Objective To Evaluation of Accuracy and Quality of Diagnostic Test of CEA for the Diagnosis of NSCLC in Chinese Patients. Methods We searched Chinese Biological Medicine Database (CBM, 1978 to 2009) and China National Knowledge Infrastructure (CNKI, 1994 to 2009). Diagnostic tests of CEA for the diagnosis of NSCLC were included. Data were extracted, and the quality of included studies was evaluated according to the six criteria of diagnostic tests. The heterogeneity test and The Summary Receiver Operating Characteristic (SROC) curve and meta-analyses were performed by MetaDisc. Results A total of 84 relevant articles were retrieved and 11 were included in our review. Eleven studies involving 925 patients (861 NSCLC patients, all diagnosed by the gold standard) were included. Meta-analyses showed that the heterogeneity among studies was high (P=0.000 2, I2=69.1%), the pooled sensitivity was 0.542 and the pooled specificity was 0.869. Subgroup analyses indicated that 5 of the studies which used the ECLIA (P=0.376, I2=5.4%, AUC= 0.748 3) and 4 of the studies which lung adenocarcinoma (P=0.186, I2=37.6%, AUC=0.900 2) and 4 of the studies which lung squamous cell carcinoma (P=0.955，I2=0.00%, AUC=0.762 0) had no heterogeneity. serum CEA is low sensitive and high specific on the diagnosis of NSCLC. The sensitivity and diagnostic accuracy rate of CEA were higher in adenocarcionoma than squamous cell cance. Conclusion CEA could be regarded as one of the reference tests in patients with NSCLC, Serum CEA is more sensitive and specific than lung squamous cell carcinoma on lung adenocarcinoma. but more high quality trials are required.
With the development of artificial intelligence, machine learning has been widely used in diagnosis of diseases. It is crucial to conduct diagnostic test accuracy studies and evaluate the performance of models reasonably to improve the accuracy of diagnosis. For machine learning-based diagnostic test accuracy studies, this paper introduces the principles of study design in the aspects of target conditions, selection of participants, diagnostic tests, reference standards and ethics.
Objective To evaluate the accuracy and quality of diagnostic test of Electrochemiluminescence immunoassay (ECLIA) in detecting A-fetal protein (AFP) for the diagnosis of liver cancer in Chinese patients. Methods We searched Chinese Biological Medicine Database (CBM, 1978 to 2005) and China National Knowledge Infrastructure (CNKI, 1994 to 2005). Diagnostic tests of ECLIA in detecting AFP for the diagnosis of liver cancer were included. Data were extracted, and the quality of included studies was evaluated according to the six criteria of diagnostic tests. Results Forty-eight studies were identified, but only 6 were included and none mentioned the indices about the accuracy. Conclusion The number of studies of ECLIA in detecting AFP for the diagnosis of liver caner is few and the quality is poor. We cannot draw the conclusion that ECLIA is better for sensitivity and specificity.
Objective To evaluate the diagnostic value of antikeratin antibody (AKA) for rheumatoid arthritis (RA). Methods Systematic and comprehensive literature was searched in PubMed (1966 to June 2010), The Cochrane Library (Issue 6, 2010), CBM (1978 to June 2010), CNKI (1994 to June 2010), VIP (1989 to June 2010), and CMA Digital Periodicals (1997 to June 2010). The diagnosis studies of antikeratin antibody for rheumatoid arthritis were included. The quality assessment of diagnostic accuracy studies (QUADAS) items were used to assess the quality of the included studies. The Meta-Disc (version 1.4) software was used to analyze the data. Results A total of 69 trials involving 14 890 participants were included. The results of meta-analyses showed that compared with the RA classification criteria revised by American Rheumatism Association (ARA), the summary sensitivity, specificity, positive likelihood ratio, negative likelihood ratio, OR value, and summary receiver operating characteristic curve of antikeratin antibody were 0.41 (0.39, 0.42), 0.94 (0.94, 0.95), 9.52 (7.21, 12.57), 0.63 (0.60, 0.66), 15.24 (11.62, 19.98), and 0.613 6, respectively. Conclusion Antikeratin antibody might be one of the most effective diagnoses for rheumatoid arthritis. The clinicians should combine other autoantibodies with AKA to diagnose rheumatoid arthritis.
