1.CRISPR-Cas9 gene-editing technique for repair of antithrombin gene SERPINC1 c.318_319insT mutation
Haixiao XIE ; Xingxing ZHOU ; Qiyu XU ; Ke ZHANG ; Siqi LIU ; Mingshan WANG
Chinese Journal of Clinical Laboratory Science 2025;43(6):405-409
Objective To discuss the preliminary application of CRISPR-Cas9 gene editing technology in repair of antithrombin gene(SERPINC1)c.318_319insT mutation.Methods The single guide RNA(sgRNA)was designed by CRISPR online design website,and AT c.318_319 insT mutant and CRISPR-Cas9 repairsome were constructed.The gene fragments from the wild-type gene,AT c.318_319 insT mutant and CRISPR-Cas9 repairsome were transferred into lentiviral expression vectors,and then PCR sequencing was performed for verification.The successfully constructed lentiviral recombinant plasmids were transfected into the human embryonic kid-ney cells(HEK293T).After cell culture,HEK293T cells were lysed.The AT:Ag levels in the cell lysing reagents from wild-type gene,CRISPR-Cas9 repairsome and mutant were compared by ELISA and Western blot,respectively.The recombinant AT protein was characterized in vitro by cellular immunofluorescence assay.Results Both the AT c.318_319insT mutant and CRISPR-Cas9 repair-some were successfully constructed.The results of experiments with HEK293T cells in vitro showed that the wild-type AT:Ag in the cell lysing reagents was set as 100%,the AT:Ag of CRISPR-Cas9 repairsome was 47%,and the AT:Ag of AT c.318_319insT was 22%,which were consistent with the results of western blot and cellular immunofluorescence assay.Conclusion The cellular experiments in vitro verified that CRISPR-Cas9 gene editing technology could effectively repair the SERPINC1 c.318_319 insT mutation in situ,which might provide the experimental support for the application of CRISPR-Cas9 gene editing technology in the gene therapy of hereditary thrombotic diseases.
2.Evodiamine inhibits migration,invasion,proliferation,and apoptosis of glioblastoma cells by downregulating RhoA expression
Wang MINGSHAN ; Liu GANG ; Li BIN ; Wang XIN ; Liu WEI
Chinese Journal of Clinical Oncology 2025;52(10):494-499
Objective:We investigated the effects of evodiamine(Evo)on the migration,invasion,proliferation,and apoptosis of glio-blastoma(GBM)cells and explored the relevant molecular mechanisms.Methods:Tumor tissue from 26 GBM patients and normal brain tis-sues from 10 patients resected at the Affiliated Hospital of Shandong Second Medical University from February 2022 to February 2024 were retrospectively analyzed.RhoA expression in GBM tissues and its relationship with clinicopathological features in GBM patients were evalu-ated.A-172 and U-118 GBM cells,were used as experimental models.The study included four groups:a control group transfected with empty vector,an Evo group transfected with empty vector and treated with 30 μmol/L Evo,a RhoA group transfected with pcDNA3.1-RhoA,and an Evo+RhoA group given 30 μmol/L Evo and transfected with pcDNA3.1-RhoA.The effect of Evo on the malignant behaviors of A-172 and U-118 cells was analyzed using cell function experiments.Western blot was used to detect the effect of Evo on the protein expressions of RhoA,ROCK,MMP-2 and CyclinD1.Results:RhoA is highly expressed in GBM tissues.Compared with the control group,group Evo signi-ficantly inhibited the proliferation,colony formation,migration and invasion of A-172 and U-118 cells,induced cell apoptosis,and inhibited the protein expression of RhoA,ROCK,MMP-2 and CyclinD1(P<0.05).However,group Evo+RhoA could reverse the effect of Evo on the pro-liferation,migration,invasion and apoptosis of GBM cells,and reverse the inhibitory effect on the expression of related proteins in GBM cells.Conclusions:Evo has been shown to effectively suppress malignant behaviors of GBM cells.The mechanism may be related to the downregulation of RhoA expression.
