1.Cross-cultural adaptation, reliability, and validity of the Birth Satisfaction Scale-Revised
Xiaoying ZHONG ; Martin Colin R. ; Xixi LI ; Xiujing GUO ; Dehua LI ; Bangjun WANG ; Xiuping LIU
Chinese Journal of Practical Nursing 2025;41(17):1330-1337
Objective:To translate the Birth Satisfaction Scale-Revised (BSS-R) into Chinese and assesses the psychometric properties of this tool.Methods:Following the Beaton cross-cultural adaptation guidelines, the Chinese version of BSS-R was formed through forward translation, back translation, expert consultation, and pre-testing. The present study was conducted in a sample of 347 women took part between 6-8 weeks postpartum, from the postpartum clinics of two tertiary hospitals in Sichuan province.Results:Totally 340 questionnaires were effectively collected with a majority of respondents aged 30-39 accounting for 64.7% of the total. The Chinese version of BSS-R comprises 10 items, which were classified into three domains as stress experienced during labour, women′s personal attributes, and quality of care provision. The Cronbach α coefficient was 0.745 for the total scale and ranged from 0.523 to 0.738 for sub-scales. The split-half reliability was 0.746 for the total scale, and ranged from 0.523 to 0.733 for sub-scales. Exploratory factor analysis revealed the presence of three components with eigen values greater than 1, explaining a total variance of 58.868%. The fit indices showed that the original correlated three factor model of Chinese version of BSS-R was adequate.Conclusions:The Chinese version of BSS-R can be considered a clear, easily understandable and convenient tool for assessing the women′s birth satisfaction in Chinese cultural context.
2.Newborn screening, clinical characteristics and genetic variant analysis of Glutaric acidemia type I in Henan Province.
Xinyun ZHU ; Dehua ZHAO ; Yizhuo XU ; Jie ZHANG ; Xiaole LI ; Suna LIU ; Min NI ; Yihui REN ; Chong ZHANG ; Yaqing GUO ; Junqi LI ; Shubo LYU ; Chenlu JIA ; Ying SHI
Chinese Journal of Medical Genetics 2025;42(6):641-647
OBJECTIVE:
To explore the incidence, clinical features, genetic variant characteristics and prognosis of Glutaric acidemia type I (GA1) among neonates from Henan Province.
METHODS:
A total of 814 625 neonates undergoing screening for inherited metabolic diseases by tandem mass spectrometry (MS/MS) at the Third Affiliated Hospital of Zhengzhou University from January 2016 to December 2022 were selected as the study subjects. A retrospective method was adopted to collect the clinical data of the patients. Whole exome sequencing was carried out to detect GCDH gene variants in individuals with positive results by GA1 newborn screening, and Sanger sequencing was used to verify the candidate variants. Based on the guidelines from the American College of Medical Genetics and Genomics (ACMG), the pathogenicity of candidate variants was rated. This study was approved by the Medical Ethics Committee of the Hospital (Ethics Number: 2019 Medical Ethics Review No. 67).
RESULTS:
Eight cases of GA1 were diagnosed among the 814 625 neonates. Blood glutaryl carnitine (C5DC) and urine glutaric acid (GA) levels of the 8 children were higher than the normal reference values. In total 12 variants were detected, all of which were missense variants. c.1064G>A (p.Arg355His) was the most common one, accounting for 21.4% (3/14). Three GCDH gene variants, including 1297G>C (p.Ala433Pro), c.467G>A (p.Gly156Asp) and c.1125T>G (p.Cys375Trp), were previously unreported. REVEL software analysis predicted that all of the three variants were harmful. 3D protein structure modeling indicated that the three variants may cause amino acid residue alterations, and c.1297G>C (p.Ala433Pro) and c.1125T>G (p.Cys375Trp) may result in increase in hydrogen bonds and affect the function of GCDH protein. By December 2023, one of the eight children had deceased, and another child had severe clinical symptoms with poor prognosis. Six children had a good prognosis, of which two had mild motor development delay and four had normal development without clinical symptoms.
