 3. Results of the culture, SAT, ELISA and Brucellacapt performed on 86 brucellosis patients.

Cases SAT: n (%) IgM: n (%) IgG: n (%) Brucellacapt: n (%)
Positive Negative Positive Negative Positive Negative Positive Negative
Total (N = 86) 64(74.42) 22(25.58) 85(98.84) 1(1.16) 85(98.84) 1(1.16) 76(88.37) 10(11.63)
Culture positive (n = 32) 26(81.25) 6(18.75) 27(84.38) 5(15.62) 23(71.88) 9(28.12) 30(93.75) 2(6.25)
Culture negative (n = 54) 38(70.37) 16(29.63) 37(68.52) 17(31.48) 53(98.15) 1(1.85) 46(85.19) 8(14.81)

Titers ≥1:100 were considered as SAT positive; IgG or IgM was considered positive when an index greater than 11 was detected, while titers of 1/160 and above indicated positivity on the Brucellacapt test.

Abbreviations: SAT, standard tube agglutination, IgM, IgM antibodies detection by ELISA; IgG, IgG antibodies detection by ELISA.

We subsequently combined different IgM, IgG and Brucellacapt tests to identify the best combination for the diagnosis of human brucellosis. As shown in Table 2, ELISA (IgG + IgM) was found to be more sensitive than the Brucellacapt test in detecting brucellosis (P = 0.012), whereas the Brucellacapt test had a higher specificity (100%) (P = 0.002). Considering the sensitivity and specificity, the combination of IgG detection by ELISA and the Brucellacapt test had excellent diagnostic efficacy, with 98.84% sensitivity and 93.65% specificity.

Discussion

Brucella infection remains endemic in northeast China, and the incidence of brucellosis has increased in recent years [21,22]. Brucellosis is treatable, but this infection can lead to a severe and prolonged illness in humans in certain cases [6,23]. Early and reliable diagnosis followed by appropriate antibiotic treatment is crucial, thus preventing chronic disease and focal complications [24,25]. Although the interpretation of serological tests is usually difficult, especially in patients with chronic brucellosis, reinfection or recurrence and those in epidemic areas, serological methods play a key role in the routine diagnosis of brucellosis [10]. To overcome limitations of serological tests used to diagnose brucellosis, the combination of various serological tests, including different test methods, may be helpful in ensuring quality.

The most popular serologic tests for the diagnosis of human brucellosis are the SAT, the Rose Bengal test (RBT), the Coombs test and ELISA. According to their overall accuracy in clinical settings, these test systems can be ranked as follows: ELISA > RBT > SAT > Coombs test [13].

ELISA can be used to reliably diagnose human brucellosis and is more sensitive than the SAT and RBT [14,26,27]. However, the sensitivity and specificity of ELISA for the detection of antibodies against Brucella spp. differ among studies. Araj GF et al. [27] compared ELISA with the SAT and Coombs test, and the sensitivities of IgG and IgM detection by ELISA were 91% and 100%, respectively, while the specificity was 100% for both. In contrast, in a study conducted by Memish et al. [28], the sensitivity and specificity were 45.5% and 97.1% for IgM and 79% and 100% for IgG, respectively; however, when the two ELISA results were evaluated together, the sensitivity and specificity were 94.1% and 97.1%, respectively. In our study, the sensitivity (88.37%) of IgG detection was higher than that of both IgM detection (74.42%) and the SAT (74.42%). We found that combined IgG and IgM results significantly improved the sensitivity (98.84%) but decreased the specificity (84.13%), which was similar to the results of previous studies [12,26]. Therefore, ELISA can diagnose human brucellosis with high sensitivity [13] but may not have sufficient specificity to be used as a diagnostic tool [29].

With the progression of the disease, IgG agglutinating antibodies gradually shift to nonagglutinating IgG antibodies [30]. Coombs test is necessary for the identification of blocking antibodies in the serologic diagnosis of Brucella infection. However, this kind of experiment is not routinely carried out in many clinical laboratories because it is technically difficult and requires skilled personnel.