3.Analysis of a Chinese pedigree with Hereditary coagulation factor Ⅻ deficiency due to compound heterozygous variants of Ⅻ gene
Haixiao XIE ; Huanhuan WANG ; Meina LIU ; Huinan XIA ; Yuan CHEN ; Kaiqi JIA ; Lihong YANG ; Mingshan WANG
Chinese Journal of Medical Genetics 2025;42(3):282-285
Objective:To analyze a Chinese pedigree with Hereditary coagulation factor Ⅻ (FⅫ) deficiency duo to variants of F12 gene and explore its molecular pathogenesis. Methods:A patient who underwent laparoscopic cystectomy at the Department of Gynecology of the First Affiliated Hospital of Wenzhou Medical University in June 2012 was selected as the study subject. Coagulation factor indexes of the proband and her family members (5 individuals from three generations) were determined. All exons, flanking sequences, 5′ and 3′ untranslated regions of the F12 gene of the proband and her family members were analyzed by direct sequencing. Three bioinformatics software was used to analyze the conservation, pathogenicity and protein model of the variant. This study was approved by the Medical Ethics Committee of the Hospital (Ethics No. 2012-17). Results:The activated partial thromboplastin time (APTT), FⅫ activity (FⅫ: C) and FⅫ antigen (FⅫ: Ag) of the proband was 180.0 s, 1.0% and 2.1%, respectively. DNA sequencing revealed that she has harbored compound heterozygous variants of the F12 gene, namely c. 712_713insT (p.Cys238Leufs *73) in exon 8 and c. 1561G>A (p.Glu521Lys) in exon 13. Her mother and younger son were heterozygous for the p. Cys238Leufs*73 variant, while her older son was heterozygous for the p. Glu521Lys variant. Bioinformatic analysis suggested that Cys238 is highly conserved and p. Cys238Leufs*73 is a pathogenic variant, which eventually resulted in a truncated protein. Conclusion:The c. 712_713insT and c. 1561G>A compound heterozygous variants of the F12 gene probably underlay the decreased FⅫ level in this pedigree, among which c. 712_713insT (NM_000505) was unreported previously.
4.Analysis of two cases of hereditary protein C deficiency causing venous thrombosis
Mengzhen WEN ; Yifan LU ; Meina LIU ; Langyi QIN ; Yanhui JIN ; Mingshan WANG ; Lihong YANG
Chinese Journal of Hematology 2025;46(3):244-251
Objective:To investigate the molecular pathogenic mechanism of venous thrombosis caused by heterozygous missense mutations in two protein C (PROC) genes through laboratory phenotype analysis, genetic mutation analysis, and in vitro expression experiments.Methods:Two probands presented with venous thromboembolism at the First Affiliated Hospital of Wenzhou Medical University. Clinical data and blood samples were collected from the probands and their family members to evaluate the plasma protein C (PC) activity (PC∶A), PC antigen (PC∶Ag) levels, and other relevant coagulation parameters. The anticoagulant capacity was assessed using the thrombin generation test (TGT). The mutation sites of the PROC gene were identified using direct DNA sequencing. Bioinformatics software was used to analyze the conservation and pathogenicity of the mutated gene. PyMOL software was used for the analysis of the protein three-dimensional models and interactions between mutated amino acids. Wild-type and two mutant expression vectors were constructed and HEK293T cells were transiently transfected. Total cellular RNA was extracted from positively transfected cells to investigate the transcriptional levels of the mutant PROC gene. Enzyme-linked immunosorbent assay, Western blot, and cellular immunofluorescence assays were used to investigate the translation levels of the mutant PROC protein.Results:Probands 1 and 2 exhibited PC∶A levels of 35% and 40% and PC∶Ag levels of 44% and 39%, with increasing D-dimer levels to 4.42 mg/L and 0.83 mg/L, respectively. Meanwhile, other coagulation parameters revealed no significant abnormalities. TGT demonstrated impaired anticoagulant function in both proband witnesses and their familial PC carriers. Sequencing analysis revealed heterozygous missense mutations c. 833T>C (p. Leu278Pro) in proband 1 and c. 1330T>C (p. Trp444Arg) in proband 2 within exon 9 of the PROC gene. Conservation analysis revealed that Leu278 and Trp444 were highly conserved across homologous species. Pathogenicity analysis indicated that both p. Leu278Pro and p. Trp444Arg mutations are deleterious. Protein modeling analysis demonstrated that both mutations induce structural alterations in the protein. In vitro expression experiments revealed that compared with the wild-type, both p. Leu278Pro and p. Trp444Arg mutations showed no significant differences in the mRNA expression level of the PC protein. However, both mutations caused significantly lower PC∶Ag content and protein expression levels in the cell culture supernatant compared with the wild-type, whereas higher levels were observed in the cell culture lysate. This indicates the association of both mutations with the secretion function of the PC protein.Conclusion:The heterozygous missense mutations p. Leu278Pro and p. Trp444Arg in exon 9 of the PROC gene in both probands are associated with decreased PC levels.