CONCLUSION
The incidence of GA1 in newborns screened by MS/MS in Henan Province is 1/101 828, and the carrier rate of pathogenic GCDH variants is 1/160. The c.1064G>A (p.Arg355His) may be the hotspot variant of the GCDH gene among children with GA1 in Henan. Discovery of the three novel variants has enriched the mutational spectrum of the GCDH gene and provide a basis for the early diagnosis, treatment, prognosis and genetic counseling of this disease.
Humans
;
Amino Acid Metabolism, Inborn Errors/epidemiology*
;
Glutaryl-CoA Dehydrogenase/chemistry*
;
Infant, Newborn
;
Female
;
Neonatal Screening/methods*
;
Male
;
Brain Diseases, Metabolic/epidemiology*
;
China/epidemiology*
;
Retrospective Studies
;
Mutation
;
Genetic Variation
;
Glutarates
3.Safety and efficacy of the Neuroform EZ stent in treating severe symptomatic intracranial atherosclerotic stenosis
Ziang CHEN ; Wenbo LIU ; Dehua GUO ; Yanyan HE ; Mengyue LIU ; Yang ZHAO ; Yukuan PANG ; Tianxiao LI ; Yingkun HE
Chinese Journal of Cerebrovascular Diseases 2025;22(10):721-730
Objective To evaluate the safety and efficacy of the Neuroform EZ self expanding stent for severe symptomatic intracranial atherosclerotic stenosis(sICAS).Methods Retrospectively enrolled consecutive patients with severe sICAS who underwent percutaneous transluminal angioplasty and stenting(PTAS)with a Neuroform EZ stent in the Department of Cerebrovascular Disease,Henan Provincial People's Hospital,from March 2020 to December 2022.Baseline demographic and clinical data were collected,including age,sex,hypertension,diabetes mellitus,coronary artery disease,dyslipidemia,hyperhomocysteinemia,transient ischemic attack(TIA)and ischemic stroke,smoking history,modified Rankin scale(mRS)score at admission,and National Institutes of Health stroke scale(NIHSS)score.Preoperative imaging data included target vessel(basilar artery,intracranial segment of the internal carotid artery,middle cerebral artery,and intracranial vertebral artery),lesion length,degree of stenosis,and vascular morphology according to the Mori classification(type A,lesion length<5 mm with concentric or moderately eccentric stenosis;type B,lesion length<10 mm with severely eccentric stenosis;type C,lesion length>10 mm or arterial angulation>90°).Technical success was defined as accurate delivery and deployment of the stent with complete coverage of the target lesion and immediate post deployment residual stenosis<50%.Postoperative head CT was performed to detect intracranial hemorrhage.Periprocedural complications were recorded,including intracranial hemorrhage,arterial dissection,in stent thrombosis,and perforator occlusion occurring intraoperatively within 72 hours after the procedure.At one-month post-operation,patients were seen through outpatient follow-up for TIA,hemorrhagic or ischemic stroke,and all cause death.At 6 months after surgery,DSA or CT angiography(CTA)was performed to assess in stent restenosis(ISR,defined as>50%stenosis within the stent or within5mm of its edges,or>20%luminal loss).At 1 and 2 years postoperatively,ipsilateral ischemic stroke or TIA recurrence was assessed by outpatient visit or telephone follow up.Results A total of 76 patients with severe sICAS underwent PTAS with a Neuroform EZ stent(56 males,20 females,age 47-80 years,with a mean age of[61±10]years).