ObjectivesTo analyze the cooperation and basic characteristics on systematic reviews/meta-analyses (SRs/MAs) in diagnostic test registered in PROSPERO platform, in order to provide reference for registering and preparing the SRs/MAs on diagnostic test.MethodsWe searched PROSPERO platform from inception to November 12th, 2017, to identify SRs/MAs on diagnostic test. Two reviewers independently screened records and extracted data by the inclusion and exclusion criteria. The forest figure was prepared by STATA 13.0 software. The figure of network of authors, organizations and countries were prepared by NetDraw software.ResultsA total of 240 SRs/MAs in diagnostic test were included. There was a serious imbalance in the quantity of the distribution of authors (1 050), organizations (360) and countries (34). These SRs/MAs in diagnostic test were related to 21 systematic diseases, with cancer ranking the first (52, 22%). Tissue biopsy was the most used gold standard, and imaging diagnosis was the most used diagnostic test. The most commonly retrieved English databases were PubMed, EMbase The Cochrane Library, while the Chinese databases were CNKI, WanFang Data and CBM. The search strategy were reported in 105 (43.8%) SRs/MAs on diagnostic test. The QUADAS-2 was used to assess the quality of included studies in 159 (66.3%) SRs/MAs in diagnostic test, and 105 (43.8%) SRs/MAs were supported by funding.ConclusionsThe absolute quantity of SRs/MAs in diagnostic test is still minimal. There are relationships among different authors, organizations and countries. The researcher should focus on the effective sizes and statistical methods in future.
ObjectiveTo systematically review the diagnostic value of the ultrasonographic elastography in the differential diagnosis of axillary lymph nodes in breast cancer.MethodsWe electronically searched the databases including The Cochrane Library, PubMed, CNKI, WanFang Data, VIP, MedaLink and CBM for studies about diagnostic value of the ultrasonographic elastography in the differential diagnosis of axillary lymph nodes in breast cancer from inception to October 2016. Two reviewers independently screened literature, extracted data and assessed the risk of bias of the included studies. Then meta-analysis was performed using MetaDisc 1.4 software.ResultsA total of 9 studies involving 735 lymph nodes were included. The results of meta-analysis showed that, the pooled sensitivity, pooled specificity, pooled positive likelihood ratio, pooled negative likelihood ratio and DOR were 0.82 (95%CI 0.78 to 0.86), 0.76 (95%CI 0.72 to 0.81), 3.32 (95%CI 2.57 to 4.27), 0.25 (95%CI 0.20 to 0.31), and 14.77 (95%CI 10.20 to 21.38), respectively. The AUC of the SROC curve was 0.8741.ConclusionUltrasonographic elastography has high sensitivity and specificity in the differential diagnosis of axillary lymph nodes in breast cancer, which indicates that it can be used to diagnosis axillary lymph nodes in breast cancer.
Objective To evaluate diagnostic value of antifilaggrin autoantibodies (AFA) for rheumatoid arthritis (RA). Methods A systematic, comprehensive literature search was conducted in PubMed (1966 to 2010.8), The Cochrane Library (issue 8, 2010), EMbase (1974 to 2010.8), CBM (1978 to 2010.8), CNKI (1994 to 2010.8), VIP (1989 to 2010.8) and Chinese Medical Association of Digital Periodicals (1997 to 2010.8). The diagnosis studies on AFA versus the standards of American College of Rheumatology for RA were included. QUADAS items were used to evaluate the quality of the included studies. Meta-disc software (version 1.4) was used to analyze data. Sensitivity (SEN), specificity (SPE), positive likelihood ratio (+LR), negative likelihood ratio (–LR) and summary receiver operating characteristic curve (SROC) were calculated to assess the diagnostic value of individual diagnostic tests. Results A total of 18 articles were included, involving 6 971 cases of subjects from 7 countries. Results of meta-analysis showed that, compared with the standards of American College of Rheumatology, pooled SEN, SPE, +LR, –LR, and SROC curve of AFA were 0.52 (0.50, 0.54), 0.93 (0.92, 0.94), 7.11 (5.35, 9.45), 0.53 (0.48, 0.60), 13.82 (9.93, 19.24), and 0.834 7, respectively. Conclusion IBT, ELISA detection of AFA are of high efficiency in the diagnosis of RA. However, the antigen from human breast skin is not conducive to clinical application.