5.Analysis of two pedigrees with congenital hypodysfibrinogenemia caused by two compound heterozygous variations
Qiyu XU ; Xiaoyong ZHENG ; Fei XU ; Longying YE ; Ke ZHANG ; Mingshan WANG ; Lihong YANG
Chinese Journal of Clinical Laboratory Science 2025;43(2):92-97
Objective To analyse phenotype and genetic variation of two congenital hypodysfibrinogenemia(Fg)caused by compound heterozygous variants and preliminary investigate their molecular pathogenic mechanisms.Metheds The proband A and B and their family members(a total of 19 members in 3 generations)who visited the First Hospital of Wenzhou Medical University on 4 May 2023 and 20 May 2023 for"parkinson's disease"and"pre-bilateral eyelid excision"were enrolled for the study.Prothrombin time(TT)and fibrinogen(Fg)activity were measured by coagulation assay and Fg antigen(Fg∶Ag)was measured by immunoturbidimetric assay for the two family members,and Fg aggregation assay was catalysed using human thrombin.FGG gene was amplified by PCR and se-quenced directly.The variant sites were analysed using Chromas software.Multiple sequence comparison was performed by ClustalX-2.1-win software.Pathogenicity analysis of the variant sites was performed using bioinformatics software.The analysis for FGG protein model was performed using PyMOL software.Results Phenotypic results showed TT of proband A and B extended to 27.5 s and 26.1 s,and plasma Fg activity reduced to 0.6 g/L and<0.5 g/L,respectively.Genetic sequencing identified heterozygous c.1129+62_65delAATA on intron 8 of FGG gene in the both probands,resulting in the formation of aberrant amino acids at p.γGly377-Gly388 and an early ter-mination codon at p.γTyr389 site.A heterozygous missense variant c.103C>A(p.AαArg35Ser)was found in exon 2 of the FGA gene of proband A,and a heterozygous missense variant c.569A>G(p.BβAsn190Ser)was found in exon 4 of the FGB gene of proband B.Compared to the control group,the both probands showed significant decreases in peak and rate of Fg aggregation.Multiple sequence comparison analyses showed that all the three variant sites were conserved.Three bioinformatics software predicted both the missense variants were pathogenic.Protein modelling analysis showed that the number of hydrogen bonds in p.γGly377-Gly388 variant region was altered,resulting in steric hinderance.Conclusion All the two types of compound heterozygous variants,i.e.,c.1129+62_65delAATA and p.AαArg35Ser,c.1129+62_65delAATA and p.BβAsn190Ser,have been reported for the first time in Chi-na and worldwide to date,and the three variants may be related to the reduced Fg level and function in the two pedigree.
6.Analysis of a Chinese pedigree with Hereditary coagulation factor Ⅻ deficiency due to compound heterozygous variants of Ⅻ gene.
Haixiao XIE ; Huanhuan WANG ; Meina LIU ; Huinan XIA ; Yuan CHEN ; Kaiqi JIA ; Lihong YANG ; Mingshan WANG
Chinese Journal of Medical Genetics 2025;42(3):282-285
OBJECTIVE:
To analyze a Chinese pedigree with Hereditary coagulation factor Ⅻ (FⅫ) deficiency duo to variants of F12 gene and explore its molecular pathogenesis.
