Literature DB >> 35141154

A Comparative Study on the Accuracy and Efficacy Between Dalton and CINtec® PLUS p16/Ki-67 Dual Stain in Triaging HPV-Positive Women.

Ying Li1, Yunfeng Fu1, Bei Cheng1, Xing Xie1, Xinyu Wang1.   

Abstract

BACKGROUND: CINtec® PLUS p16/Ki-67 dual-stained cytology (DS) is an alternative test to cytology in triaging human papillomavirus (HPV)-positive women. Dalton p16/Ki-67 Dual Stain kit employs the similar immunocytochemical detection and operating procedures with CINtec® PLUS, but its accuracy and efficacy in triaging HPV-positive women need to be evaluated.
METHODS: A total of 717 HPV-positive specimens of cervical exfoliated cells were included. Cytology, Dalton, and CINtec® PLUS were subsequently performed, and two DS tests were separately completed in each of the same specimens. The results of two DS tests were head-to-head compared, and their efficacies to identify high-grade cervical intraepithelial neoplasia (CIN) were evaluated, using histopathology of biopsy as the golden standard.
RESULTS: The overall positive rate of two DS tests were 28.31% for Dalton and 33.89% for CINtec® PLUS (p < 0.05); both rose with the increased severity of histopathological and cytological abnormalities. Compared to CINtec® PLUS, the positive rate of Dalton was significantly lower in the normal histopathology group (p < 0.05) and lower, but not significantly, in mild abnormal histopathology and cytology NILM and LSIL groups. Two DS tests showed a good consistency (Kappa value, 0.63; 95% CI, 0.557-0.688), with 100% of consistency in the cytology HSIL group. Inconsistency occurred mainly in the cytology NILM and LSIL groups, with more Dalton negative but CINtec® PLUS positive. Compared to CINtec® PLUS, Dalton showed similar sensitivity (94.59% vs. 91.89%), but significantly higher specificity (75.29% vs. 69.26%, p = 0.013) and accuracy (76.29% vs. 70.43%, p = 0.012), with a larger area under the curve (AUC) of 0.849 (95% CI, 0.800-0.899) for identifying CIN3+. The similar results were observed when identifying CIN2+.
CONCLUSIONS: Dalton presents the lower false positive rate and better efficacy in identifying high-grade CIN than CINtec® PLUS, suggesting that Dalton may be superior to CINtec® PLUS and an alternative technique for triaging primary HPV-positive women in cervical cancer screening.
Copyright © 2022 Li, Fu, Cheng, Xie and Wang.

Entities:  

Keywords:  cervical cancer; cervical cancer screening; cervical intraepithelial neoplasia; human papillomavirus; p16/Ki-67 dual stain

Year:  2022        PMID: 35141154      PMCID: PMC8818758          DOI: 10.3389/fonc.2021.815213

Source DB:  PubMed          Journal:  Front Oncol        ISSN: 2234-943X            Impact factor:   6.244


Introduction

Globally, cervical cancer remains the third most common malignancy in women, with approximately 601,000 new cases and 260,000 deaths annually (1). A large number of clinical trials and practices have shown that screening, using cytology and/or human papillomavirus (HPV) testing, is an effective way to reduce the incidence and mortality of cervical cancer. Within the last decade, the strategy of cervical cancer screening has been gradually shifting from primary cytology to primary HPV testing worldwide (2). Multiple professional societies, such as the American Cancer Society (ACS) (3), the American Society for Colposcopy and Cervical Pathology (ASCCP) (4), the European Society of Gynecologic Oncology and the European Federation of Colposcopy (ESGO-EFC) (5), and the US Preventive Services Task Force (USPSTF) (6), have recommended primary HPV testing to be preferred for cervical cancer screening. It has been proven that HPV testing is highly sensitive but lowly specific for identifying high-grade cervical intraepithelial neoplasia (CIN), especially in young women. Thus, HPV-positive women should be further triaged by another test to avoid unnecessary colposcopy referral. Cytology is a preferred examination for triaging HPV-positive women because of its high specificity, but it is a subjective judgment, and the accuracy depends on the professional level of the cytologist (7). There is increasing evidence that p16/Ki-67 dual-stained cytology (DS) can be used as an alternative test for triaging HPV-positive women (8–10). Such a kind of DS tests can overcome the uncertainty of cytology through objective markers. In KPNC, ATHENA, and several other studies, DS test has been shown to have better performance compared to cytology for the detection of CIN3+/CIN2+ in HPV-positive women (11–16). CINtec® PLUS is one of the DS techniques specific to p16 and Ki-67, and its accuracy has been clinically and epidemiologically validated. CINtec® PLUS has also been used as the comparator standard for evaluating various DS tests (17, 18). Dalton p16/Ki-67 Dual Stain kit is a product by Hangzhou Dalton Biosciences, China, which contains a mixture of mouse anti-human p16 antibody and rabbit anti-human Ki-67 antibody. The corresponding enzyme-labeled reagent of Dalton is a cocktail of horseradish peroxidase (HRP)-labeled goat anti-mouse IgG antibody and alkaline phosphatase (AP)-labeled goat anti-rabbit IgG antibody. Dalton also employs immunocytochemical detection and has similar operating procedures with CINtec® PLUS, but its accuracy and efficacy for triaging HPV-positive women have not been evaluated up to date. In this study, we separately performed Dalton and CINtec® PLUS p16/Ki-67 dual stain in each of the same specimens of cervical exfoliated cells from 717 HPV-positive Chinese women, head-to-head compared the results of detection between two DS tests, and analyzed the efficacy of two DS tests in triaging HPV-positive women, using histopathology of biopsy as the golden standard. The aim of our study was to assess the value of Dalton p16/Ki-67 dual stain in triaging HPV-positive women.