(1)Within all patients enrolled,40 had middle cerebral artery,16 with basilar artery,6 with intracranial vertebral artery and 14 with intracranial internal carotid artery.The preprocedural lesion length was 2-15 mm,with a mean length of(6.2±2.5)mm,and stenosis severity was70%-99%,the mean severity was(83.2±6.9)%,with Mori type B being the most common type(57.9%[44/76]).(2)PTAS was successfully completed on all patients(technical success 100%).Pre dilation with a conventional balloon was performed in all cases(using balloon with diameter of 1.5-3.5mm,and stent with diameter of 2.5-4.5 mm and length of 15-30 mm).Immediate post procedural residual stenosis was(17.4±9.0)%,significantly lower than baseline(t=52.9,P<0.05),with a mean difference of 65.8%(95%CI63.3%-68.3%).(3)Among all 76patients,one patient developed a flow limiting dissection post balloon angioplasty,which recovered after stent deployment.One patient with basilar artery stenosis experienced recurrent ischemic stroke at 5-day postoperatively,presenting with right sided weakness and coughing on liquids.Imaging showed an acute infarct in the left pons,considered perforator occlusion.The overall periprocedural complication rate was 2.6%(2/76).(4)No deaths occurred within 30 days after surgery.Sixty nine patients(90.8%)underwent 6 month imaging follow up with DSA(52 cases)or CTA(17 cases).ISR occurred in 12 patients(17.4%),including 6 asymptomatic and 6symptomatic cases.The ipsilateral ischemic stroke recurrence rate was 6.6%(5/76)at1 year and13.2%(10/76)at2years.Conclusions Neuroform EZstent assisted PTASappears safe and feasible for the treatment of severe sICAS.The long term effectiveness requires confirmation in large,multicenter,prospective studies.
4.Cross-cultural adaptation, reliability, and validity of the Birth Satisfaction Scale-Revised
Xiaoying ZHONG ; Martin Colin R. ; Xixi LI ; Xiujing GUO ; Dehua LI ; Bangjun WANG ; Xiuping LIU
Chinese Journal of Practical Nursing 2025;41(17):1330-1337
Objective:To translate the Birth Satisfaction Scale-Revised (BSS-R) into Chinese and assesses the psychometric properties of this tool.Methods:Following the Beaton cross-cultural adaptation guidelines, the Chinese version of BSS-R was formed through forward translation, back translation, expert consultation, and pre-testing. The present study was conducted in a sample of 347 women took part between 6-8 weeks postpartum, from the postpartum clinics of two tertiary hospitals in Sichuan province.Results:Totally 340 questionnaires were effectively collected with a majority of respondents aged 30-39 accounting for 64.7% of the total. The Chinese version of BSS-R comprises 10 items, which were classified into three domains as stress experienced during labour, women′s personal attributes, and quality of care provision. The Cronbach α coefficient was 0.745 for the total scale and ranged from 0.523 to 0.738 for sub-scales. The split-half reliability was 0.746 for the total scale, and ranged from 0.523 to 0.733 for sub-scales. Exploratory factor analysis revealed the presence of three components with eigen values greater than 1, explaining a total variance of 58.868%. The fit indices showed that the original correlated three factor model of Chinese version of BSS-R was adequate.Conclusions:The Chinese version of BSS-R can be considered a clear, easily understandable and convenient tool for assessing the women′s birth satisfaction in Chinese cultural context.