METHODS:
A patient who underwent laparoscopic cystectomy at the Department of Gynecology of the First Affiliated Hospital of Wenzhou Medical University in June 2012 was selected as the study subject. Coagulation factor indexes of the proband and her family members (5 individuals from three generations) were determined. All exons, flanking sequences, 5' and 3' untranslated regions of the F12 gene of the proband and her family members were analyzed by direct sequencing. Three bioinformatics software was used to analyze the conservation, pathogenicity and protein model of the variant. This study was approved by the Medical Ethics Committee of the Hospital (Ethics No. 2012-17).
RESULTS:
The activated partial thromboplastin time (APTT), FⅫ activity (FⅫ:C) and FⅫ antigen (FⅫ:Ag) of the proband was 180.0 s, 1.0% and 2.1%, respectively. DNA sequencing revealed that she has harbored compound heterozygous variants of the F12 gene, namely c.712_713insT (p.Cys238Leufs *73) in exon 8 and c.1561G>A (p.Glu521Lys) in exon 13. Her mother and younger son were heterozygous for the p.Cys238Leufs*73 variant, while her older son was heterozygous for the p.Glu521Lys variant. Bioinformatic analysis suggested that Cys238 is highly conserved and p.Cys238Leufs*73 is a pathogenic variant, which eventually resulted in a truncated protein.
CONCLUSION
The c.712_713insT and c.1561G>A compound heterozygous variants of the F12 gene probably underlay the decreased FⅫ level in this pedigree, among which c.712_713insT (NM_000505) was unreported previously.
Adult
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Female
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Humans
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Male
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Middle Aged
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Base Sequence
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China
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Factor XII/genetics*
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Heterozygote
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Mutation
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Pedigree
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Factor XII Deficiency/genetics*
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East Asian People
7.Analysis of a Chinese pedigree affected with hereditary factor Ⅶ deficiency due to compound heterozygous variants of F7 gene.
Fei XU ; Anqing ZOU ; Haixiao XIE ; Fengjiao WANG ; Lihong YANG ; Mingshan WANG ; Yanhui JIN
Chinese Journal of Medical Genetics 2025;42(10):1265-1271
OBJECTIVE:
To investigate the molecular pathogenic mechanisms of a family with hereditary factor Ⅶ (FⅦ) deficiency.
METHODS:
A family (3 generations, 12 members) with hereditary FⅦ deficiency, in which the proband presented with menorrhagia and was admitted to the First Affiliated Hospital of Wenzhou Medical University in April 2023, was selected as the study subject. Clinical data of the family members were collected. Peripheral venous blood samples were collected from all 12 members for routine coagulation tests and genomic DNA extraction. All exons and flanking sequences of the F7 gene were amplified by PCR and analyzed by Sanger sequencing. Thrombin generation assay was performed to evaluate the coagulation potential of the proband and her parents. Multiple online bioinformatics software tools were used to analyze the conservation and pathogenicity of candidate variants identified in the proband. The pathogenicity of variant was classified according to the Standards and Guidelines for the Interpretation of Sequence Variants released by American College of Medical Genetics and Genomics (ACMG) (hereinafter referred to as ACMG guidelines). Homology modeling of the variant FⅦ protein was performed using homology modeling (SWISS-MODEL). Amino acid sequence alignment between wild-type and variant FⅦ proteins was conducted using MEGA v7, and spatial conformational differences were analyzed using PyMOL to assess the potential impact of the F7 gene variants on the structure and function of the FⅦ protein. This study was approved by the Ethics Committee of the First Affiliated Hospital of Wenzhou Medical University (Ethics No.: KY2022-R193).