Subjects and Methods

Subject Recruitment and Sample Collection

A total of 6,175 results of HPV testing were reviewed, which were from women who had received HPV testing in gynecological clinic of Women’s Hospital, School of Medicine, Zhejiang University, China, during September 2020 to May 2021, and those HPV-positive women were retrieved. The exclusion criteria from the study were ① previously confirmed CIN, cervical cancer, or other malignancies ②; previous therapeutic procedure to cervix ③; pregnancy ④; unsatisfactory sampling or insufficient amount of cells for test ⑤; no final histopathological diagnosis, and ⑥ refusing to sign informed consent. Finally, 717 HPV-positive women, aged 20–69 years (median age, 41 years), were included in this study ( ). Written informed consents were obtained from all participants.
Figure 1

Flowchart of subject recruitment. HPV, human papillomavirus; NILM, negative for intraepithelial lesion or malignancy; ASC-US, atypical squamous cells of undetermined significance; LSIL, low-grade squamous intraepithelial lesion; ASC-H, atypical squamous cells, cannot rule out high-grade squamous intraepithelial lesion; HSIL, high-grade squamous intraepithelial lesions. aIncluded 3 of SCC (squamous cell carcinoma), 1 of AC (adenocarcinoma) and 1 of AGC-NOS (atypical glandular cell of undetermined significance).

Flowchart of subject recruitment. HPV, human papillomavirus; NILM, negative for intraepithelial lesion or malignancy; ASC-US, atypical squamous cells of undetermined significance; LSIL, low-grade squamous intraepithelial lesion; ASC-H, atypical squamous cells, cannot rule out high-grade squamous intraepithelial lesion; HSIL, high-grade squamous intraepithelial lesions. aIncluded 3 of SCC (squamous cell carcinoma), 1 of AC (adenocarcinoma) and 1 of AGC-NOS (atypical glandular cell of undetermined significance). All subjects received either HPV Hybrid Capture 2 assay® (HC2; Qiagen, Gaithersburg, MD) or Aptima® HPV Test (Aptima; Hologic, San Diego, CA). HPV testing was performed following the manufacturer’s instructions. The recommended cutoff value is relative light units/cutoff (RLU/CO) ratio ≥1.0 for HC2 assay and signal/cutoff (S/CO) ratio ≥1.0 for Aptima assay. Residual specimens of cervical exfoliated cells after Aptima test were collected for further liquid-based cytology (LBC) (ThinPrep®; Hologic, Marlborough, MA) and two DS tests. While in women receiving HC2 test, cervical exfoliated cells were resampled for LBC and two DS tests. All LBC slides were evaluated by at least two pathologists; when inconsistent diagnosis occurred, the slide was read by the third pathologist, and the final diagnosis was made by two of them whose diagnoses were the same. The cytological findings were interpreted and categorized per the 2014 Bethesda System (19).

p16/Ki-67 Dual Stain

Dalton and CINtec® PLUS p16/Ki-67 dual stain was separately completed in each of the same specimens of cervical exfoliated cells at a central laboratory (Dian Diagnostics Laboratories) using Dalton p16/Ki-67 Dual Stain kit (Dalton, Hangzhou, China) and CINtec® PLUS Cytology kit (Roche mtm Laboratories AG, Mannheim, Germany), respectively. Dalton and CINtec® PLUS DS slides were evaluated by two pathologists who were blind to each other. Positive p16/Ki-67 dual-stained cells were characterized by a brown cytoplasmic/nuclear signal for p16 overexpression and a red nuclear signal for Ki-67 expression within the same cell ( ). The presence of at least one double-stained cell was sufficient to score the sample as positive, regardless of the morphological appearance (20). All specimens were conducted per the manufacturer’s instructions and stored at room temperature.
Figure 2

Representative photos of p16/Ki-67 dual stain cytology. Cervical exfoliated cells negative (A) and positive (B) for for Dalton, negative (C), and positive (D) for CINtec® PLUS, respectively. The brown cytoplasm/nuclear signal showed p16 staining alone, and the red nuclear signal showed Ki-67 staining alone. The positive p16/Ki-67 dual stain cell had both brown and red signal, which reflected the colocalization of p16 and Ki-67 in the same cell.

Representative photos of p16/Ki-67 dual stain cytology. Cervical exfoliated cells negative (A) and positive (B) for for Dalton, negative (C), and positive (D) for CINtec® PLUS, respectively. The brown cytoplasm/nuclear signal showed p16 staining alone, and the red nuclear signal showed Ki-67 staining alone. The positive p16/Ki-67 dual stain cell had both brown and red signal, which reflected the colocalization of p16 and Ki-67 in the same cell.

Colposcopy and Histopathological Examination

All HPV-positive women in this study underwent colposcopy with at least one biopsy taken according to colposcopy images, and most of them received multiple biopsies in order to improve the detection rate for CIN (21, 22). Final diagnoses were made by histopathological findings classified according to the CIN nomenclature (23).

Statistical Analysis

The chi-square test was used to compare proportions among different groups. Cohen’s kappa was calculated to estimate interobserver consistency between Dalton and CINtec® PLUS. Categorical variables [sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), and accuracy] were summarized using percentages and 95% confidence interval (CI). Likelihood ratio positive (LR+), likelihood ratio negative (LR−), and the receiver operating characteristic (ROC) curve with 95% CI were used to assess the efficacy in detecting high-grade lesions (including CIN3+ and CIN2+). Data were analyzed with software SPSS21.0 and VassarStats (online). All statistical tests were two-sided, and the value of p < 0.05 was considered statistically significant.