5.Newborn screening, clinical characteristics and genetic variant analysis of Glutaric acidemia type I in Henan Province
Xinyun ZHU ; Dehua ZHAO ; Yizhuo XU ; Jie ZHANG ; Xiaole LI ; Suna LIU ; Min NI ; Yihui REN ; Chong ZHANG ; Yaqing GUO ; Junqi LI ; Shubo LYU ; Chenlu JIA ; Ying SHI
Chinese Journal of Medical Genetics 2025;42(6):641-647
Objective:To explore the incidence, clinical features, genetic variant characteristics and prognosis of Glutaric acidemia type I (GA1) among neonates from Henan Province.Methods:A total of 814 625 neonates undergoing screening for inherited metabolic diseases by tandem mass spectrometry (MS/MS) at the Third Affiliated Hospital of Zhengzhou University from January 2016 to December 2022 were selected as the study subjects. A retrospective method was adopted to collect the clinical data of the patients. Whole exome sequencing was carried out to detect GCDH gene variants in individuals with positive results by GA1 newborn screening, and Sanger sequencing was used to verify the candidate variants. Based on the guidelines from the American College of Medical Genetics and Genomics (ACMG), the pathogenicity of candidate variants was rated. This study was approved by the Medical Ethics Committee of the Hospital (Approval Number: 2019 Medical Ethics Review No. 67). Results:Eight cases of GA1 were diagnosed among the 814 625 neonates. Blood glutaryl carnitine (C5DC) and urine glutaric acid (GA) levels of the 8 children were higher than the normal reference values. In total 12 variants were detected, all of which were missense variants. c. 1064G>A (p.Arg355His) was the most common one, accounting for 21.4% (3/14). Three GCDH gene variants, including 1297G>C (p.Ala433Pro), c. 467G>A (p.Gly156Asp) and c. 1125T>G (p.Cys375Trp), were previously unreported. REVEL software analysis predicted that all of the three variants were harmful. 3D protein structure modeling indicated that the three variants may cause amino acid residue alterations, and c. 1297G>C (p.Ala433Pro) and c. 1125T>G (p.Cys375Trp) may result in increase in hydrogen bonds and may affect the function of GCDH protein. By December 2023, one of the eight children had deceased, and another child had severe clinical symptoms with poor prognosis. Six children had a good prognosis, of which two had mild motor development delay and four had normal development without clinical symptoms. Conclusion:The incidence of GA1 in newborns screened by MS/MS in Henan Province is 1/101 828, and the carrier rate of pathogenic GCDH variants is 1/160. The c. 1064G>A (p.Arg355His) may be the hotspot variant of the GCDH gene among children with GA1 in Henan. Discovery of the three novel variants has enriched the mutational spectrum of the GCDH gene and provide a basis for the early diagnosis, treatment, prognosis and genetic counseling of this disease.
6.Analysis of the difficulities in developing integrated general practice and specialty diagnosis and treatment techniques in Shanghai communities: a mixed-methods study
Aizhen GUO ; Hongya LIU ; Dehua YU ; Hua JIN
Chinese Journal of General Practitioners 2025;24(7):793-800
Objective:To understand the difficulties in the development of community-based integrated general and specialized medical care in Shanghai, and to provide a scientific basis for further proposing strategies to promote the development of integrated general and specialized medical care.Methods:A mixed-methods study was used in this study. In the first stage, a quantitative method was used. From August to December 2023, 30 community health centers (CHCs) were randomly selected from 239 CHCs in the city that provided integrated general specialist care. In each of these CHCs, a questionnaire was administered to a manager and a general practitioner involved in integrated care for specific diseases. The content of the questionnaire included general demographic information and questions related to the integration of general and specialized care, covering six aspects: community-specific disease diagnosis and treatment, examination items, drug configuration, patient sources, support from specialists, and referrals. In the second stage, a qualitative method was used. From January to February 2024, face-to-face semi-structured interviews were conducted with the managers and general practitioners of the CHCs who had completed the questionnaire survey in the previous stage, to further understand the reasons for the difficulties in integrating general and specialist care.Results:(1) Quantitative research: a total of 30 community health center managers and 30 general practitioners participated in the questionnaire survey. The survey found that the top four difficulties were: lack of technology for diagnosis and treatment of special diseases (49, 81.7%), shortage of clinical medical technical examination (36, 60.0%), and insufficient drug configuration (33, 55.0%) and few patients with special diseases in the community (33, 55.0%). (2) Qualitative research: 12 community health center managers and 10 general practitioners participated in the interviews. The interviews explained the difficulties identified in the research from different angles, such as "lack of support from higher-level medical institutions, lack of ancillary examinations and drugs, and a single form of cooperation between and lower-level medical institutions". At the same time, the interviewees mentioned the difficulty of "insufficient staff involved in community-based integrated care", which complemented the research.Conclusions:There are difficulties in many aspects of community-based comprehensive and specialized treatment, such as collaboration between hospitals and community health institutions, specialist and general practitioner resources, patient sources, specialized treatment-related examination items and drugs, which need to be solved in a variety of ways to further promote the development of community-based integration of general practice and specialty care.