The Brucellacapt test detects agglutinating and nonagglutinating antibodies [14] and is thus suggested to be a possible substitute for the Coombs test [14,15]. In accordance with these findings [31,32], the results of our study also clearly demonstrated that the Brucellacapt test had higher specificity in the diagnosis of human brucellosis. In contrast, Ardic et al. [33] found that the sensitivity, specificity, PPV and NPV of the Brucellacapt test (1/160) were 97.3%, 55.6%, 90% and 83.3%, respectively. The results may be related to the phase of Brucella infection. Another important observation from this study is that the best cutoff titer for the Brucellacapt test is ≥1:160, not 1:320. When titers ≥1/320 was used as a diagnostic threshold, the Brucellacapt test sensitivity decreased slightly. In addition, the Brucellacapt test was previously reported to have good sensitivity and specificity in the diagnosis of chronic brucellosis [14]. However, negative Brucellacapt results were observed in chronic brucellosis patients in this study.

For reliable serological diagnosis of human brucellosis, at least two different tests are needed: one based on a high-sensitivity screening method, and another based on more specific methods to confirm the preliminary test results. In addition, from a clinician’s perspective, the predictive value or probability of disease given a test result is the most important aspect of test performance [34]. In our study, ELISA had a high sensitivity (98.84%) and NPV (98.15%), making it a very useful tool for the rapid screening of endemic populations. The Brucellacapt test has excellent specificity and a high PPV (exceeding 100%), allowing the determination of whether the patient is truly positive for brucellosis. Taken together, the combination of IgG detection by ELISA and the Brucellacapt test seems to have the best sensitivity and specificity compared to the other tests used in this study. The remarkable sensitivity and specificity make IgG detection by ELISA combined with the Brucellacapt test very useful for the diagnosis of the disease in suspected patients and for the rapid screening of endemic populations.

A limitation of this study is that only 149 serum samples were tested. In the future, more samples from multiple centers need to be tested to determine the sensitivity and specificity in various contexts and patient types. There is no perfect diagnosis reference for Brucella infection, so using culture (or dynamic increases in SAT titers) as a reference, estimates of sensitivity and specificity will always be biased. Additionally, the combined tests need to be tested in epidemic regions to assess their value as a practical initial diagnostic test for brucellosis.

Conclusion

Diagnosis of Brucellosis in humans is still a great challenge. Serological diagnosis of human brucellosis is imperfect but essential. Based on the results of this study, we believe that the combined use of IgG detection by ELISA and the Brucellacapt test has presented greater capacity for positive and negative classification of brucellosis in suspected patients. It can promote the correct identification of cases, improve and standardize the clinical management of brucellosis.

Supporting information

S1 Data. Supporting data for Table 1.

(XLSX)

S2 Data. Supporting data for Table 2.

(XLSX)

S3 Data. Supporting data for Table 3.

(XLSX)

S1 Material. Serological and Brucella culture results of all patients.

(XLSX)

S2 Material. Results of SAT, ELISA and Brucellacapt tests performed on 50 healthy individuals.

(XLSX)

S3 Material. Supplementary statistical analysis and results.

(DOCX)

Data Availability

All relevant data are within the manuscript and its Supporting Information files.

Funding Statement

The author(s) received no specific funding for this work.

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PLoS Negl Trop Dis. doi: 10.1371/journal.pntd.0011131.r001

Decision Letter 0

David O'Callaghan, Javier Pizarro-Cerda

10 Aug 2022

Dear Dr Wang

Thank you very much for submitting your manuscript "Evaluating the efficacy of serological testing of clinical specimens collected from patients with suspected brucellosis" for consideration at PLOS Neglected Tropical Diseases. As with all papers reviewed by the journal, your manuscript was reviewed by members of the editorial board and by several independent reviewers. In light of the reviews (below this email), we would like to invite the resubmission of a significantly-revised version that takes into account the reviewers' comments.