Results

Of the 717 HPV-positive women, 223 (31.10%) received HC2 assay, and other 494 (68.90%) received Aptima assay. For cytology, 331 (46.16%) were abnormal, including 139 (41.99%) of ASC-US (atypical squamous cells of undetermined significance), 125 (37.77%) of LSIL (low-grade squamous intraepithelial lesion), 49 (14.80%) of ASC-H (atypical squamous cells, cannot rule out high-grade squamous intraepithelial lesion), 13 (3.93%) of HSIL (high-grade squamous intraepithelial lesions), 3 (0.91%) of SCC (squamous cell carcinoma), 1 (0.30%) of AC (adenocarcinoma), and 1 (0.30%) of AGC-NOS (atypical glandular cell of undetermined significance). The remaining 386 specimens were NILM (negative for intraepithelial lesion or malignancy) ( ). The final histopathological diagnoses of all subjects were 468 (65.27%) of normal, 169 (23.57%) of CIN1, 43 (6.00%) of CIN2, 29 (4.04%) of CIN3, and 8 (1.12%) of invasive cancer, including 6 squamous cell carcinomas and 2 adenocarcinomas. Dual-stained cytology for p16/Ki-67 was separately performed by Dalton and CINtec® PLUS test in the same sample, and the representative stains of two DS tests were displayed in . The overall positive rates of DS were 28.31% (203/717) for Dalton and 33.89% (243/717) for CINtec® PLUS, with a significant difference between them (p < 0.05) ( ). and displayed the positive distribution of DS by Dalton and CINtec® PLUS in different histopathological and cytological subgroups, respectively. The DS positive rates of both tests rose with the increased severity of histopathological and cytological abnormalities. Compared to CINtec® PLUS, the positive rate of Dalton was significantly lower in the normal histopathology group (p < 0.05) and slightly lower in mild abnormal histopathology and cytology NILM and LSIL groups.
Table 1

The positivity of Dalton and CINtec® PLUS p16/Ki-67 Dual Stain in different histopathology groups.

HistologyTotalDalton+CINtec® PLUS+ p-value
NN (%)N (%)
Normal46884 (17.95%)109 (23.29%)0.043 a
CIN116949 (28.99%)64 (37.87%)0.084
CIN24335 (81.40%)36 (83.72%)0.776
CIN32927 (93.10%)27 (93.10%)1.000
Cancer88 (100.00%)7 (87.50%)<0.001 a
Total717203 (28.31%)243 (33.89%)0.022 a

CIN, cervical intraepithelial neoplasia.

A significance between groups (p < 0.05).

Table 2

The positivity of Dalton and CINtec® PLUS p16/Ki-67 Dual Stain in different cytology groups.

CytologyTotalDalton+CINtec® PLUS+ p-value
NN (%)N (%)
NILM38676 (19.69%)96 (24.87%)0.084
ASC-US13941 (29.50%)43 (30.94%)0.794
LSIL12536 (28.80%)50 (40.00%)0.062
ASC-H4933 (67.35%)37 (75.51%)0.371
HSIL1312 (92.31%)12 (92.31%)1.000
Others a 55 (100%)5 (100%)1.000

NILM, negative for intraepithelial lesion or malignancy; ASC-US, atypical squamous cells of undetermined significance; LSIL, low-grade squamous intraepithelial lesion; ASC-H, atypical squamous cells, cannot rule out high-grade squamous intraepithelial lesion; HSIL, high-grade squamous intraepithelial lesions.

Included 3 of SCC (squamous cell carcinoma), 1 of AC (adenocarcinoma) and 1 of AGC-NOS (atypical glandular cell of undetermined significance).

The positivity of Dalton and CINtec® PLUS p16/Ki-67 Dual Stain in different histopathology groups. CIN, cervical intraepithelial neoplasia. A significance between groups (p < 0.05). The positivity of Dalton and CINtec® PLUS p16/Ki-67 Dual Stain in different cytology groups. NILM, negative for intraepithelial lesion or malignancy; ASC-US, atypical squamous cells of undetermined significance; LSIL, low-grade squamous intraepithelial lesion; ASC-H, atypical squamous cells, cannot rule out high-grade squamous intraepithelial lesion; HSIL, high-grade squamous intraepithelial lesions. Included 3 of SCC (squamous cell carcinoma), 1 of AC (adenocarcinoma) and 1 of AGC-NOS (atypical glandular cell of undetermined significance). Totally, 37 specimens were Dalton positive but CINtec® PLUS negative, while 77 were Dalton negative but CINtec® PLUS positive, as shown in . A good consistency was found between Dalton and CINtec® PLUS (Kappa value, 0.63; 95% CI, 0.557–0.688). Further analysis demonstrated complete consistency between two tests in the cytology HSIL group, and inconsistency mainly occurred in the cytology NILM and LSIL groups, with more Dalton negative but CINtec® PLUS positive, implying that Dalton may possess the potential of lower false positive rate than CINtec® PLUS in identifying high-grade lesions.
Table 3

Disagreement between Dalton and CINtec® PLUS p16/Ki-67 Dual Stain in different cytology groupsa,b.

NILMASC-USLSILASC-HHSILOtherTotal
Dalton(+)/CINtec® PLUS(−)1761220037
Dalton(−)/CINtec® PLUS(+)3782660077

Data were presented as case number.

kappa value = 0.63, 95% confidence intervals (CI) = 0.557–0.688.

NILM, negative for intraepithelial lesion or malignancy; ASC-US, atypical squamous cells of undetermined significance; LSIL, low-grade squamous intraepithelial lesion; ASC-H, atypical squamous cells, cannot rule out high-grade squamous intraepithelial lesion; HSIL, high-grade squamous intraepithelial lesions.