RESULTS:
Coagulation tests showed that the proband's prothrombin time (PT) was significantly prolonged to 33.1 s, and both factor Ⅶ activity (FⅦ:C) and antigen (FⅦ:Ag) levels were reduced to 2%. Her parents, eldest sister, second sister, younger brother, and four children all showed mildly prolonged PT, with FⅦ:C and FⅦ:Ag levels approximately 50% of normal. Genetic sequencing identified compound heterozygous variants in the F7 gene of the proband: a heterozygous missense variant c.722C>A (p.Thr241Asn) in exon 7, and a heterozygous deletion variant c.1261_1261delA (p.Ile421Ser*fs75) in exon 8. Retrieval from domestic and international databases found no previous reports of the latter variant, suggesting it is novel. Familial co-segregation analysis confirmed that these variants were inherited from her father and mother, respectively. The thrombin generation assay demonstrated that the proband had a significantly decreased peak thrombin height (peak ratio: 29.5%), significantly increased thrombin lag time ratio and time-to-peak ratio (3.03 and 2.93, respectively), but only a mildly decreased endogenous thrombin potential (ETP) ratio of 90.7%. Online bioinformatics analysis indicated that threonine-241 (p.Thr241) in the FⅦ protein was not conserved, while isoleucine-421 (p.Ile421) was highly conserved. Both the p.Thr241Asn and p.Ile421Serfs*75 variant sites in the proband's F7 gene were predicted to be pathogenic. According to the ACMG guidelines, the p.Thr241Asn (PM3+PP1+PP3+PP4+PP5) and p.Ile421Ser*fs75 (PM2+PM4 +PP1+PP3+PP4) variants were both classified as "likely pathogenic". Structural analysis of the FⅦ protein indicated that the p.Ile421Ser*fs75 frameshift variant led to the substitution of Cysteine-428 by Alanine, preventing the formation of a critical disulfide bond between amino acid residues 400 and 428 present in the wild-type FVII protein.
CONCLUSION
The compound heterozygous variants p.Thr241Asn and p.Ile421Ser*fs75 in the F7 gene are likely the genetic etiology responsible for the reduced FⅦ levels in this hereditary FⅦ deficiency family.
Adult
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Female
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Humans
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Male
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Middle Aged
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China
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Factor VII/chemistry*
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Factor VII Deficiency/genetics*
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Heterozygote
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Mutation
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Pedigree
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East Asian People/genetics*
8.Genetic analysis of a family with inheritary coagulation factor Ⅹ deficiency due to compound heterozygous variants p.Phe71Ser and p.Val424Phe.
Shuangnyu LIN ; Bile CHEN ; Zuoting XIE ; Lihong YANG ; Mingshan WANG ; Yanhui JIN
Chinese Journal of Medical Genetics 2025;42(10):1272-1277
OBJECTIVE:
To analyze the phenotype and genotype of a family with hereditary coagulation factor Ⅹ (FⅩ) deficiency and preliminarily explore its molecular pathogenesis.
METHODS:
A hereditary FⅩ deficiency pedigree presented at the First Affiliated Hospital of Wenzhou Medical University on August 13, 2024 was selected as the study subject. Coagulation parameters of the proband and her family members (7 individuals from 3 generations) were measured using a one-stage clotting assay. All of the 8 exons and flanking sequences of the F10 gene were amplified by PCR and directly sequenced. Bioinformatics software was used to analyze the functional impact and pathogenicity of the variant proteins, as well as the spatial conformational changes and evolutionary conservation of the mutation sites. This study has been approved by the Medical Ethics Committee of the First Affiliated Hospital of Wenzhou Medical University (Ethics No.: KY2022-R193).
RESULTS:
The proband exhibited significantly abnormal prothrombin time (PT, 33.3 s), activated partial thromboplastin time (APTT, 47.7 s), and FⅩ activity (FⅩ:C, 3%), while other coagulation parameters remained normal. The plasma thromboplastin generation test (PTGT) demonstrated that the proband and her children had lower thromboplastin generation levels compared with the healthy control group, and the proband's thromboplastin generation capacity was more severely impaired. Genetic analysis revealed that the proband, her daughter, and grandson have all harbored a heterozygous missense variant c.212T>C (p.Phe71Ser) in exon 2 of the F10 gene, which was located in the β-sheet core region of the Gla domain. The variant has altered surrounding hydrogen bonds and disrupted calcium-binding sites. Additionally, the proband, her son, and granddaughter have all carried a heterozygous missense variant c.1270G>T (p.Val424Phe) in exon 8, which increased the side-chain volume, leading to steric hindrance in the catalytic domain and impaired coagulation function. Bioinformatics analysis confirmed that both p.Phe71Ser and p.Val424Phe were pathogenic variants, with Phe71 and Val424 being highly conserved residues.