  

We cannot make any decision about publication until we have seen the revised manuscript and your response to the reviewers' comments. Your revised manuscript is also likely to be sent to reviewers for further evaluation.

When you are ready to resubmit, please upload the following:

[1] A letter containing a detailed list of your responses to the review comments and a description of the changes you have made in the manuscript. Please note while forming your response, if your article is accepted, you may have the opportunity to make the peer review history publicly available. The record will include editor decision letters (with reviews) and your responses to reviewer comments. If eligible, we will contact you to opt in or out.

[2] Two versions of the revised manuscript: one with either highlights or tracked changes denoting where the text has been changed; the other a clean version (uploaded as the manuscript file).

Important additional instructions are given below your reviewer comments.

Please prepare and submit your revised manuscript within 60 days. If you anticipate any delay, please let us know the expected resubmission date by replying to this email. Please note that revised manuscripts received after the 60-day due date may require evaluation and peer review similar to newly submitted manuscripts.

Thank you again for your submission. We hope that our editorial process has been constructive so far, and we welcome your feedback at any time. Please don't hesitate to contact us if you have any questions or comments.

Sincerely,

David O'Callaghan

Guest Editor

PLOS Neglected Tropical Diseases

Javier Pizarro-Cerda

Section Editor

PLOS Neglected Tropical Diseases

***********************

The reviewers feel that it is an interesting report. However, from their comments below, you will see that both have raised several points that need clarification and improvement.

These include a clarification over the study design, the definition of a positive brucellosis case and the use of appropriate statistical tests and reevaluation of the data.

Further to the reviewers comments, I have a few points that should also be addressed

The supplementary table is not very useful in its present form. First, the serological results should be given in the table for all the patients, second, the patients where a Brucella strain was isolated should be identified. Finally, rather than having the patients listed by number, please list them by duration of illness at diagnosis.

L123. you read the Absorbance A450, not optical density, Same for line 127

There were 31 positive blood cultures and one synovial fluid. Does this represent 32 patients, or were there multiple positive samples form patients?

L156, what is a case of 'nonbrucellosis;? This is not a disease, please reword. As you use these patients as a control group, please describe which infections these patients had. this is important to rule out the possibility of cross reactivity.

I am in full agreement with reviewer 1, that it is ESSENTIAL to include an age matched healthy control group. This is also essential when describing the changes in blood biochemistry,

L 223 -6 and 299-9 The manufacturers instructions say that the limit of positivity with BrucellaCapt is 1/160. This is obviously based on extensive testing, what is the rational to alter the criteria to 1/320? It is evident that this will decrease the sensitivity and NPV.

On the same line, you define 1/100 as positive with the SAT. I know that this is the titer defined by Chinese Law, but it is different from the recommendations in other countries (1/80; 120IU). How does difference effect your analysis? Please also indicate which positive serum was used and whether it was calibrated?

L301-2 You comment that some chronic patients were negative with BrucellaCapt. Please support this by giving the full serological and culture results of these patients in a table rather than leaving the reader to find it in the supplemental table

David O'Callaghan (Guest Editor)

Reviewer's Responses to Questions

Key Review Criteria Required for Acceptance?

As you describe the new analyses required for acceptance, please consider the following:

Methods

-Are the objectives of the study clearly articulated with a clear testable hypothesis stated?

-Is the study design appropriate to address the stated objectives?

-Is the population clearly described and appropriate for the hypothesis being tested?

-Is the sample size sufficient to ensure adequate power to address the hypothesis being tested?

-Were correct statistical analysis used to support conclusions?

-Are there concerns about ethical or regulatory requirements being met?

Reviewer #1: The methods are clear although the criterion used to select the Brucellosis infection samples should be clarified and a true group of negative samples tested (see comments to authors).

Reviewer #2: McNamar’s test - please check the spelling

Was the study multicentric? or conducted in a single hospital? The information is not clear

How the specificity, sensitivity, and positive (PPVs) and negative predictive values (NPVs) were calculated? Using a frequentist approach I presume. It should be clearly explained in M&M and the authors should provide a reference for the calculation.