Disagreement between Dalton and CINtec® PLUS p16/Ki-67 Dual Stain in different cytology groupsa,b. Data were presented as case number. kappa value = 0.63, 95% confidence intervals (CI) = 0.557–0.688. NILM, negative for intraepithelial lesion or malignancy; ASC-US, atypical squamous cells of undetermined significance; LSIL, low-grade squamous intraepithelial lesion; ASC-H, atypical squamous cells, cannot rule out high-grade squamous intraepithelial lesion; HSIL, high-grade squamous intraepithelial lesions. The efficacy was further compared between Dalton and CINtec® PLUS for predicting high-grade CIN in HPV-positive women ( and ). In identifying CIN3+, the sensitivity, specificity, PPV, NPV, and accuracy of Dalton were 94.59%, 75.29%, 17.24%, 99.61%, and 76.29%, respectively. Among those, the specificity and accuracy of Dalton were significantly higher than those of CINtec® PLUS (both p < 0.05). Similar results were observed when identifying CIN2+. ROC curves showed that Dalton occupied a larger area under the curve (AUC) in predicting both CIN3+ (0.849; 95% CI, 0.800–0.899) and CIN2+ (0.833; 95% CI, 0.787–0.879). Our results together suggest that Dalton presents the better efficacy than CINtec® PLUS for identifying high-grade CIN in triaging HPV-positive women.
Table 4

Efficacy of Dalton and CINtec® PLUS p16/Ki-67 Dual Stain to identify CIN3+ and CIN2+ among 717 HPV-positive women.

TestDalton a CINtec® PLUS a p-value
Detection of CIN3+ (n = 37)
Sensitivity94.59% (82.47% to 99.06%)91.89% (76.98% to 97.88%)1.000
Specificity75.29% (71.84% to 78.46%)69.26% (65.62% to 72.69%)0.013 b
PPV17.24% (12.45% to 23.30%)13.99% (10.01% to 19.14%)0.345
NPV99.61% (98.44% to 99.93%)99.37% (98.00% to 99.83%)0.675
Accuracy76.29% (73.04% to 79.26%)70.43% (66.99% to 73.65%)0.012 b
LR+3.83 (3.29 to 4.46)2.99 (2.58 to 3.47)
LR-0.07 (0.02 to 0.28)0.12 (0.04 to 0.35)
Detection of CIN2+ (n = 80)
Sensitivity87.50% (77.76% to 93.52%)87.50% (77.76% to 93.52%)1.000
Specificity79.12% (75.71% to 82.17%)72.84% (69.18% to 76.23%)0.009 b
PPV34.48% (28.06% to 41.50%)28.81% (23.29% to 35.01%)0.198
NPV98.05% (96.33% to 99.00%)97.89% (96.03% to 98.92%)0.855
Accuracy80.06% (76.98% to 82.82%)74.48% (71.16% to 77.53%)0.012 b
LR+4.19 (3.53 to 4.98)3.22 (2.77 to 3.75)
LR-0.16 (0.09 to 0.28)0.17 (0.10 to 0.31)

Data were presented % or value, 95% confidence intervals (CI).

A significance between groups (p < 0.05).

CIN3+, cervical intraepithelial neoplasia grade 3 or worse; CIN2+, cervical intraepithelial neoplasia grade 2 or worse; HPV, human papillomavirus; PPV, positive predictive value; NPV, negative predictive value; LR+, likelihood ratio-positive; LR-, likelihood ratio–negative.

Figure 3

ROC curve analysis of Dalton and CINtec® PLUS in detecting CIN3+ (A) and CIN2+ (B). (A) The AUC were 0.849 (95% CI, 0.800-0.899) for Dalton and 0.806 (95% CI, 0.747-0.865) for CINtec® PLUS. (B) The AUC were 0.833 (95% CI, 0.787-0.879) for Dalton and 0.802 (95% CI, 0.754-0.849) for CINtec® PLUS. ROC, receiver operating characteristic; CIN3+, cervical intraepithelial neoplasia grade 3 or worse; CIN2+, cervical intraepithelial neoplasia grade 2 or worse; AUC, area under the curve.

Efficacy of Dalton and CINtec® PLUS p16/Ki-67 Dual Stain to identify CIN3+ and CIN2+ among 717 HPV-positive women. Data were presented % or value, 95% confidence intervals (CI). A significance between groups (p < 0.05). CIN3+, cervical intraepithelial neoplasia grade 3 or worse; CIN2+, cervical intraepithelial neoplasia grade 2 or worse; HPV, human papillomavirus; PPV, positive predictive value; NPV, negative predictive value; LR+, likelihood ratio-positive; LR-, likelihood ratio–negative. ROC curve analysis of Dalton and CINtec® PLUS in detecting CIN3+ (A) and CIN2+ (B). (A) The AUC were 0.849 (95% CI, 0.800-0.899) for Dalton and 0.806 (95% CI, 0.747-0.865) for CINtec® PLUS. (B) The AUC were 0.833 (95% CI, 0.787-0.879) for Dalton and 0.802 (95% CI, 0.754-0.849) for CINtec® PLUS. ROC, receiver operating characteristic; CIN3+, cervical intraepithelial neoplasia grade 3 or worse; CIN2+, cervical intraepithelial neoplasia grade 2 or worse; AUC, area under the curve.

