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Wang W, Zhu Y, Zhao G, Kong X, Chen C, Chen B. A new perspective of blood routine test for the prediction and diagnosis of hyperglycemia. BMC Endocr Disord 2025; 25:115. [PMID: 40281494 PMCID: PMC12023680 DOI: 10.1186/s12902-025-01940-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2025] [Accepted: 04/16/2025] [Indexed: 04/29/2025] Open
Abstract
BACKGROUND AND AIMS The presence of hyperglycemia induces alterations in the blood cell microenvironment. However, further investigations are warranted to comprehend the regulation of physiological parameter changes within the hyperglycemic cohort and validate their correlation. This study aims to investigate the correlation between hyperglycemia and peripheral blood physiological parameters, providing valuable insights for the screening and treatment of hyperglycemia. METHODS A retrospective study was conducted to analyze the demographic characteristics and blood routine test (blood RT) results of both the normal population and individuals with hyperglycemia. The distribution of abnormal blood RT results was compared between the hyperglycemic groups and the normal group. Univariate and multivariate logistic regression analyses were employed to investigate the correlation between blood RT results and levels of hyperglycemia. In addition, the stored red blood cells (RBCs) were placed in high glucose concentration and low glucose concentration environment, and the changes of physiological parameters of RBCs were observed after 35 days of storage. RESULTS The study included a total of 413 participants, with 202 individuals representing the normal population. Among these, there were 95 males (47.03%) and 107 females (52.97%). The hyperglycemia group consisted of individuals with impaired glucose tolerance (IGT) and diabetes mellitus (DM). Out of the total sample, 61 participants with IGT, consisting of 45 males (73.77%) and 16 females (26.23%). Additionally, there were 150 participants with DM, including 107 males (71.33%) and 43 females (28.67%). The prevalence of hyperglycemia showed a significant increase among males aged over 45 years (p < 0.05). The levels of white blood cell count (WBC), red blood cell count (RBC), hemoglobin (HGB), hematocrit (HCT), mean corpuscular volume (MCV), mean corpuscular hemoglobin concentration (MCHC) in the hyperglycemia group were significantly higher than those in the normal group (p < 0.05). The distribution of abnormal blood RT results revealed that the DM group had the highest proportion of abnormal WBC, while the IGT group exhibited the highest proportions of abnormal RBC, HGB, and HCT (p < 0.05). Univariate logistic regression analysis showed that WBC (odds ratio [OR], 1.422; 95% CI, 1.249-1.631), RBC (OR, 2.163; 95% CI, 1.449-3.270), HGB (OR, 1.033; 95% CI, 1.020-1.047), HCT (OR, 4.549; 95% CI, 0.569-8.591), MCH (OR, 1.175; 95% CI, 1.057-1.319), MCHC (OR, 1.071; 95% CI, 1.047-1.098) were the predictor indices for hyperglycemia (p < 0.05). Multivariate logistic regression analysis showed that WBC (OR, 1.434; 95% CI, 1.193-1.742) and MCHC (OR, 4.448; 95% CI, 0.084-237.9) were predictor indices for hyperglycemia (p < 0.05). The results of in vitro experiments demonstrated that the high glucose concentration significantly decreased MCV, while concurrently increasing MCHC and coefficient variation of the distribution width of the red blood cell (RDW-CV) (p < 0.05). CONCLUSION The present study revealed significant correlations between hyperglycemia and gender, age, as well as certain peripheral blood physiological parameters. Moreover, in vitro experiments provided further support for these associations. Consequently, peripheral blood physiological parameters can serve as valuable predictor indices for DM and IGT prevention, offering essential insights to enhance preventive strategies.