Were confidence interval calculated? How?

--------------------

Results

-Does the analysis presented match the analysis plan?

-Are the results clearly and completely presented?

-Are the figures (Tables, Images) of sufficient quality for clarity?

Reviewer #1: The results are simple and clear but they should be reinterpreted after it is clarified how the positive samples were selected and, if necessary, modified accordingly. The same when a true negative group of samples are evaluated.

Reviewer #2: The other criteria used for the classification of cases without isolation should be clearly mentioned. How many patients were PCR positive among the cases for example?

The univariate analysis of the variables possibly associated with brucellosis is poorly suited to the inference of risk factors as it does not consider confounding factors, collinearity, etc. A multivariate model would be more suitable and informative.

How the results of different tests were combined? Considering a parallel testing? In this case how the final sensitivity and specificity were calculated? Did the authors considered that the results of the test are not indenpedent? Was the covariance between the tests estimated and considered in the calculation of combined Se and Sp? It must

Figure would be of great help to understand the data

--------------------

Conclusions

-Are the conclusions supported by the data presented?

-Are the limitations of analysis clearly described?

-Do the authors discuss how these data can be helpful to advance our understanding of the topic under study?

-Is public health relevance addressed?

Reviewer #1: As with the results conclusions should be reevaluated once it is clarified how the positive samples were selected and, if necessary, modified accordingly. The same when a true negative group of samples are evaluated.

Reviewer #2: The analysis should be reviewed considering that the tests are not independent (they are all measuring anti-brucella antibodies)

--------------------

Editorial and Data Presentation Modifications?

Use this section for editorial suggestions as well as relatively minor modifications of existing data that would enhance clarity. If the only modifications needed are minor and/or editorial, you may wish to recommend “Minor Revision” or “Accept”.

Reviewer #1: (No Response)

Reviewer #2: Major revision

--------------------

Summary and General Comments

Use this section to provide overall comments, discuss strengths/weaknesses of the study, novelty, significance, general execution and scholarship. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. If requesting major revision, please articulate the new experiments that are needed.

Reviewer #1: The paper by Xu et. al. describes the evaluation of several serological tests for the diagnosis of human brucellosis in patients with a potential active infection. The authors recruited 149 patients with a febrile illness compatible with brucellosis and evaluated five different techniques: blood culture, SAT, ELISA (IgG and IgM) and Brucellacapt. Using these tests, either individually or in combination, the authors propose the better combination that maximizes sensitivity and specificity.

The manuscript is clear in the goals and the methods, and the conclusions are simple. Despite this a couple of things are not clear and should be clarified and modified.

1- What it is not clear is what criteria was used to diagnose brucellosis on the 149 patients. They state that a patient was diagnosed with brucellosis if it was blood culture positive or had a positive SAT. With this criterion 86 patients out of the 149 were included as positives. 32 were blood culture positive and 26 of these had SAT positive implying that 5 were negative which would mean that, out of the 86 considered as Brucellosis positive, 81 should be SAT positive. This is not what Table 2 shows. There it is stated that 64 of the 86 samples were SAT positive. This is all very confusing, if the criteria to diagnose brucellosis was SAT positive how is it possible that the sensitivity of the method is after this selection was only 74%? The correct way to evaluate this is to take one test as the gold standard and then compare the other ones against this group. As it is described, the analysis is very confusing.

2- The negative samples also have problems as all these samples come from potential infections (symptomatic). A true negative control group should be sera from healthy individuals.

Reviewer #2: it is an interesting article as it uses prospective sampling to assess the diagnostic sensitivity and specificity of serological tests for human brucellosis. In this sense, as it uses the same tests for definition of cases and non-cases, it has greater reilability of estimation than studies conducted in the case control format. However, the statistical approach used for the analysis is unclear and seems inadequate.