Discussion

Dual stain for p16/Ki-67 is a kind of technique using immunohistochemistry specific to p16 and Ki-67, respectively. The p16, a cyclin-dependent kinase inhibitor, acts as a tumor suppressor in most cells (24), but HPV E7 oncoprotein mediates the degradation of retinoblastoma protein (Rb), and p16 exhibits oncogenic activity in HPV-transformed cervical cancer cells (25). Ki-67 is a positive marker for cell proliferation (26). In normal conditions, they usually do not co-express in the same cervical epithelial cell. Co-expression of two molecules indicates the deregulation of the cell cycle mediated by infected high-risk HPV and suggests the possibility of high-grade CIN (8). Previous studies revealed that CINtec® PLUS possessed improved performance, compared to cytology, for triaging HPV-positive women (11, 13, 15). CINtec® PLUS Cytology Test is an assay approved by the Food and Drug Administration (FDA, USA) (https://www.fda.gov/media/136682/download) and has been regarded as the comparator standard for evaluating various tests (17, 18, 27). However, no comparative study between CINtec® PLUS and other p16/Ki-67 DS stain test has been reported up to date. In this study, we head-to-head compared the DS results between Dalton and CINtec® PLUS in the same specimens from 717 HPV-positive women and found a good consistency between two tests with a kappa value of 0.63. Especially in the cytology HSIL group, two tests showed complete consistency. Inconsistency occurred mainly in the cytology NILM and LSIL groups, which showed more Dalton negative but CINtec® PLUS positive, combined with the fact that the positive rate of Dalton was much lower than that of CINtec® PLUS in normal and mild abnormal cytology groups, suggesting that Dalton may have the lower probability of false positive rate than CINtec® PLUS. A possible explanation for this phenomenon was that Dalton Ki-67 antibody displayed better visibility in DS-positive cells ( ), which might reduce the ambiguous judgment of the pathologist. Because of the low specificity of HPV test, a highly specific triage test is very important to reduce colposcopy referral in primary HPV screening. In view of its high specificity, cytology has been recommended as the preferred method for triaging HPV-positive women (5). Previous studies demonstrated that CINtec® PLUS had higher sensitivity, but similar specificity, than cytology (11, 13, 15). Thus, it seems that the specificity of CINtec® PLUS needs to be improved. In this study, we compared the efficacy between Dalton and CINtec® PLUS in predicting high-grade CIN and found that Dalton showed the significantly higher specificity (75.29% vs. 69.26%, p = 0.013) and accuracy (76.29% vs. 70.43%, p = 0.012) than CINtec® PLUS, with the equal sensitivity for identifying CIN3+, and the results were similar for identifying CIN2+. Moreover, we observed that Dalton occupied a larger AUC than CINtec® PLUS in identifying both CIN3+ and CIN2+. Our results together suggested that Dalton indeed increased the specificity but did not decrease the sensitivity, compared to CINtec® PLUS, in identifying high-grade CIN. Hence, Dalton may be a superior test to CINtec® PLUS for triaging HPV-positive women. There were still some limitations of our study. All the participants came from a gynecological clinic; the proportions of CIN or above and high-grade CIN or above were 34.73% (249/717) and 11.16% (80/717), respectively, in our series, both appeared to be higher than those in the general population, which implies that there may be bias in our samples. In addition, our cross-sectional study cannot evaluate the long-term risk of high-grade lesions in those Dalton-negative women. Therefore, a longitudinal study on Dalton is needed. In summary, we evaluated Dalton and CINtec® PLUS as triage tests in 717 HPV-positive women and observed a good consistency between the two tests. Inconsistency mainly occurred in normal and mild abnormal cytology with more Dalton negative but CINtec® PLUS positive. Using histopathological diagnosis of the biopsy as the golden standard, Dalton showed better efficacy than CINtec® PLUS with higher specificity and similar sensitivity in identifying high-grade CIN. Our results suggest that Dalton may be superior to CINtec® PLUS in identifying high-grade CIN and is an alternative technique for triaging primary HPV-positive women in cervical cancer screening.

Data Availability Statement

The original contributions presented in the study are included in the article/supplementary material. Further inquiries can be directed to the corresponding author.

Ethics Statement

The studies involving human participants were reviewed and approved by the Ethics Committees of Women’s Hospital, School of Medicine, Zhejiang University. The patients/participants provided their written informed consent to participate in this study.

Author Contributions

YL, YF, and BC had full access to all the data in the study and took responsibility for the integrity of the data and accuracy of the data analysis. XX and XW designed and organized the study. All authors contributed to the article and approved the submitted version.

Funding

This study was supported by the Key Research and Development Project of Zhejiang Province (2020C03025).

Conflict of Interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher’s Note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
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9.  Screening for cervical cancer precursors with p16/Ki-67 dual-stained cytology: results of the PALMS study.

Authors:  Hans Ikenberg; Christine Bergeron; Dietmar Schmidt; Henrik Griesser; Francisco Alameda; Claudio Angeloni; Johannes Bogers; Roger Dachez; Karin Denton; Jalil Hariri; Thomas Keller; Magnus von Knebel Doeberitz; Heinrich H Neumann; Luis M Puig-Tintore; Mario Sideri; Susanne Rehm; Ruediger Ridder
Journal:  J Natl Cancer Inst       Date:  2013-10-04       Impact factor: 13.506

10.  Global, Regional, and National Cancer Incidence, Mortality, Years of Life Lost, Years Lived With Disability, and Disability-Adjusted Life-Years for 29 Cancer Groups, 1990 to 2017: A Systematic Analysis for the Global Burden of Disease Study.

