1.Study on the correlation between HLA antibodies and pregnancy-related factors, and the predictive value of a random-forest model among female blood donors in Nanning
Fang LU ; Huihui MO ; Wujin SU ; Zhoulin ZHONG ; Hengcong LI ; Yuchen HUANG ; Yuxi CHEN ; Lilan LI ; Yan ZHOU
Chinese Journal of Blood Transfusion 2026;39(3):367-372
Objective: To explore the association between the HLA antibody positivity rate in female blood donors and pregnancy history, number of pregnancies, interval from the last pregnancy to blood donation, and age, to identify associated variables using a univariate generalized additive model (GAM), and to further analyze the predictive role of characteristic variables for HLA antibody positivity using a random forest model. Methods: HLA antibody detection was performed on 391 female blood donors using the Luminex immunomagnetic bead method. The correlation between pregnancy-related factors and HLA antibodies was analyzed using the Chi-square test. Based on R software, a univariate GAM was first constructed to analyze the association types between characteristic variables and the HLA antibody positivity rate, followed by the construction of a random forest model to evaluate the predictive value of the variables. Results: Among the 391 female blood donors without a transfusion history, the overall HLA antibody positivity rate was 26.34%. The positivity rate in donors with a pregnancy history was significantly higher than that in those without (30.09% vs 9.72%, P<0.05), and HLA antibody positivity rate increased linearly with the number of pregnancies (P<0.05). In the univariate GAM, age and number of deliveries exhibited a non-linear association with the HLA antibody positivity rate (the positivity rate increased sharply between 25-35 years of age and stabilized after 3 deliveries). Besides, the interval from the last pregnancy to blood donation showed a linear association with the HLA antibody positivity rate, and the positivity rate decreased as the interval prolonged (P<0.05). In the random forest model, age (mean decrease gini=29.26) and interval from the last pregnancy to blood donation (mean decrease gini=22.02) were core predictive variables: age was more conducive to identifying positive samples, while the interval from the last pregnancy to blood donation was more helpful for excluding negative samples. The number of deliveries (mean decrease accuracy=16.98) made a significant contribution to predicting positive samples, whereas the number of abortions had no impact. The model had an AUC of 0.583 (95% CI: 0.593 8-0.770 2), indicating a certain predictive value. Conclusion: The associated variables identified by the univariate GAM model, including age, interval from the last pregnancy to blood donation, and number of deliveries, provide a basis for key variables in the random forest model. All three variables have predictive value for HLA antibody positivity, which can provide evidence-based support for personalized transfusion management and stratified screening of female blood donors in this region.
2.Advances in research on shift work associated circadian rhythm disruption and obesity
Yangyan LIU ; He YU ; Lilan HUANG ; Jing CUI ; Yahui LU ; Ying FANG
Journal of Environmental and Occupational Medicine 2024;41(10):1198-1203
Circadian rhythm disruption is a universal phenomenon that is associated with a combination of internal and external factors, with internal factors referring to disturbances in the intrinsic regulatory mechanisms of sleep-wake behavior, and external factors including changes in sleep habits, severe sleep deprivation, shift work, social jet lag, prolonged exposure to nighttime light, and late nighttime eating. Shift work, as a common occupational factor, can lead to disruption of the central/ peripheral biological clock which regulates the expression of almost the entire genome, and the disruption of the biological clock can lead to genetic variants, hormonal secretion abnormalities, insulin resistance, oxidative stress, and systemic inflammation, which are risk factors for obesity. In the context of rapid advancement of global economy and industrialization, the prevalence of simple obesity in the traditional cognitive category is increasing in a linear trend, while the incidence of abdominal obesity, which is closely related to metabolic disorders, is also showing an increasing trend. In recent years, the mechanism of circadian rhythm disorder and obesity associated with shift work has attracted much attention, and this article summarized the latest research progress, aiming to provide a basis for the prevention and treatment of obesity caused by circadian rhythm disruption due to shift work.
3. Clinical application of CT measurement in primary total hip arthroplasty of DDH patients
Huagui MO ; Yuanqiao HUANG ; Gunshao MA ; Qin XU ; Liping WU ; Lilan FANG
Journal of Chinese Physician 2020;22(1):80-83
Objective:
To investigate the clinical effect of preoperative computed tomography (CT) measurement of acetabulum femoral neck combined anteversion in primary total hip arthroplasty (THA).