--------------------

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Reviewer #1: No

Reviewer #2: No

Figure Files:

While revising your submission, please upload your figure files to the Preflight Analysis and Conversion Engine (PACE) digital diagnostic tool, https://pacev2.apexcovantage.com. PACE helps ensure that figures meet PLOS requirements. To use PACE, you must first register as a user. Then, login and navigate to the UPLOAD tab, where you will find detailed instructions on how to use the tool. If you encounter any issues or have any questions when using PACE, please email us at figures@plos.org.

Data Requirements:

Please note that, as a condition of publication, PLOS' data policy requires that you make available all data used to draw the conclusions outlined in your manuscript. Data must be deposited in an appropriate repository, included within the body of the manuscript, or uploaded as supporting information. This includes all numerical values that were used to generate graphs, histograms etc.. For an example see here: http://www.plosbiology.org/article/info%3Adoi%2F10.1371%2Fjournal.pbio.1001908#s5.

Reproducibility:

To enhance the reproducibility of your results, we recommend that you deposit your laboratory protocols in protocols.io, where a protocol can be assigned its own identifier (DOI) such that it can be cited independently in the future. Additionally, PLOS ONE offers an option to publish peer-reviewed clinical study protocols. Read more information on sharing protocols at https://plos.org/protocols?utm_medium=editorial-email&utm_source=authorletters&utm_campaign=protocols

PLoS Negl Trop Dis. doi: 10.1371/journal.pntd.0011131.r003

Decision Letter 1

David O'Callaghan, Javier Pizarro-Cerda

17 Nov 2022

Dear Dr Wang.

Thank you for submitting a revised manuscript. You will see that both reviewers are happy with the way that you have addressed the majority of their comments.

However, Reviewer 2 still has major concerns over the statistical analysis used in the study. I invite you to address these concerns in a revised manuscript.

We look forwards to receiving a revised manuscript.

Best wishes

Dr David O'Callaghan. Guest Editor.

We cannot make any decision about publication until we have seen the revised manuscript and your response to the reviewers' comments. Your revised manuscript is also likely to be sent to reviewers for further evaluation.

When you are ready to resubmit, please upload the following:

[1] A letter containing a detailed list of your responses to the review comments and a description of the changes you have made in the manuscript. Please note while forming your response, if your article is accepted, you may have the opportunity to make the peer review history publicly available. The record will include editor decision letters (with reviews) and your responses to reviewer comments. If eligible, we will contact you to opt in or out.

[2] Two versions of the revised manuscript: one with either highlights or tracked changes denoting where the text has been changed; the other a clean version (uploaded as the manuscript file).

Important additional instructions are given below your reviewer comments.

Please prepare and submit your revised manuscript within 60 days. If you anticipate any delay, please let us know the expected resubmission date by replying to this email. Please note that revised manuscripts received after the 60-day due date may require evaluation and peer review similar to newly submitted manuscripts.

Thank you again for your submission. We hope that our editorial process has been constructive so far, and we welcome your feedback at any time. Please don't hesitate to contact us if you have any questions or comments.

Sincerely,

David O'Callaghan

Guest Editor

PLOS Neglected Tropical Diseases

Javier Pizarro-Cerda

Section Editor

PLOS Neglected Tropical Diseases

***********************

Dear Dr Wang.

Thank you for submitting a revised manuscript. You will see that both reviewers are happy with the way that you have addressed the majority of their comments.

However, Reviewer 2 still has major concerns over the statistical analysis used in the study. I invite you to address these concerns in a revised manuscript.

We look forwards to receiving a revised manuscript.

Best wishes

Dr David O'Callaghan. Guest Editor.

Reviewer's Responses to Questions

Key Review Criteria Required for Acceptance?

As you describe the new analyses required for acceptance, please consider the following:

Methods

-Are the objectives of the study clearly articulated with a clear testable hypothesis stated?

-Is the study design appropriate to address the stated objectives?

-Is the population clearly described and appropriate for the hypothesis being tested?

-Is the sample size sufficient to ensure adequate power to address the hypothesis being tested?

-Were correct statistical analysis used to support conclusions?

-Are there concerns about ethical or regulatory requirements being met?