Authors:  Christina Fitzmaurice; Degu Abate; Naghmeh Abbasi; Hedayat Abbastabar; Foad Abd-Allah; Omar Abdel-Rahman; Ahmed Abdelalim; Amir Abdoli; Ibrahim Abdollahpour; Abdishakur S M Abdulle; Nebiyu Dereje Abebe; Haftom Niguse Abraha; Laith Jamal Abu-Raddad; Ahmed Abualhasan; Isaac Akinkunmi Adedeji; Shailesh M Advani; Mohsen Afarideh; Mahdi Afshari; Mohammad Aghaali; Dominic Agius; Sutapa Agrawal; Ayat Ahmadi; Elham Ahmadian; Ehsan Ahmadpour; Muktar Beshir Ahmed; Mohammad Esmaeil Akbari; Tomi Akinyemiju; Ziyad Al-Aly; Assim M AlAbdulKader; Fares Alahdab; Tahiya Alam; Genet Melak Alamene; Birhan Tamene T Alemnew; Kefyalew Addis Alene; Cyrus Alinia; Vahid Alipour; Syed Mohamed Aljunid; Fatemeh Allah Bakeshei; Majid Abdulrahman Hamad Almadi; Amir Almasi-Hashiani; Ubai Alsharif; Shirina Alsowaidi; Nelson Alvis-Guzman; Erfan Amini; Saeed Amini; Yaw Ampem Amoako; Zohreh Anbari; Nahla Hamed Anber; Catalina Liliana Andrei; Mina Anjomshoa; Fereshteh Ansari; Ansariadi Ansariadi; Seth Christopher Yaw Appiah; Morteza Arab-Zozani; Jalal Arabloo; Zohreh Arefi; Olatunde Aremu; Habtamu Abera Areri; Al Artaman; Hamid Asayesh; Ephrem Tsegay Asfaw; Alebachew Fasil Ashagre; Reza Assadi; Bahar Ataeinia; Hagos Tasew Atalay; Zerihun Ataro; Suleman Atique; Marcel Ausloos; Leticia Avila-Burgos; Euripide F G A Avokpaho; Ashish Awasthi; Nefsu Awoke; Beatriz Paulina Ayala Quintanilla; Martin Amogre Ayanore; Henok Tadesse Ayele; Ebrahim Babaee; Umar Bacha; Alaa Badawi; Mojtaba Bagherzadeh; Eleni Bagli; Senthilkumar Balakrishnan; Abbas Balouchi; Till Winfried Bärnighausen; Robert J Battista; Masoud Behzadifar; Meysam Behzadifar; Bayu Begashaw Bekele; Yared Belete Belay; Yaschilal Muche Belayneh; Kathleen Kim Sachiko Berfield; Adugnaw Berhane; Eduardo Bernabe; Mircea Beuran; Nickhill Bhakta; Krittika Bhattacharyya; Belete Biadgo; Ali Bijani; Muhammad Shahdaat Bin Sayeed; Charles Birungi; Catherine Bisignano; Helen Bitew; Tone Bjørge; Archie Bleyer; Kassawmar Angaw Bogale; Hunduma Amensisa Bojia; Antonio M Borzì; Cristina Bosetti; Ibrahim R Bou-Orm; Hermann Brenner; Jerry D Brewer; Andrey Nikolaevich Briko; Nikolay Ivanovich Briko; Maria Teresa Bustamante-Teixeira; Zahid A Butt; Giulia Carreras; Juan J Carrero; Félix Carvalho; Clara Castro; Franz Castro; Ferrán Catalá-López; Ester Cerin; Yazan Chaiah; Wagaye Fentahun Chanie; Vijay Kumar Chattu; Pankaj Chaturvedi; Neelima Singh Chauhan; Mohammad Chehrazi; Peggy Pei-Chia Chiang; Tesfaye Yitna Chichiabellu; Onyema Greg Chido-Amajuoyi; Odgerel Chimed-Ochir; Jee-Young J Choi; Devasahayam J Christopher; Dinh-Toi Chu; Maria-Magdalena Constantin; Vera M Costa; Emanuele Crocetti; Christopher Stephen Crowe; Maria Paula Curado; Saad M A Dahlawi; Giovanni Damiani; Amira Hamed Darwish; Ahmad Daryani; José das Neves; Feleke Mekonnen Demeke; Asmamaw Bizuneh Demis; Birhanu Wondimeneh Demissie; Gebre Teklemariam Demoz; Edgar Denova-Gutiérrez; Afshin Derakhshani; Kalkidan Solomon Deribe; Rupak Desai; Beruk Berhanu Desalegn; Melaku Desta; Subhojit Dey; Samath Dhamminda Dharmaratne; Meghnath Dhimal; Daniel Diaz; Mesfin Tadese Tadese Dinberu; Shirin Djalalinia; David Teye Doku; Thomas M Drake; Manisha Dubey; Eleonora Dubljanin; Eyasu Ejeta Duken; Hedyeh Ebrahimi; Andem Effiong; Aziz Eftekhari; Iman El Sayed; Maysaa El Sayed Zaki; Shaimaa I El-Jaafary; Ziad El-Khatib; Demelash Abewa Elemineh; Hajer Elkout; Richard G Ellenbogen; Aisha Elsharkawy; Mohammad Hassan Emamian; Daniel Adane Endalew; Aman Yesuf Endries; Babak Eshrati; Ibtihal Fadhil; Vahid Fallah Omrani; Mahbobeh Faramarzi; Mahdieh Abbasalizad Farhangi; Andrea Farioli; Farshad Farzadfar; Netsanet Fentahun; Eduarda Fernandes; Garumma Tolu Feyissa; Irina Filip; Florian Fischer; James L Fisher; Lisa M Force; Masoud Foroutan; Marisa Freitas; Takeshi Fukumoto; Neal D Futran; Silvano Gallus; Fortune Gbetoho Gankpe; Reta Tsegaye Gayesa; Tsegaye Tewelde Gebrehiwot; Gebreamlak Gebremedhn Gebremeskel; Getnet Azeze Gedefaw; Belayneh K Gelaw; Birhanu Geta; Sefonias Getachew; Kebede Embaye Gezae; Mansour Ghafourifard; Alireza Ghajar; Ahmad Ghashghaee; Asadollah