7.Safety and efficacy of the Neuroform EZ stent in treating severe symptomatic intracranial atherosclerotic stenosis
Ziang CHEN ; Wenbo LIU ; Dehua GUO ; Yanyan HE ; Mengyue LIU ; Yang ZHAO ; Yukuan PANG ; Tianxiao LI ; Yingkun HE
Chinese Journal of Cerebrovascular Diseases 2025;22(10):721-730
Objective To evaluate the safety and efficacy of the Neuroform EZ self expanding stent for severe symptomatic intracranial atherosclerotic stenosis(sICAS).Methods Retrospectively enrolled consecutive patients with severe sICAS who underwent percutaneous transluminal angioplasty and stenting(PTAS)with a Neuroform EZ stent in the Department of Cerebrovascular Disease,Henan Provincial People's Hospital,from March 2020 to December 2022.Baseline demographic and clinical data were collected,including age,sex,hypertension,diabetes mellitus,coronary artery disease,dyslipidemia,hyperhomocysteinemia,transient ischemic attack(TIA)and ischemic stroke,smoking history,modified Rankin scale(mRS)score at admission,and National Institutes of Health stroke scale(NIHSS)score.Preoperative imaging data included target vessel(basilar artery,intracranial segment of the internal carotid artery,middle cerebral artery,and intracranial vertebral artery),lesion length,degree of stenosis,and vascular morphology according to the Mori classification(type A,lesion length<5 mm with concentric or moderately eccentric stenosis;type B,lesion length<10 mm with severely eccentric stenosis;type C,lesion length>10 mm or arterial angulation>90°).Technical success was defined as accurate delivery and deployment of the stent with complete coverage of the target lesion and immediate post deployment residual stenosis<50%.Postoperative head CT was performed to detect intracranial hemorrhage.Periprocedural complications were recorded,including intracranial hemorrhage,arterial dissection,in stent thrombosis,and perforator occlusion occurring intraoperatively within 72 hours after the procedure.At one-month post-operation,patients were seen through outpatient follow-up for TIA,hemorrhagic or ischemic stroke,and all cause death.At 6 months after surgery,DSA or CT angiography(CTA)was performed to assess in stent restenosis(ISR,defined as>50%stenosis within the stent or within5mm of its edges,or>20%luminal loss).At 1 and 2 years postoperatively,ipsilateral ischemic stroke or TIA recurrence was assessed by outpatient visit or telephone follow up.Results A total of 76 patients with severe sICAS underwent PTAS with a Neuroform EZ stent(56 males,20 females,age 47-80 years,with a mean age of[61±10]years).(1)Within all patients enrolled,40 had middle cerebral artery,16 with basilar artery,6 with intracranial vertebral artery and 14 with intracranial internal carotid artery.The preprocedural lesion length was 2-15 mm,with a mean length of(6.2±2.5)mm,and stenosis severity was70%-99%,the mean severity was(83.2±6.9)%,with Mori type B being the most common type(57.9%[44/76]).(2)PTAS was successfully completed on all patients(technical success 100%).Pre dilation with a conventional balloon was performed in all cases(using balloon with diameter of 1.5-3.5mm,and stent with diameter of 2.5-4.5 mm and length of 15-30 mm).Immediate post procedural residual stenosis was(17.4±9.0)%,significantly lower than baseline(t=52.9,P<0.05),with a mean difference of 65.8%(95%CI63.3%-68.3%).(3)Among all 76patients,one patient developed a flow limiting dissection post balloon angioplasty,which recovered after stent deployment.One patient with basilar artery stenosis experienced recurrent ischemic stroke at 5-day postoperatively,presenting with right sided weakness and coughing on liquids.Imaging showed an acute infarct in the left pons,considered perforator occlusion.The overall periprocedural complication rate was 2.6%(2/76).(4)No deaths occurred within 30 days after surgery.Sixty nine patients(90.8%)underwent 6 month imaging follow up with DSA(52 cases)or CTA(17 cases).ISR occurred in 12 patients(17.4%),including 6 asymptomatic and 6symptomatic cases.The ipsilateral ischemic stroke recurrence rate was 6.6%(5/76)at1 year and13.2%(10/76)at2years.Conclusions Neuroform EZstent assisted PTASappears safe and feasible for the treatment of severe sICAS.The long term effectiveness requires confirmation in large,multicenter,prospective studies.