ObjectiveTo explore the diagnostic value of HLA-B27 for ankylosing spondylitis (AS) in Chinese population. MethodsWe searched PubMed, EMbase, The Cochrane Library (Issue 8, 2015), CNKI, and WanFang data from inception to August 2015, to collect diagnostic studies about HLA-B27 for AS in Chinese population. Two reviewers independently screened literature, extracted data, and assessed the methodological quality of included studies. Then meta-analysis was performed by using Stata12.0 software. ResultsA total of 16 studies involving 3137 AS and 5617 suspect patients were finally included. The results of meta-analysis showed that the pooled Sen, Spe, +LR, -LR and DOR were 0.91(95%CI 0.89 to 0.93), 0.94(95%CI 0.91 to 0.96), 14.90(95%CI 9.60 to 23.10), 0.09(95%CI 0.08 to 0.12) and 157.00(95%CI 90.00 to 275.00), respectively. The AUC of SROC was 0.98(95%CI 0.93 to 0.97). ConclusionsHLA-B27 detection is of great diagnostic value for AS in Chinese population. However, due to the limited quality and quantity of the included studies, more long-term follow-up prospective studies are needed to verify the above conclusion.
ObjectiveTo systematically review the diagnostic value of HLA-B27 for ankylosing spondylitis (AS) in China. MethodsWe searched PubMed, The Cochrane Library (Issue 4, 2015), EMbase, CNKI, CBM, VIP and WanFang data from inception to April 2015, to collect diagnostic studies about HLA-B27 for AS in China. Two reviewers independently screened literature, extracted data and assessed the methodological quality of included studies. Then meta-analysis was performed using Meta-Disc 1.4 software. Pooled sensitivity (Sen), specificity (Spe), positive likelihood ratio (+LR), negative likelihood ratio (-LR), diagnostic odds ratio (DOR), and area under the curve (AUC) of summary receiver operating characteristic curve (SROC) were calculated to assess the diagnostic value of individual diagnostic tests. Subgroup analysis was stratified by detection methods of HLA-B27. ResultsA total of 18 studies involving 22 comparisons, with 3 670 AS patients and 28 389 health controls were finally included. The results of meta-analysis showed that the pooled Sen, Spe, +LR,-LR, and DOR were 0.92 (95%CI 0.90 to 0.93), 0.94 (95%CI 0.94 to 0.95), 16.22 (95%CI 13.63 to 19.29), 0.08 (95%CI 0.06 to 0.10), and 256.49 (95%CI 168.25 to 391.00), respectively. The AUC of SROC was 0.98. The result of subgroup analysis showed that there was no significant difference for flow cytometry (FCM) and Polymerase Chain Reaction with Sequence-Specific Primer (PCR-SSP) in HLA-B27 detection for AS (Z=7.915, P=0.960). ConclusionCurrent evidence indicates that HLA-B27 detection is of great diagnostic value for AS. At present, FCM and PCR-SSP shows no significant difference in HLA-B27 detection for AS. Due to the limitation of the quality of included studies, and the exclusion of the suspected patients, higher quality studies are needed to verify the above conclusion.
ObjectiveTo evaluate diagnostic value of 18F-FDG PET/CT for breast cancer and axillary lymph node metastases. MethodsLiterature search was conducted in PubMed (1966 to 2013.10, EMbase (1974 to 2013.10), The Cochrane Library (Issue 8, 2013), Web of Science (1950 to 2013.10), CBM (1978 to 2013.10), WanFang Data (1990 to 2013.10) and CNKI (1994 to 2013.10) to retrieve the diagnostic studies about PET/CT in the diagnosis of breast cancer and axillary lymph node metastasis. Two reviewers independently screened literature according to the inclusion and exclusion criteria, extracted data, and assessed methodological quality of included studies. Meta-analysis was then conducted using Meta-DiSc 1.4 software. ResultsA total of 25 studies involving 2 089 patients met the eligible criteria. With the comparison of pathological results used as the gold standard, pooled sensitivity (Sen) and specificity (Spe), pooled positive likelihood ratio (+LR), pooled negative likelihood ratio (-LR), pooled diagnostic odds ratio (DOR) and the area under (AUC) of the summary receiver-operating characteristic curve (SROC) were:a) for diagnosing breast cancer, 0.69 (95%CI 0.60 to 0.76), 0.98 (95%CI 0.94 to 1.00), 10.75 (95%CI 4.10 to 28.16), 0.16 (95%CI 0.02 to 1.13), 56.76 (95%CI 17.50 to 184.14), 0.962 6; and b) axillary lymph node metastases, 0.63 (95%CI 0.59 to 0.66), 0.92 (95%CI 0.91 to 0.94), 6.01 (95%CI 4.07 to 8.89), 0.39 (95%CI 0.30 to 0.50), 17.35 (95%CI 10.58 to 28.46), 0.866 4. Conclusion18F-FDG PET/CT has a middle-degree sensitivity and relatively good specificity in diagnosing breast cancer and axillary lymph node metastases which can be regarded as an effective and feasible method for preoperative staging of breast cancer.