Gholamian; Paramjit Singh Gill; Themba T G Ginindza; Alem Girmay; Muluken Gizaw; Ricardo Santiago Gomez; Sameer Vali Gopalani; Giuseppe Gorini; Bárbara Niegia Garcia Goulart; Ayman Grada; Maximiliano Ribeiro Guerra; Andre Luiz Sena Guimaraes; Prakash C Gupta; Rahul Gupta; Kishor Hadkhale; Arvin Haj-Mirzaian; Arya Haj-Mirzaian; Randah R Hamadeh; Samer Hamidi; Lolemo Kelbiso Hanfore; Josep Maria Haro; Milad Hasankhani; Amir Hasanzadeh; Hamid Yimam Hassen; Roderick J Hay; Simon I Hay; Andualem Henok; Nathaniel J Henry; Claudiu Herteliu; Hagos D Hidru; Chi Linh Hoang; Michael K Hole; Praveen Hoogar; Nobuyuki Horita; H Dean Hosgood; Mostafa Hosseini; Mehdi Hosseinzadeh; Mihaela Hostiuc; Sorin Hostiuc; Mowafa Househ; Mohammedaman Mama Hussen; Bogdan Ileanu; Milena D Ilic; Kaire Innos; Seyed Sina Naghibi Irvani; Kufre Robert Iseh; Sheikh Mohammed Shariful Islam; Farhad Islami; Nader Jafari Balalami; Morteza Jafarinia; Leila Jahangiry; Mohammad Ali Jahani; Nader Jahanmehr; Mihajlo Jakovljevic; Spencer L James; Mehdi Javanbakht; Sudha Jayaraman; Sun Ha Jee; Ensiyeh Jenabi; Ravi Prakash Jha; Jost B Jonas; Jitendra Jonnagaddala; Tamas Joo; Suresh Banayya Jungari; Mikk Jürisson; Ali Kabir; Farin Kamangar; André Karch; Narges Karimi; Ansar Karimian; Amir Kasaeian; Gebremicheal Gebreslassie Kasahun; Belete Kassa; Tesfaye Dessale Kassa; Mesfin Wudu Kassaw; Anil Kaul; Peter Njenga Keiyoro; Abraham Getachew Kelbore; Amene Abebe Kerbo; Yousef Saleh Khader; Maryam Khalilarjmandi; Ejaz Ahmad Khan; Gulfaraz Khan; Young-Ho Khang; Khaled Khatab; Amir Khater; Maryam Khayamzadeh; Maryam Khazaee-Pool; Salman Khazaei; Abdullah T Khoja; Mohammad Hossein Khosravi; Jagdish Khubchandani; Neda Kianipour; Daniel Kim; Yun Jin Kim; Adnan Kisa; Sezer Kisa; Katarzyna Kissimova-Skarbek; Hamidreza Komaki; Ai Koyanagi; Kristopher J Krohn; Burcu Kucuk Bicer; Nuworza Kugbey; Vivek Kumar; Desmond Kuupiel; Carlo La Vecchia; Deepesh P Lad; Eyasu Alem Lake; Ayenew Molla Lakew; Dharmesh Kumar Lal; Faris Hasan Lami; Qing Lan; Savita Lasrado; Paolo Lauriola; Jeffrey V Lazarus; James Leigh; Cheru Tesema Leshargie; Yu Liao; Miteku Andualem Limenih; Stefan Listl; Alan D Lopez; Platon D Lopukhov; Raimundas Lunevicius; Mohammed Madadin; Sameh Magdeldin; Hassan Magdy Abd El Razek; Azeem Majeed; Afshin Maleki; Reza Malekzadeh; Ali Manafi; Navid Manafi; Wondimu Ayele Manamo; Morteza Mansourian; Mohammad Ali Mansournia; Lorenzo Giovanni Mantovani; Saman Maroufizadeh; Santi Martini S Martini; Tivani Phosa Mashamba-Thompson; Benjamin Ballard Massenburg; Motswadi Titus Maswabi; Manu Raj Mathur; Colm McAlinden; Martin McKee; Hailemariam Abiy Alemu Meheretu; Ravi Mehrotra; Varshil Mehta; Toni Meier; Yohannes A Melaku; Gebrekiros Gebremichael Meles; Hagazi Gebre Meles; Addisu Melese; Mulugeta Melku; Peter T N Memiah; Walter Mendoza; Ritesh G Menezes; Shahin Merat; Tuomo J Meretoja; Tomislav Mestrovic; Bartosz Miazgowski; Tomasz Miazgowski; Kebadnew Mulatu M Mihretie; Ted R Miller; Edward J Mills; Seyed Mostafa Mir; Hamed Mirzaei; Hamid Reza Mirzaei; Rashmi Mishra; Babak Moazen; Dara K Mohammad; Karzan Abdulmuhsin Mohammad; Yousef Mohammad; Aso Mohammad Darwesh; Abolfazl Mohammadbeigi; Hiwa Mohammadi; Moslem Mohammadi; Mahdi Mohammadian; Abdollah Mohammadian-Hafshejani; Milad Mohammadoo-Khorasani; Reza Mohammadpourhodki; Ammas Siraj Mohammed; Jemal Abdu Mohammed; Shafiu Mohammed; Farnam Mohebi; Ali H Mokdad; Lorenzo Monasta; Yoshan Moodley; Mahmood Moosazadeh; Maryam Moossavi; Ghobad Moradi; Mohammad Moradi-Joo; Maziar Moradi-Lakeh; Farhad Moradpour; Lidia Morawska; Joana Morgado-da-Costa; Naho Morisaki; Shane Douglas Morrison; Abbas Mosapour; Seyyed Meysam Mousavi; Achenef Asmamaw Muche; Oumer Sada S Muhammed; Jonah Musa; Ashraf F Nabhan; Mehdi Naderi; Ahamarshan Jayaraman Nagarajan; Gabriele Nagel; Azin Nahvijou; Gurudatta Naik; Farid Najafi; Luigi Naldi; Hae Sung Nam; Naser Nasiri; Javad Nazari; Ionut Negoi; Subas Neupane; Polly A Newcomb; Haruna Asura Nggada; Josephine W Ngunjiri; Cuong Tat Nguyen; Leila Nikniaz; Dina Nur Anggraini Ningrum; Yirga Legesse Nirayo; Molly R