CONCLUSION
The reduced FⅩ levels in this hereditary FⅩ-deficient family may be attributed to the heterozygous missense variants c.212T>C (p.Phe71Ser) in the exon 2 and c.1270G>T (p.Val424Phe) in the exon 8 of the F10 gene.
Humans
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Female
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Male
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Pedigree
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Adult
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Heterozygote
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Mutation
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Middle Aged
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Factor X/genetics*
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Exons
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Factor X Deficiency/genetics*
9.Molecular pathogenesis of a novel p.Cys467Tyr missense variant underlying Hereditary factor Ⅻ deficiency.
Langyi QIN ; Yanhui JIN ; Yaosheng XIE ; Fengjiao WANG ; Lihong YANG ; Haixiao XIE ; Mingshan WANG ; Meina LIU
Chinese Journal of Medical Genetics 2025;42(12):1424-1430
OBJECTIVE:
To investigate the molecular mechanism for a family with Hereditary coagulation factor Ⅻ (FⅫ) deficiency.
METHODS:
The proband, a 63-year-old female, was admitted to the First Affiliated Hospital of Wenzhou Medical University in August 2024 for lumbar disc herniation. Coagulation tests, including prothrombin time (PT), activated partial thromboplastin time (APTT), and FⅫ activity (FⅫ:C), were carried out for the proband and her family members (9 individuals from three generations) using a one-stage clotting assay. The level of FⅫ antigen (FⅫ:Ag) was determined with an Enzyme-linked immunosorbent assay (ELISA). Sanger sequencing was conducted to identify potential variants in the F12 gene. Multiple in silico tools were used to predict the conservation, hydrophobicity, and structural impact of the identified variants. Recombinant expression plasmids were constructed and transiently transfected into HEK293T cells. The recombinant FⅫ protein was analyzed using Western blotting (WB) and ELISA. This study was approved by the Ethics Committee of the First Affiliated Hospital of Wenzhou Medical University (Ethics No.: KY2022-R193).
RESULTS:
The proband showed a markedly prolonged APTT (160.3 s) and significantly decreased FⅫ:C (2%) and FⅫ:Ag (5%) levels. Analysis of the F12 gene sequence revealed a 46C/T genotype in the promoter region, a heterozygous c.1457G>A (p.Cys467Tyr) missense variant in exon 12, and a heterozygous c.1561G>A (p.Glu502Lys) missense variant in exon 13. Bioinformatic analysis showed that the p.Cys467 is highly conserved across various species, and the p.Cys467Tyr variant may affect local structural stability of the FⅫ protein. The p.Cys467Tyr variant had no effect on the transcription of the F12 gene. However, the variant has significantly decreased the FⅫ:Ag levels and FⅫ protein expression in the cell culture supernatant compared to the wild-type expression vector, while in the cell lysate, it is higher than the wild-type expression vector. In other words, the p.Cys467Tyr variant has probably caused a secretion defect of FⅫ protein.
CONCLUSION
The 46C/T genotype, the heterozygous p.Cys467Tyr missense variant, and the heterozygous p.Glu502Lys missense variant are associated with reduced plasma FⅫ levels in this pedigree. The p.Cys467Tyr variant, which was unreported previously, did not affect the synthesis of FⅫ but may have resulted in a secretion defect.