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Affiliation(s)
- Wei Wang
- Department of Laboratory, Suzhou Xiangcheng Centers for Disease Control and Prevention, Suzhou, China
| | - Yanjun Zhu
- Yan 'an Street Community Health Service, Centers of Longzihu District, Bengbu, China
| | - Guangchao Zhao
- Department of Blood Transfusion Medicine, School of Medicine, Jinling Hospital, Nanjing University, Nanjing, China
| | - Xiaojun Kong
- Department of Blood Transfusion, The Affiliated Jiangning Hospital with Nanjing Medical University, Nanjing, China
| | - Cai Chen
- Department of Blood Transfusion Medicine, School of Medicine, Jinling Hospital, Nanjing University, Nanjing, China.
| | - Binbin Chen
- Department of Laboratory, School of Medicine, Jinling Hospital, Nanjing University, Nanjing, China.
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Yu Z, Lu B, Han R, Tu C. Exploring the hemoglobin-to-red blood cell distribution width ratio (HRR) to peripheral arterial disease nexus: a comprehensive analysis of NHANES data from 1999 to 2004. Front Pharmacol 2025; 16:1529155. [PMID: 39911849 PMCID: PMC11794118 DOI: 10.3389/fphar.2025.1529155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2024] [Accepted: 01/06/2025] [Indexed: 02/07/2025] Open
Abstract
Objective This study aimed to investigate the correlation between the Hemoglobin-to-Red Blood Cell Distribution Width Ratio (HRR) and Peripheral Artery Disease (PAD) prevalence, utilizing data from the National Health and Nutrition Examination Survey (NHANES) between 1999 and 2004. Methods The study employed a cross-sectional design, analyzing data from 5,196 participants aged 40 and above. PAD was diagnosed using the Ankle-Brachial Index (ABI), with ABI less than 0.9 indicating PAD. HRR, calculated as the ratio of hemoglobin (HB) to red blood cell distribution width (RDW), was stratified into quartiles. Covariates included demographic and clinical variables such as BMI, lipid profiles, and diabetes status. Logistic regression analysis was conducted to assess the relationship between HRR and PAD, adjusting for potential confounders. Results The study found that higher HRR quartiles were associated with a decreased risk of PAD. After adjusting for confounders, the odds ratios for PAD in relation to the second, third, and fourth quartiles of HRR compared to the first quartile were 0.71, 0.62, and 0.44, respectively (P < 0.001). A one-unit increase in HRR corresponded to a 56% reduction in the probability of PAD. ROC analysis indicated HRR as a stronger protective factor for PAD compared to other variables. Stratified analyses revealed that younger age and lower BMI amplified the protective effect of HRR on PAD. Conclusion The study demonstrated a significant inverse relationship between HRR and PAD, suggesting that HRR may serve as a protective factor against PAD. This finding highlights the potential role of HRR in the pathogenesis of PAD and its clinical implications.
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Affiliation(s)
| | | | | | - Can Tu
- Interventional Department, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China
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Wei W, Feng B, Chen Z, Liu X, Xiao M, Hu H. Association of preoperative red blood cell width and postoperative 30-day mortality in patients undergoing non-cardiac surgery: a retrospective cohort study using propensity-score matching. Perioper Med (Lond) 2024; 13:95. [PMID: 39363316 PMCID: PMC11451129 DOI: 10.1186/s13741-024-00451-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Accepted: 09/16/2024] [Indexed: 10/05/2024] Open
Abstract
BACKGROUND In terms of predicting surgery mortality, it is controversial whether red blood cell width works independently. In non-cardiac surgery patients older than 18 years, we intend to examine the relationship between red blood cell width and postoperative 30-day mortality. METHODS In this retrospective cohort study, 90,785 Singapore General Hospital patients were matched by propensity score between January 1, 2012 and October 31, 2016. It was determined that red blood cell width at baseline and mortality within 30 days after surgery were the independent and dependent variables. We used a non-parametric multivariate logistic regression to balance the confounders among 7807 patients with high RDW and 7807 patients with non-high RDW in the propensity score matching. We investigated the association between RDW and 30-day mortality