Nixon; Chukwudi A Nnaji; Marzieh Nojomi; Shirin Nosratnejad; Malihe Nourollahpour Shiadeh; Mohammed Suleiman Obsa; Richard Ofori-Asenso; Felix Akpojene Ogbo; In-Hwan Oh; Andrew T Olagunju; Tinuke O Olagunju; Mojisola Morenike Oluwasanu; Abidemi E Omonisi; Obinna E Onwujekwe; Anu Mary Oommen; Eyal Oren; Doris D V Ortega-Altamirano; Erika Ota; Stanislav S Otstavnov; Mayowa Ojo Owolabi; Mahesh P A; Jagadish Rao Padubidri; Smita Pakhale; Amir H Pakpour; Adrian Pana; Eun-Kee Park; Hadi Parsian; Tahereh Pashaei; Shanti Patel; Snehal T Patil; Alyssa Pennini; David M Pereira; Cristiano Piccinelli; Julian David Pillay; Majid Pirestani; Farhad Pishgar; Maarten J Postma; Hadi Pourjafar; Farshad Pourmalek; Akram Pourshams; Swayam Prakash; Narayan Prasad; Mostafa Qorbani; Mohammad Rabiee; Navid Rabiee; Amir Radfar; Alireza Rafiei; Fakher Rahim; Mahdi Rahimi; Muhammad Aziz Rahman; Fatemeh Rajati; Saleem M Rana; Samira Raoofi; Goura Kishor Rath; David Laith Rawaf; Salman Rawaf; Robert C Reiner; Andre M N Renzaho; Nima Rezaei; Aziz Rezapour; Ana Isabel Ribeiro; Daniela Ribeiro; Luca Ronfani; Elias Merdassa Roro; Gholamreza Roshandel; Ali Rostami; Ragy Safwat Saad; Parisa Sabbagh; Siamak Sabour; Basema Saddik; Saeid Safiri; Amirhossein Sahebkar; Mohammad Reza Salahshoor; Farkhonde Salehi; Hosni Salem; Marwa Rashad Salem; Hamideh Salimzadeh; Joshua A Salomon; Abdallah M Samy; Juan Sanabria; Milena M Santric Milicevic; Benn Sartorius; Arash Sarveazad; Brijesh Sathian; Maheswar Satpathy; Miloje Savic; Monika Sawhney; Mehdi Sayyah; Ione J C Schneider; Ben Schöttker; Mario Sekerija; Sadaf G Sepanlou; Masood Sepehrimanesh; Seyedmojtaba Seyedmousavi; Faramarz Shaahmadi; Hosein Shabaninejad; Mohammad Shahbaz; Masood Ali Shaikh; Amir Shamshirian; Morteza Shamsizadeh; Heidar Sharafi; Zeinab Sharafi; Mehdi Sharif; Ali Sharifi; Hamid Sharifi; Rajesh Sharma; Aziz Sheikh; Reza Shirkoohi; Sharvari Rahul Shukla; Si Si; Soraya Siabani; Diego Augusto Santos Silva; Dayane Gabriele Alves Silveira; Ambrish Singh; Jasvinder A Singh; Solomon Sisay; Freddy Sitas; Eugène Sobngwi; Moslem Soofi; Joan B Soriano; Vasiliki Stathopoulou; Mu'awiyyah Babale Sufiyan; Rafael Tabarés-Seisdedos; Takahiro Tabuchi; Ken Takahashi; Omid Reza Tamtaji; Mohammed Rasoul Tarawneh; Segen Gebremeskel Tassew; Parvaneh Taymoori; Arash Tehrani-Banihashemi; Mohamad-Hani Temsah; Omar Temsah; Berhe Etsay Tesfay; Fisaha Haile Tesfay; Manaye Yihune Teshale; Gizachew Assefa Tessema; Subash Thapa; Kenean Getaneh Tlaye; Roman Topor-Madry; Marcos Roberto Tovani-Palone; Eugenio Traini; Bach Xuan Tran; Khanh Bao Tran; Afewerki Gebremeskel Tsadik; Irfan Ullah; Olalekan A Uthman; Marco Vacante; Maryam Vaezi; Patricia Varona Pérez; Yousef Veisani; Simone Vidale; Francesco S Violante; Vasily Vlassov; Stein Emil Vollset; Theo Vos; Kia Vosoughi; Giang Thu Vu; Isidora S Vujcic; Henry Wabinga; Tesfahun Mulatu Wachamo; Fasil Shiferaw Wagnew; Yasir Waheed; Fitsum Weldegebreal; Girmay Teklay Weldesamuel; Tissa Wijeratne; Dawit Zewdu Wondafrash; Tewodros Eshete Wonde; Adam Belay Wondmieneh; Hailemariam Mekonnen Workie; Rajaram Yadav; Abbas Yadegar; Ali Yadollahpour; Mehdi Yaseri; Vahid Yazdi-Feyzabadi; Alex Yeshaneh; Mohammed Ahmed Yimam; Ebrahim M Yimer; Engida Yisma; Naohiro Yonemoto; Mustafa Z Younis; Bahman Yousefi; Mahmoud Yousefifard; Chuanhua Yu; Erfan Zabeh; Vesna Zadnik; Telma Zahirian Moghadam; Zoubida Zaidi; Mohammad Zamani; Hamed Zandian; Alireza Zangeneh; Leila Zaki; Kazem Zendehdel; Zerihun Menlkalew Zenebe; Taye Abuhay Zewale; Arash Ziapour; Sanjay Zodpey; Christopher J L Murray
Journal:  JAMA Oncol       Date:  2019-12-01       Impact factor: 31.777

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1.  Significance of Triple Detection of p16/ki-67 Dual-Staining, Liquid-Based Cytology and HR HPV Testing in Screening of Cervical Cancer: A Retrospective Study.

Authors:  Li Yu; Xun Chen; Xubin Liu; Lingyan Fei; Hanyu Ma; Tian Tian; Liantang Wang; Shangwu Chen
Journal:  Front Oncol       Date:  2022-06-07       Impact factor: 5.738

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