Humans
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Female
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Middle Aged
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Mutation, Missense
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Pedigree
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HEK293 Cells
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Male
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Factor XII/genetics*
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Adult
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Factor XII Deficiency/genetics*
10.Comparison of the efficacy and construction of prediction model for relapse free survival in breast cancer based on diabetes mellitus type 2
Wenkao ZHOU ; Hesen HUANG ; Yimei PAN ; Lingyan HUANG ; Mingshan WANG ; Fangli ZHAO ; Ya WANG ; Huimin TANG
Journal of International Oncology 2025;52(5):295-303
Objective:To construct univariate and multivariate relapse free survival (RFS) prediction models for breast cancer patients with diabetes mellitus type 2 (T2DM) and to compare and select the model with higher predictive performance.Methods:A total of 912 breast cancer patients treated at the First Affiliated Hospital of Dalian Medical University from January 2010 to December 2016 were included, of which 202 patients had T2DM and 710 patients did not. Kaplan-Meier survival curve was drawn based on whether patients had T2DM, and log-rank test was performed based on whether patients had T2DM. All patients were randomly divided into a training set ( n=640) and a validation set ( n=272) at a ratio of 7∶3. Univariate and multivariate Cox proportional risk regression models were used to analyze RFS in breast cancer patients with the survival package. The "rms" package was employed to construct univariate and multivariate RFS prediction models for breast cancer patients with T2DM. Clinical decision curves and calibration curves were used to validate the models. The receiver operator characteristic (ROC) curve was used to compare and analyze the prediction performance of the two models. Results:There were no statistically significant differences between the training set and the validation set patients in terms of age, T2DM, surgical approach, axillary management methods, T stage, N stage, molecular sub-type, estrogen receptor (ER) 1, ER2, progesterone receptor (PR) , ER and PR consistency, Ki67, human epidermal growth factor receptor 2 (HER2) (all P>0.05) . There was a statistically significant difference in histological grade ( χ2=7.59, P=0.022) . Survival analysis showed that the 5-year RFS rate was 83.7% in patients with T2DM and 92.3% in patients without T2DM ( χ2=16.61, P<0.001) . Univariate analysis revealed that age ( HR=1.04, 95% CI: 1.03-1.06, P<0.001) , T2DM ( HR=2.31, 95% CI: 1.49-3.55, P<0.001) , surgical approach ( HR=2.39, 95% CI: 1.20-4.77, P=0.013) , axillary management methods ( HR=2.62, 95% CI: 1.72-3.98, P<0.001) , T stage (T 2: HR=2.13, 95% CI: 1.36-3.31, P<0.001; T 3: HR=6.90, 95% CI: 3.35-14.22, P<0.001) , N stage (N 2: HR=3.87, 95% CI: 2.12-7.07, P<0.001; N 3: HR=8.61, 95% CI: 4.71-15.75, P<0.001) , molecular sub-type (Luminal B: HR=2.74, 95% CI: 1.17-6.36, P=0.019; HER2 +: HR=3.64, 95% CI: 1.38-9.58, P=0.009; TNBC: HR=4.40, 95% CI: 1.71-11.34, P=0.002) , ER1 (>10%: HR=0.57, 95% CI: 0.37-0.90, P=0.016) , ER2 ( HR=0.57, 95% CI: 0.37-0.89, P=0.015) , and PR ( HR=0.56, 95% CI: 0.37-0.86, P=0.008) were all factors influencing RFS in breast cancer patients. Multivariate analysis demonstrated that age ( HR=1.04, 95% CI: 1.02-1.06, P<0.001) , T2DM ( HR=1.82, 95% CI: 1.16-2.85, P=0.009) , T stage (T 2: HR=1.60, 95% CI: 1.01-2.54, P=0.046; T 3: HR=2.64, 95% CI: 1.22-5.72, P=0.014) , N stage (N 2: HR=3.72, 95% CI: 2.01-6.88, P<0.001; N 3: HR=5.34, 95% CI: 2.78-10.25, P<0.001) , and ER1 (>10%: HR=0.63, 95% CI: 0.39-0.99, P=0.046) were independent factors influencing RFS in breast cancer patients. Based on the 10 and 5 variables with P<0.05 in the univariate and multivariate analyses respectively, the nomograms of the univariate and multivariate prediction models were constructed to evaluate the influence of factors such as T2DM on the postoperative RFS of breast cancer patients. Clinical decision curves and calibration curves indicated that both models had high predictive value for RFS in breast cancer patients, and the predictive results were highly consistent with the actual observed results. ROC curve analysis showed that there was no statistically significant difference in the area under the curve (AUC) of the two models for predicting the RFS rates of breast cancer patients in the training set and validation set at 36, 60, and 84 months (all P>0.05) , indicating that the predictive efficacy of the two models was comparable. The multivariate model is more suitable for clinical application because it uses fewer variables. Conclusions:Breast cancer patients with T2DM have poorer prognosis. Age, T2DM, T stage, N stage, and ER1 are independent factors influencing postoperative RFS in breast cancer patients. The multi-factor prediction model of RFS in breast cancer patients based on T2DM is more suitable for clinical application due to its higher predictive efficacy and fewer variables.

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