Reviewer #1: (No Response)

Reviewer #2: the "multivariate" statistical model used was not properly described, neither a description of the model nor of the references used. In addition, in the combinations of tests evaluated, the tests were considered independent to calculate Se and Sp, which is not true (all are basically measuring the same thing), the probability of the occurrence of one result is associated with the probability of another test. Thus, it would be necessary to evaluate the covariance between them and consider the value in the simulations of use in parallel.

--------------------

Results

-Does the analysis presented match the analysis plan?

-Are the results clearly and completely presented?

-Are the figures (Tables, Images) of sufficient quality for clarity?

Reviewer #1: (No Response)

Reviewer #2: biased based on the statistical approach used

--------------------

Conclusions

-Are the conclusions supported by the data presented?

-Are the limitations of analysis clearly described?

-Do the authors discuss how these data can be helpful to advance our understanding of the topic under study?

-Is public health relevance addressed?

Reviewer #1: (No Response)

Reviewer #2: either

--------------------

Editorial and Data Presentation Modifications?

Use this section for editorial suggestions as well as relatively minor modifications of existing data that would enhance clarity. If the only modifications needed are minor and/or editorial, you may wish to recommend “Minor Revision” or “Accept”.

Reviewer #1: (No Response)

Reviewer #2: (No Response)

--------------------

Summary and General Comments

Use this section to provide overall comments, discuss strengths/weaknesses of the study, novelty, significance, general execution and scholarship. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. If requesting major revision, please articulate the new experiments that are needed.

Reviewer #1: The authors have addressed my questions and concerns.

Reviewer #2: (No Response)

--------------------

PLOS authors have the option to publish the peer review history of their article (what does this mean?). If published, this will include your full peer review and any attached files.

If you choose “no”, your identity will remain anonymous but your review may still be made public.

Do you want your identity to be public for this peer review? For information about this choice, including consent withdrawal, please see our Privacy Policy.

Reviewer #1: No

Reviewer #2: No

Figure Files:

While revising your submission, please upload your figure files to the Preflight Analysis and Conversion Engine (PACE) digital diagnostic tool, https://pacev2.apexcovantage.com. PACE helps ensure that figures meet PLOS requirements. To use PACE, you must first register as a user. Then, login and navigate to the UPLOAD tab, where you will find detailed instructions on how to use the tool. If you encounter any issues or have any questions when using PACE, please email us at figures@plos.org.

Data Requirements:

Please note that, as a condition of publication, PLOS' data policy requires that you make available all data used to draw the conclusions outlined in your manuscript. Data must be deposited in an appropriate repository, included within the body of the manuscript, or uploaded as supporting information. This includes all numerical values that were used to generate graphs, histograms etc.. For an example see here: http://www.plosbiology.org/article/info%3Adoi%2F10.1371%2Fjournal.pbio.1001908#s5.

Reproducibility:

To enhance the reproducibility of your results, we recommend that you deposit your laboratory protocols in protocols.io, where a protocol can be assigned its own identifier (DOI) such that it can be cited independently in the future. Additionally, PLOS ONE offers an option to publish peer-reviewed clinical study protocols. Read more information on sharing protocols at https://plos.org/protocols?utm_medium=editorial-email&utm_source=authorletters&utm_campaign=protocols

PLoS Negl Trop Dis. doi: 10.1371/journal.pntd.0011131.r005

Decision Letter 2

David O'Callaghan, Stuart D Blacksell

30 Jan 2023

Dear doctor gang,

We are pleased to inform you that your manuscript 'Evaluating the efficacy of serological testing of clinical specimens collected from patients with suspected brucellosis' has been provisionally accepted for publication in PLOS Neglected Tropical Diseases.

Before your manuscript can be formally accepted you will need to complete some formatting changes, which you will receive in a follow up email. A member of our team will be in touch with a set of requests.

Please note that your manuscript will not be scheduled for publication until you have made the required changes, so a swift response is appreciated.