after surgery using the doubly robust estimation method. RESULTS Cohorts matched according to propensity score, the risk of 30-day mortality after surgery increased by 114.6.0% among the high RDW group (OR = 2.146, 95% CI 1.645-2.799, P < 0.00001). In the crude model, there was a significant association between RDW and 30-day mortality after surgery (OR = 1.877, 95% CI 1.476-2.388, P < 0.00001). In the propensity-score adjusted model, the risk of 30-day mortality after surgery in the high RDW group compared to the control group was not as high as in the non-adjusted model (OR = 1.867, 95% CI 1.467-2.376, P < 0.00001). Compared to non-high RDW group, the risk of 30-day mortality after surgery increased by 117.0% and 127.7% among high RDW group in the original cohort (OR 2.170, 95% CI 1.754-2.683, P < 0.00001) and the weighted cohort (OR 2.272, 95% CI 2.009-2.580, P < 0.00001), respectively. CONCLUSIONS According to the results of this observational, propensity score-matched cohort study, uncontrolled high RDW before surgery is associated with an increased risk of death within 30 days after surgery, that is to say, patients over the age of 18 with high preoperative RDW who undergo non-cardiac surgery have a worse postoperative prognosis than those with normal RDW.
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Affiliation(s)
- Wei Wei
- Department of Burn Plastic and Cosmetic Surgery, South China Hospital, Medical School, Shenzhen University, Shenzhen, Guangdong Province, 518116, China
| | - Bishan Feng
- Department of Hematology, Longgang District Central Hospital of Shenzhen, Shenzhen, Guangdong Province, 518000, China
| | - Zimiao Chen
- Department of Burn Plastic and Cosmetic Surgery, South China Hospital, Medical School, Shenzhen University, Shenzhen, Guangdong Province, 518116, China
| | - Xiaojie Liu
- Department of Burn Plastic and Cosmetic Surgery, South China Hospital, Medical School, Shenzhen University, Shenzhen, Guangdong Province, 518116, China
| | - Mengjing Xiao
- Department of Burn Plastic and Cosmetic Surgery, South China Hospital, Medical School, Shenzhen University, Shenzhen, Guangdong Province, 518116, China
| | - Haofei Hu
- Department of Nephrology, Shenzhen Second People's Hospital, No.3002 Sungang Road, Futian District, Shenzhen, Guangdong Province, 518000, China.
- Department of Nephrology, The First Affiliated Hospital of Shenzhen University, Shenzhen, Guangdong Province, 518000, China.
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Xi L, Fang F, Zhou J, Xu P, Zhang Y, Zhu P, Tu J, Sun Q. Association of hemoglobin-to-red blood cell distribution width ratio and depression in older adults: A cross sectional study. J Affect Disord 2024; 344:191-197. [PMID: 37832737 DOI: 10.1016/j.jad.2023.10.027] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 09/05/2023] [Accepted: 10/08/2023] [Indexed: 10/15/2023]
Abstract
BACKGROUND The association between hemoglobin-to-red blood cell distribution width ratio (HRR) and the depression in old adults was not clear. METHODS We extracted data on depression, general characteristics, lifestyle, medical history, drug use, and blood indicators from the National Health and Nutrition Examination Survey 2005-2018 to investigate the relationship between HRR and depression. RESULTS A total of 4141 individuals were evaluated, among whom 266 (6.4 %) were identified as having depression. HRR was significantly lower in the low depression group, and Spearman correlation analysis revealed an inverse association between HRR and depression scores (r = -0.148, P < 0.001). Multiple linear regression showed that HRR was associated with depression after adjusted for general characteristics, life style, medical history, drug use and blood indicators (P = 0.010). ROC analysis demonstrated that in participants with depression, the area under the curve (AUC) for HRR was 0.612, surpassing both Hb(0.586) and RDW(0.401). These findings were statistically significant (P < 0.05). LIMITATIONS Only participants aged 65-79 years are selected for this study and this was a cross-sectional study that can only represent an association between HRR and depression, but not a cause-and-effect relationship. CONCLUSIONS HRR, being more potent than Hb or RDW, emerges as an independent risk factor for depression. It has the potential to facilitate early depression detection, aiding in the prevention of clinical deterioration or relapses, and could also serve as a viable treatment target.
