Background
As of the beginning of 2022, the novel coronavirus named 2019 novel coronavirus (2019-nCoV) by the WHO remains a global pandemic [
1‐
3]. Pneumonia caused by the virus was called novel coronavirus pneumonia (COVID-19). Patients with severe 2019-nCoV infection may have difficulty breathing, multiple organ failure, or even death, which seriously threatens public health and safety [
4,
5]. In the "Novel Coronavirus Pneumonia Diagnosis and Treatment Plan (Trial Eighth Edition)" issued by the General Office of the National Health and Health Commission, the etiology and serological diagnostic standards for suspected cases are outlined in Articles 3 and 4 as follows: "Positive 2019-nCoV-specific IgM/IgG antibody results" and "2019-nCoV-specific IgG antibody change from negative to positive or the IgG antibody titer in the convalescent phase increases fourfold or more than that in the acute phase." [
6]. However, factors including specimen types, non-standardized specimen collection, transportation, varied infection duration, and individual discrepancies can lead to false-negative results in nucleic acid testing, affecting the disease diagnosis and treatment [
7,
8]. The abovementioned problems carry substantial risk, especially for preventing and controlling infectious diseases. Specific antibody detection could effectively compensate for nucleic acid detection deficiencies. Among them, the colloidal gold method is simple and has minimal requirements for the detection environment [
9,
10].
Moreover, the colloidal gold test is fast and highly specific, which has a certain value in rapidly identifying clinically suspected COVID‑19 cases with negative nucleic acid results [
11]. In this study, the colloidal gold method was adopted to detect 2019-nCoV-specific IgM/IgG antibodies in 13,329 patients in our hospital. The clinical records and relevant test results of the double-positive patients were analyzed to explore possible factors of false-positive results. Therefore, we aimed to effectively identify false-positive results and perfect the examination process to provide a factual basis for clinical or differential diagnosis.
Discussion
The immune response would be initiated during virus infection, in which cellular immunity and humoral immunity play a vital role in anti-viral therapy [
12]. After infection, pathogen-specific proteins, including nucleocapsid protein (NC) and spike protein (S) of 2019-nCoV, would effectively induce humoral immune response [
13], predominantly mediated by B lymphocytes. Once the body is infected, B lymphocytes can differentiate into plasmocytes and then synthesize and secrete antibodies, a kind of globulin with the immune function that can specifically bind to corresponding antigens. The IgM is the first antibody produced in the initial humoral immune response. The increase in IgM level indicates current infection, which can be used for early diagnosis of infection. Moreover, IgG is the most abundant antibody primarily produced during the second immune response. A study has shown that 2019-nCoV-specific IgM antibodies are produced 5 to 7 days after infection, while IgG antibodies are secreted 10 to 15 days after infection [
14].
Immunocolloidal gold is a diagnostic technique that uses colloidal gold as a tracer marker for qualitatively detecting biological macromolecules. The National Medical Products Administration of China approved the detection kits A and B used in this study. The study had found that the detection rates of IgM and IgG in the serum samples of 189 suspected patients with negative 2019-nCoV nucleic acid results were 59.8 and 52.9%, respectively, with an IgM/IgG combined detection rate as high as 66.1% [
15]. A study by Xu et al. [
16] shows that 16 patients were positive for 2019-nCoV IgM antibodies among 19 patients with negative nucleic acid test results but were diagnosed with COVID-19 based on clinical symptoms, with a positive rate of 84.21%. Moreover, there were 18 patients positive for 2019-nCoV IgG antibodies, with a positive rate reaching 94.74%. These results indicated that antibody detection could effectively compensate for the missed diagnosis of nucleic acid test, thus playing a vital role in the timely diagnosis and treatment of COVID-19 [
16]. An in-depth study revealed that in the early stage of infection, the sensitivity of the antibody detection exceeds that of the nucleic acid test. The sensitivity of the combined nucleic acid test and serum antibody detection can reach as high as 99.4%, which is 32.3% higher than that of nucleic acid detection alone [
17]. Also, higher levels of IgM and IgG antibodies can be detected in patients with severe COVID-19, which are closely related to the disease phase at detection [
18].
Although the 2019-nCoV-specific antibody test can compensate for the low positive rate, time-consuming, and high risk of nucleic acid testing, there are certain false-negative and false-positive results for the specific antibody test. The reasons for false negatives and false positives are mainly related to the pattern of antibody production and the inherent interference of immunological methods. Therefore, it is necessary to minimize the false-positives of IgM/IgG antibody detection from the methodological design and clinical applications to avoid misleading clinical diagnoses and the resulting medical resource waste and to effectively exert the value of specific antibody detection.
Protein fingerprinting technology comprises two parts: protein chip and time-of-flight mass spectrometry. There are over 50,000 proteins in the body; for each disease, a corresponding set of proteins is regulated and expressed. Similarly, pneumonia caused by viral infections such as the 2019‑nCoV and influenza induces protein expression. When the captured protein chip is put into the mass spectrometer, protein molecular ions produced under laser bombardment fly in the tube, generating a complete protein fingerprint spectrum. Based on proteomics and protein fingerprinting technology, differential proteins of the disease were identified and used for diagnosis and pathogenic mechanism research. Of those, protein fingerprinting technology lies at the core of this method. The employment of protein chips for serum sample purification is a key technology for the application.