IMPORTANT: The editorial review process is now complete. PLOS will only permit corrections to spelling, formatting or significant scientific errors from this point onwards. Requests for major changes, or any which affect the scientific understanding of your work, will cause delays to the publication date of your manuscript.

Should you, your institution's press office or the journal office choose to press release your paper, you will automatically be opted out of early publication. We ask that you notify us now if you or your institution is planning to press release the article. All press must be co-ordinated with PLOS.

Thank you again for supporting Open Access publishing; we are looking forward to publishing your work in PLOS Neglected Tropical Diseases.

Best regards,

David O'Callaghan

Guest Editor

PLOS Neglected Tropical Diseases

Javier Pizarro-Cerda

Academic Editor

PLOS Neglected Tropical Diseases

***********************************************************

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Reviewer's Responses to Questions

Key Review Criteria Required for Acceptance?

As you describe the new analyses required for acceptance, please consider the following:

Methods

-Are the objectives of the study clearly articulated with a clear testable hypothesis stated?

-Is the study design appropriate to address the stated objectives?

-Is the population clearly described and appropriate for the hypothesis being tested?

-Is the sample size sufficient to ensure adequate power to address the hypothesis being tested?

-Were correct statistical analysis used to support conclusions?

-Are there concerns about ethical or regulatory requirements being met?

Reviewer #1: (No Response)

Reviewer #2: (No Response)

**********

Results

-Does the analysis presented match the analysis plan?

-Are the results clearly and completely presented?

-Are the figures (Tables, Images) of sufficient quality for clarity?

Reviewer #1: (No Response)

Reviewer #2: (No Response)

**********

Conclusions

-Are the conclusions supported by the data presented?

-Are the limitations of analysis clearly described?

-Do the authors discuss how these data can be helpful to advance our understanding of the topic under study?

-Is public health relevance addressed?

Reviewer #1: (No Response)

Reviewer #2: (No Response)

**********

Editorial and Data Presentation Modifications?

Use this section for editorial suggestions as well as relatively minor modifications of existing data that would enhance clarity. If the only modifications needed are minor and/or editorial, you may wish to recommend “Minor Revision” or “Accept”.

Reviewer #1: (No Response)

Reviewer #2: (No Response)

**********

Summary and General Comments

Use this section to provide overall comments, discuss strengths/weaknesses of the study, novelty, significance, general execution and scholarship. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. If requesting major revision, please articulate the new experiments that are needed.

Reviewer #1: (No Response)

Reviewer #2: (No Response)

**********

PLOS authors have the option to publish the peer review history of their article (what does this mean?). If published, this will include your full peer review and any attached files.

If you choose “no”, your identity will remain anonymous but your review may still be made public.

Do you want your identity to be public for this peer review? For information about this choice, including consent withdrawal, please see our Privacy Policy.

Reviewer #1: No

Reviewer #2: No

PLoS Negl Trop Dis. doi: 10.1371/journal.pntd.0011131.r006

Acceptance letter

David O'Callaghan, Stuart D Blacksell

6 Feb 2023

Dear doctor Wang,

We are delighted to inform you that your manuscript, "Evaluating the efficacy of serological testing of clinical specimens collected from patients with suspected brucellosis," has been formally accepted for publication in PLOS Neglected Tropical Diseases.

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Associated Data

    This section collects any data citations, data availability statements, or supplementary materials included in this article.

    Supplementary Materials

    S1 Data. Supporting data for Table 1.

    (XLSX)

    S2 Data. Supporting data for Table 2.

    (XLSX)

    S3 Data. Supporting data for Table 3.

    (XLSX)

    S1 Material. Serological and Brucella culture results of all patients.

    (XLSX)

    S2 Material. Results of SAT, ELISA and Brucellacapt tests performed on 50 healthy individuals.

    (XLSX)

    S3 Material. Supplementary statistical analysis and results.

    (DOCX)

    Attachment

    Submitted filename: Responses to Reviewer Comments.docx

    Attachment

    Submitted filename: Responses to Reviewer Comments.docx

    Data Availability Statement

    All relevant data are within the manuscript and its Supporting Information files.


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