8.Newborn screening, clinical characteristics and genetic variant analysis of Glutaric acidemia type I in Henan Province
Xinyun ZHU ; Dehua ZHAO ; Yizhuo XU ; Jie ZHANG ; Xiaole LI ; Suna LIU ; Min NI ; Yihui REN ; Chong ZHANG ; Yaqing GUO ; Junqi LI ; Shubo LYU ; Chenlu JIA ; Ying SHI
Chinese Journal of Medical Genetics 2025;42(6):641-647
Objective:To explore the incidence, clinical features, genetic variant characteristics and prognosis of Glutaric acidemia type I (GA1) among neonates from Henan Province.Methods:A total of 814 625 neonates undergoing screening for inherited metabolic diseases by tandem mass spectrometry (MS/MS) at the Third Affiliated Hospital of Zhengzhou University from January 2016 to December 2022 were selected as the study subjects. A retrospective method was adopted to collect the clinical data of the patients. Whole exome sequencing was carried out to detect GCDH gene variants in individuals with positive results by GA1 newborn screening, and Sanger sequencing was used to verify the candidate variants. Based on the guidelines from the American College of Medical Genetics and Genomics (ACMG), the pathogenicity of candidate variants was rated. This study was approved by the Medical Ethics Committee of the Hospital (Approval Number: 2019 Medical Ethics Review No. 67). Results:Eight cases of GA1 were diagnosed among the 814 625 neonates. Blood glutaryl carnitine (C5DC) and urine glutaric acid (GA) levels of the 8 children were higher than the normal reference values. In total 12 variants were detected, all of which were missense variants. c. 1064G>A (p.Arg355His) was the most common one, accounting for 21.4% (3/14). Three GCDH gene variants, including 1297G>C (p.Ala433Pro), c. 467G>A (p.Gly156Asp) and c. 1125T>G (p.Cys375Trp), were previously unreported. REVEL software analysis predicted that all of the three variants were harmful. 3D protein structure modeling indicated that the three variants may cause amino acid residue alterations, and c. 1297G>C (p.Ala433Pro) and c. 1125T>G (p.Cys375Trp) may result in increase in hydrogen bonds and may affect the function of GCDH protein. By December 2023, one of the eight children had deceased, and another child had severe clinical symptoms with poor prognosis. Six children had a good prognosis, of which two had mild motor development delay and four had normal development without clinical symptoms. Conclusion:The incidence of GA1 in newborns screened by MS/MS in Henan Province is 1/101 828, and the carrier rate of pathogenic GCDH variants is 1/160. The c. 1064G>A (p.Arg355His) may be the hotspot variant of the GCDH gene among children with GA1 in Henan. Discovery of the three novel variants has enriched the mutational spectrum of the GCDH gene and provide a basis for the early diagnosis, treatment, prognosis and genetic counseling of this disease.