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Affiliation(s)
- Lijuan Xi
- Yangzhou University School of Nursing School of Public Health, Yangzhou, Jiangsu, China.
| | - Fang Fang
- Subei People's Hospital, Yangzhou, Jiangsu, China
| | - Jiajie Zhou
- Nanjing University Medical School, Nanjing, Jiangsu, China
| | - Peirong Xu
- Yangzhou University School of Nursing School of Public Health, Yangzhou, Jiangsu, China
| | - Yan Zhang
- Yangzhou University School of Nursing School of Public Health, Yangzhou, Jiangsu, China
| | - Pingting Zhu
- Yangzhou University School of Nursing School of Public Health, Yangzhou, Jiangsu, China
| | - Jiayuan Tu
- Yangzhou University School of Nursing School of Public Health, Yangzhou, Jiangsu, China
| | - Qiannan Sun
- Subei People's Hospital, Yangzhou, Jiangsu, China
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Jing J, Diao Y, Hao X, Zhao Y, Cheng X, Hu E, Lin J, Yuan C, Jia J, Liu J. Correlation of Sysmex-XN9000 and CellaVision Advanced RBC software on anisocytosis. Hematology 2023; 28:2248433. [PMID: 37642342 DOI: 10.1080/16078454.2023.2248433] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2023] [Accepted: 08/11/2023] [Indexed: 08/31/2023] Open
Abstract
OBJECTIVE This study aims to evaluate the consistency of heterogeneity degree of erythrocyte volume parameters between the blood automated analyzer Sysmex-XN9000 and the advanced red blood cell software CellaVisionDI-60. METHOD 500 blood samples of volunteers were analyzed by Sysmex-XN9000 and CellaVision-DI60. The sensitivity, specificity, positive predictive value, negative predictive value, false positive rate, and false negative rate were evaluated. The consistency of all parameters was tested. RESULT Taking the standard RBC group as the control group, the RBC parameters of the macrocytic and the microcytic group were compared. There was a statistical difference between the groups. ROC curve analysis showed that the best cutoff value of microcytic and of macrocytic affecting MCV were 4.1% and 5.7%, respectively. The best cutoff value of anisocytosis was 15.0%. The correlation coefficient between anisocytosis and red blood cell distribution width (RDW-CV) was 0.756. The sensitivity, specificity, positive predictive value and coincidence rate of anisocytosis were high. The false negative rate was 10.0%, and the false positive rate was 7.4%. CONCLUSION All parameters of the degree of heterogeneity have good accuracy and consistency in the two instruments. Anisocytosis is with higher coincidence rate and positive predictive value. MIC and MAC have a good prediction on the increase or decrease of MCV. Although advanced RBC software's false negative and false positive rates are high, the red blood cell image system is more intuitive and time-saving in observing cells. Consequently, CellaVision-DI60 is suggested to combine with XN-9000 for judging the anisocytosis in daily work comprehensively.