In our study, the Ebio Reader 3700 fully automated time-of-flight mass spectrometry system developed by Beijing East–West Analytical Instrument Co., Ltd. was used as a platform. With the help of a weak cationic protein chip to capture specific proteins in the serum of pneumonia samples, the application program basis for rapid 2019-nCoV screening was established. According to research, the protein fingerprints of different families of 2019-nCoV (groups B and C) are similar. The accuracy of the map for 2019-nCoV positive and negative samples has reached 100%. The protein fingerprint of an asymptomatic patient was highly consistent with that of the positive map, though the nucleic acid test was negative. Moreover, the protein fingerprint of a weakly antibody-positive sample was in line with the negative map. Moreover, the clinical diagnosis of that patient was negative.
The 4 patients with positive results from both detection kits in this study were positive for a single antibody. The false-positives included antibodies cross-reaction after blood transfusion, immune antibodies cross-reaction after mycoplasma infection, and the endogenous interfering substances of FiB and HA. Clinical studies have pointed out that during blood transfusion, the risk of red blood cell sensitization increases by 1.0 to 1.5% for every 1 U of plasma or red blood cell transfusions. With multiple times of blood transfusions, the risk of production of the same antibody can be as high as 20% [
19]. Meanwhile, the probability of irregular antibody production increases [
20].
In case 1, the child had two red blood cell transfusions twice within two weeks. The irregular antibodies were produced after blood transfusions, which had cross-reactions with coating antigens, resulting in false-positives. After this false-positive case, we communicated with clinical physicians. We switched the specimen type from whole blood to plasma or serum, which reduced the false-positive rates caused by hemocytes to a certain extent.
In case 2, the FiB level of the patient was significantly higher than normal. However, when the FiB level returned to normal after 10 days, the antibody detection result was IgM (-) and IgG (-) at reexamination. According to other research, the FiB level would increase when the blood shows hypercoagulative status, which would interfere with coating specific antigens on colloidal gold and lead to false-positives [
21].
In case 3, the child had infectious mononucleosis, and the first antibody detection was interfered with by increased HA level, leading to false-positives. The antibody test result was IgM (-) and IgG (-) at reexamination after two weeks. HA is a multispecific immunoglobulin produced after antigenic stimulation and has a weak binding capacity to a wide range of immunoglobulins of the species [
22,
23]. Studies have found that HA in humans includes natural antibodies and autoantibodies. Most HAs are natural antibodies, the predominant types that interfere with antibody detection [
24]. First found in the serum of infectious mononucleosis patients, HA was found in 3% to 15% of healthy patients. HA was found in 3% to 15% of healthy patients. Cross-linking these heterophile antibodies can produce a false-positive reaction [
25].
In case 4, the patient had
MYCOPLASMA PNEUMONIA. The mycoplasma IgM antibody was positive, with a titer of > 1:640. Also, the FiB level was elevated. Interestingly, the antibody was negative as detected by the chemiluminescence method. Therefore, we considered that the cross-reaction of immune antibodies caused the false-positive result after mycoplasma infection and increased the FiB level [
26]. In most 2019-nCoV IgM/IgG antibody detections, S protein and/or N protein were adopted as targeted antigens. According to reports, immune cross-reaction was found between N protein and/or S protein of different coronaviruses [
27], and the overall specificity of RBD and S1 antigen is superior to S and N antigens [
17,
28,
29]. In the chemiluminescence assay, the sensitivity of acridinium ester-labeled neo-IgM and IgG as target antigens for coronavirus-specific antibodies was 70.24 and 96.1%, respectively; and the specificity was 96.2 and 92.41%, respectively [
30].
In addition, endogenous interfering substances such as rheumatoid factors [
31,
32], complement and lysozyme, and exogenous factors include hemolysis, prolonged storage time, contamination with microorganisms, incomplete coagulation, or insufficient centrifugation are also the reasons for false-positive results [
33].
The false-positive samples in this study were all positive for a single antibody, with no IgM ( +) and IgG ( +) results found, suggesting that the combined detection of 2019-nCoV-specific IgM/IgG can avoid the misleading of false-positives to some extent. The sensitivity and specificity of the colloidal gold IgM/IgG antibody combined detection kit was 88.66% and 90.63%, respectively [
34]. Single IgM/IgG positive is rare in clinical practice. Analysis of 58 patients who had presented with symptoms for 8–33 days showed that 94.83% of patients were positive for both IgM and IgG, while 1.72% and 3.45% of patients were only positive for IgM or IgG [
34]. Moreover, flow gaging immunochromatography technology was used to detect 2019-nCoV-specific antibodies in 397 confirmed cases and 128 healthy controls. The results showed that the sensitivity of the combined detection of IgM and IgG was higher than that of single IgM/IgG detection [
34]. For clinically suspected patients, the combined and dynamic detection of specific IgM/IgG antibodies can help determine whether the results of the initial antibody test were reliable, thereby avoiding false-positive results.
The corresponding improvement should be actively taken when the false-positive results of 2019-nCoV are discovered, including optimizing the inspection process, switching sample types, detailed collection of medical history, and interference analysis of certain diseases. The clinical data of the 4 cases is relatively complete. Also, the biological protein profile is used to detect the amino acid sequence of the whole proteome of 2019-nCoV. High accuracy carries certain significance for the reexamining of 2019-nCoV antibody-positive samples [
35]. Nevertheless, further large-scale clinical studies are needed to confirm whether protein fingerprinting can be used as a method to examine 2019-nCoV antibody-positive samples.
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