9.Analysis of the difficulities in developing integrated general practice and specialty diagnosis and treatment techniques in Shanghai communities: a mixed-methods study
Aizhen GUO ; Hongya LIU ; Dehua YU ; Hua JIN
Chinese Journal of General Practitioners 2025;24(7):793-800
Objective:To understand the difficulties in the development of community-based integrated general and specialized medical care in Shanghai, and to provide a scientific basis for further proposing strategies to promote the development of integrated general and specialized medical care.Methods:A mixed-methods study was used in this study. In the first stage, a quantitative method was used. From August to December 2023, 30 community health centers (CHCs) were randomly selected from 239 CHCs in the city that provided integrated general specialist care. In each of these CHCs, a questionnaire was administered to a manager and a general practitioner involved in integrated care for specific diseases. The content of the questionnaire included general demographic information and questions related to the integration of general and specialized care, covering six aspects: community-specific disease diagnosis and treatment, examination items, drug configuration, patient sources, support from specialists, and referrals. In the second stage, a qualitative method was used. From January to February 2024, face-to-face semi-structured interviews were conducted with the managers and general practitioners of the CHCs who had completed the questionnaire survey in the previous stage, to further understand the reasons for the difficulties in integrating general and specialist care.Results:(1) Quantitative research: a total of 30 community health center managers and 30 general practitioners participated in the questionnaire survey. The survey found that the top four difficulties were: lack of technology for diagnosis and treatment of special diseases (49, 81.7%), shortage of clinical medical technical examination (36, 60.0%), and insufficient drug configuration (33, 55.0%) and few patients with special diseases in the community (33, 55.0%). (2) Qualitative research: 12 community health center managers and 10 general practitioners participated in the interviews. The interviews explained the difficulties identified in the research from different angles, such as "lack of support from higher-level medical institutions, lack of ancillary examinations and drugs, and a single form of cooperation between and lower-level medical institutions". At the same time, the interviewees mentioned the difficulty of "insufficient staff involved in community-based integrated care", which complemented the research.Conclusions:There are difficulties in many aspects of community-based comprehensive and specialized treatment, such as collaboration between hospitals and community health institutions, specialist and general practitioner resources, patient sources, specialized treatment-related examination items and drugs, which need to be solved in a variety of ways to further promote the development of community-based integration of general practice and specialty care.
10.Habitat model based on lung CT for predicting brain metastasis of lung adenocarcinoma with epidermal growth factor receptor mutation
Lijuan LIN ; Ying LIN ; Yanqing WU ; Xiang LIN ; Wei GUO ; Yang SONG ; Dehua CHEN
Chinese Journal of Interventional Imaging and Therapy 2024;21(7):408-413
Objective To observe the value of habitat model based on lung CT for predicting brain metastasis(BM)of lung adenocarcinoma with epidermal growth factor receptor(EGFR)mutation.Methods Data of plain lung CT of 198 lung adenocarcinoma patients with EGFR-mutant were retrospectively analyzed.The patients were divided into training set(n=138)and test set(n=60)at the ratio of 7∶3,and further divided into BM subgroup and non-BM subgroup in each set.Then a logistic regression(LR)clinical model was constructed using variables being statistically different between subgroups in training set.For features extracted from tumor and subregion of tumor,radiomics models and habitat models were constructed based on random forest,Gaussian process(GP)and support vector machine(SVM)algorithms,and the best radiomics and habitat models with generalization ability were screened.LR combined model was constructed based on the predicted values of the best radiomics and habitat models with generalization ability,as well as the clinical model.Then receiver operating characteristic curves were drawn,and the area under the curves(AUC)were calculated to evaluate the efficacy of each model for predicting BM of lung adenocarcinoma with EGFR-mutant.Spearman correlation analysis was performed to observe the correlations between Ki-67 and habitat features of lung adenocarcinoma with EGFR-mutant.Results AUC of LR clinical model,GP radiomics model,SVM habitat model and LR combined model for predicting BM of lung adenocarcinoma with EGFR-mutant was 0.700,0.726,0.801 and 0.834 in training set,0.754,0.600,0.715 and 0.848 in test set,respectively.AUC of LR combined model was higher than that of LR clinical model in training set(P<0.001),also higher than that of GP radiomics model in test set(P=0.010).Compared with GP radiomics model and SVM habitat model,the performance of LR combined model was significantly and positively improved in training set(integrated discrimination improvement index[IDI]=8.60%,8.55%,both P<0.001).Ki-67 level of EGFR-mutant lung adenocarcinoma was lowly and positively correlated with habitatmap_original_glszm_lalgle extracted from habitat map(│rs│=0.201,P=0.004).Conclusion The habitat model based on lung CT could be used to predict BM of lung adenocarcinoma with EGFR-mutant effectively.

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