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Affiliation(s)
- Jing Jing
- Department of Clinical Laboratory Medicine, Xijing Hospital, Fourth Military Medical University (Air Force Medical University), Xi'an, People's Republic of China
| | - Yanjun Diao
- Department of Clinical Laboratory Medicine, Xijing Hospital, Fourth Military Medical University (Air Force Medical University), Xi'an, People's Republic of China
| | - Xiaoyan Hao
- Department of Clinical Laboratory Medicine, Xijing Hospital, Fourth Military Medical University (Air Force Medical University), Xi'an, People's Republic of China
| | - Yuan Zhao
- Department of Clinical Laboratory Medicine, Xijing Hospital, Fourth Military Medical University (Air Force Medical University), Xi'an, People's Republic of China
| | - Xiang Cheng
- Department of Clinical Laboratory Medicine, Xijing Hospital, Fourth Military Medical University (Air Force Medical University), Xi'an, People's Republic of China
| | - Enliang Hu
- Department of Clinical Laboratory Medicine, Xijing Hospital, Fourth Military Medical University (Air Force Medical University), Xi'an, People's Republic of China
| | - Jie Lin
- Department of Clinical Laboratory Medicine, Xijing Hospital, Fourth Military Medical University (Air Force Medical University), Xi'an, People's Republic of China
| | - Chong Yuan
- Department of Clinical Laboratory Medicine, Xijing Hospital, Fourth Military Medical University (Air Force Medical University), Xi'an, People's Republic of China
| | - Jingyuan Jia
- Department of Clinical Laboratory Medicine, Xijing Hospital, Fourth Military Medical University (Air Force Medical University), Xi'an, People's Republic of China
| | - Jiayun Liu
- Department of Clinical Laboratory Medicine, Xijing Hospital, Fourth Military Medical University (Air Force Medical University), Xi'an, People's Republic of China
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Tang X, Qiu L, Wang F, Liu S, Lü X, Chen X. Diagnostic value of procalcitonin and red blood cell distribution width at admission on the prognosis of patients with severe burns: A retrospective analysis. Int Wound J 2023; 20:3708-3716. [PMID: 37381890 PMCID: PMC10588303 DOI: 10.1111/iwj.14263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Accepted: 05/20/2023] [Indexed: 06/30/2023] Open
Abstract
The plasma procalcitonin (PCT) concentration and red blood cell distribution (RDW) value after severe burns can be used as prognostic indicators, but at present, it is difficult to give consideration to sensitivity and specificity in diagnosing the prognosis of severe burns with a single indicator. This study analysed the diagnostic value of plasma PCT concentration and RDW value at admission on the prognosis of severe burn patients to improve its sensitivity and specificity. A total of 205 patients with severe burns who were treated in the First Affiliated Hospital of Anhui Medical University from November 2017 to November 2022 were retrospectively analysed. The optimal cut-off values of plasma PCT concentration and RDW were analysed and counted through the subject curve (ROC curve). According to the cut-off value, patients were divided into high PCT group and low PCT group, high RDW group and low RDW group. The independent risk factors of severe burns were analysed by single-factor and multiple-factor COX regression. Kaplan-Meier survival was used to analyse the mortality of high PCT group and low PCT group, high RDW group and low RDW group. The area under the curve of plasma PCT concentration and RDW value at admission was 0.761 (95% CI, 0.662-0.860, P < .001), 0.687 (95% CI, 0.554-0.820, P = .003) respectively, and the optimal cut-off values of serum PCT concentration and RDW were 2.775 ng/mL and 14.55% respectively. Cox regression analysis found that age, TBSA, and RDW were independent risk factors for mortality within 90 days after severe burns. Kaplan-Meier survival analysis showed that there was a significant difference in the 90-day mortality rate of severe burns between the PCT ≥ 2.775 ng/mL group and the PCT < 2.775 ng/mL group (log-rank: 24.162; P < .001), with the mortality rate of 36.84% versus 5.49%, respectively. The 90-day mortality rate of severe burns was significantly different between the RDW ≥ 14.55% group and the RDW < 14.55% group (log-rank: 14.404; P < .001), with the mortality rate of 44% versus 12.2% respectively. The plasma PCT concentration and RDW value at admission are both of diagnostic value for the 90-day mortality of severe burns, but the plasma PCT concentration has higher sensitivity and the RDW value has higher specificity. Age, TBSA, and RDW were independent risk factors for severe burns, and then plasma PCT concentration was not independent risk factors.