Methods:
From March 2016 to may 2018, 48 patients (90 hips) with developmental dysplasia of the hip (DDH) who were treated with THA in the orthopaedic department of Jiangmen Central Hospital were measured by X-ray and spiral CT three-dimensional reconstruction technology before operation, and the best combined anteversion angle of acetabulum was determined before implementing THA, which was CT group; the remaining 42 patients were not measured by CT before operation, which was X-ray group. The difference of acetabulum cup anteversion angle, acetabulum femoral neck combined anteversion angle and preoperation angle were evaluated by three-dimensional computed tomography (3D-CT) in CT group.
Results:
There was no significant difference in operative time, intraoperative blood loss, time of getting out of bed and length of lower limbs between the two groups (
4.Goserelin protects ovarian function of premenopausal women with breast cancer
Lilan FANG ; Gengsheng YU ; Xiaoping LI ; Xiuxin LIN ; Wenjing DENG ; Ying ZHOU
The Journal of Practical Medicine 2017;33(14):2361-2364
Objective To investigate the effect of Goserelin in protection of the ovarian function of pre-menopausal breast cancer patients. Methods Eighty premenopausal patients with breast cancer randomly divided equally into study group and control group. The two groups were compared in terms of the menstrual status and the levels of E2,FSH,LH before and after chemotherapy. Results The menstrual recovery rates of the study group and the control group were 90% and 57.5%,respectively ,with statistically significant difference between them (P = 0.018). In the study group,the serum E2 decreased gradually to the postmenopausal level,and the serum levels of FSH and LH were also significantly decreased during the treatment. While in the control group ,the E2 levels gradually decreased ,but the levels of FSH and LH significantly increased during the chemotherapy. Conclusions Goserelin can effectively prevent the injury of ovarian function caused by chemotherapy.
5.A novel CD36 mutation T538C (Trp180Arg) results in CD36 deficiency and establishment of a genotyping method for the novel mutation based on sequence-specific primer PCR.
Lilan LI ; Baoren HE ; Yan ZHOU ; Zhoulin ZHONG ; Haiyan LI ; Fang LU ; Jinlian LIU ; Weidong SHEN ; Hengcong LI ; Lihong JIANG ; Guoguang WU
Chinese Journal of Medical Genetics 2016;33(5):619-624
OBJECTIVETo explore the molecular basis for a CD36 deficiency individual and distribution of CD36 gene mutation in Guangxi population.
METHODSA female individual was studied. CD36 phenotype was detected by monoclonal antibody immobilization of platelet antigens assay (MAIPA) and flow cytometry (FCM). The coding regions of the CD36 gene were sequenced. A DNA-based polymerase chain reaction-sequence specific primer (PCR-SSP) assay was used to verify the identified mutation. Cell lines expressing the mutant and wild-type CD36[CD36(MT) and CD36(WT)] were established, with the expression of CD36 determined by Western blotting. The distribution of CD36 gene mutation was investigated among 1010 unrelated individuals with the PCR-SSP assay.
RESULTSBoth MAIPA and FCM assays showed that the patient had type II CD36 deficiency. DNA sequencing showed that she has carried a heterozygous mutation T538C (Trp180Arg) in the exon 6 of CD36. Sequencing of cDNA clone confirmed that there was a nucleotide substitution at position 538 (538T>C). Western blotting also confirmed that the CD36 did not express on the CD36(MT) cell line that expressed the 538C mutant, but did express on the CD36(WT) cell line. The novel CD36 mutation T538C was further verified with 100% concordance of genotyping results by DNA-based PCR-SSP assay and 1010 unrelated individuals. No CD36 538C allele was detected among the 1010 individuals.
CONCLUSIONThis study has identified a novel CD36 mutation T538C(Trp180Arg)(GenBank: HM217022.1), and established a genotyping method for the novel sequence-specific primer PCR. The novel mutation is rare in Guangxi and can cause type II CD36 deficiency.
Base Sequence ; Blood Platelet Disorders ; genetics ; Blood Platelets ; cytology ; metabolism ; Blotting, Western ; CD36 Antigens ; genetics ; metabolism ; Cells, Cultured ; DNA Mutational Analysis ; DNA Primers ; genetics ; Exons ; genetics ; Female ; Flow Cytometry ; Fluorescent Antibody Technique ; Genetic Diseases, Inborn ; genetics ; Genotype ; Genotyping Techniques ; methods ; Humans ; Middle Aged ; Monocytes ; cytology ; metabolism ; Mutation, Missense ; Polymerase Chain Reaction ; methods

Result Analysis
Print
Save
E-mail