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Affiliation(s)
- Xu‐Dong Tang
- Department of BurnsThe First Affiliated Hospital of Anhui Medical UniversityHefeiAnhuiChina
| | - Le Qiu
- Department of BurnsThe First Affiliated Hospital of Anhui Medical UniversityHefeiAnhuiChina
| | - Fei Wang
- Department of BurnsThe First Affiliated Hospital of Anhui Medical UniversityHefeiAnhuiChina
| | - Sheng Liu
- Department of BurnsThe First Affiliated Hospital of Anhui Medical UniversityHefeiAnhuiChina
| | - Xiong‐Wen Lü
- School of PharmacyAnhui Medical UniversityHefeiAnhui ProvinceChina
- Institute for Liver Disease of Anhui Medical UniversityAnhui Medical UniversityHefeiAnhui ProvinceChina
| | - Xu‐Lin Chen
- Department of BurnsThe First Affiliated Hospital of Anhui Medical UniversityHefeiAnhuiChina
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Kai Y, Ying P, Bo Y, Furong Y, Jin C, Juanjuan F, Pingping T, Fasu Z. Red blood cell distribution width-standard deviation but not red blood cell distribution width-coefficient of variation as a potential index for the diagnosis of iron-deficiency anemia in mid-pregnancy women. Open Life Sci 2021; 16:1213-1218. [PMID: 34761112 PMCID: PMC8572805 DOI: 10.1515/biol-2021-0120] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Revised: 10/06/2021] [Accepted: 10/20/2021] [Indexed: 02/02/2023] Open
Abstract
The aim of this study was to compare the diagnostic values of red blood cell distribution width-coefficient of variation (RDW-CV) and red blood cell distribution width-standard deviation (RDW-SD) in mid-pregnancy women with iron deficiency anemia (IDA). To obtain the results, 115 mid-pregnancy women with IDA, defined as the IDA group, and 142 healthy mid-pregnancy women, selected as the control group, were enrolled in this study. Hematological parameters and ferritin concentrations in the serum were analyzed. The efficiency of RDW-CV and RDW-SD to distinguish IDA from mid-pregnancy women was evaluated using receiver operating characteristic (ROC) curves. The RDW-SD value in the IDA group was significantly higher than that in the control group (p < 0.05), while the RDW-CV value did not differ between them (p = 0.84). Significantly negative correlations were found between RDW-CV (r = −0.297, p = 0.001), RDW-SD (r = −0.404, p = 0.000), and serum ferritin in the IDA group but not in the control group. For the diagnosis of IDA, RDW-CV and RDW-SD produced areas under the ROC curves of 0.58 and 0.84. To conclude, our results suggest that RDW-SD, but not RDW-CV, can be used as a diagnostic index of IDA for mid-pregnancy women.
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Affiliation(s)
- Yang Kai
- Department of Medical Technology, Anhui Medical College, Hefei, Anhui Province, 230601, People's Republic of China
| | - Pan Ying
- Department of Medical Technology, Anhui Medical College, Hefei, Anhui Province, 230601, People's Republic of China
| | - Yan Bo
- Department of Medical Technology, Anhui Medical College, Hefei, Anhui Province, 230601, People's Republic of China
| | - Yu Furong
- Department of Medical Technology, Anhui Medical College, Hefei, Anhui Province, 230601, People's Republic of China
| | - Chen Jin
- Department of Medical Technology, Anhui Medical College, Hefei, Anhui Province, 230601, People's Republic of China
| | - Fu Juanjuan
- Department of Obstetrics and Gynecology, The Second Hospital of Anhui Medical University, Hefei, Anhui Province, 230601, People's Republic of China
| | - Tian Pingping
- Department of Medical Technology, Anhui Medical College, Hefei, Anhui Province, 230601, People's Republic of China
| | - Zhang Fasu
- Department of Medical Technology, Anhui Medical College, Hefei, Anhui Province, 230601, People's Republic of China
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