1.Applications of MRS in acute and subacute stage of diffuse axonal inj ury
Xingyue JIANG ; Qingzhi XIE ; Liang CHEN ; Jingmin DONG ; Shenghua ZHANG ; Bin WANG ; Wanfeng FAN
Journal of Practical Radiology 2014;(4):547-551,560
Objective To investigate the characteristic of MRS in patients suffered diffuse axonal injury (DAI)in acute and suba-cute stage,and the correlation between MRS changes and the severity of disease.Methods We reported MRI and proton magnetic resonance spectroscopy studies of 3 6 head-inj ured patients in acute and subacute stage.Proton magnetic resonance spectra were ac-quired from the white matter and gray matter of bibateral frontal lobe that on conventional MRI appeared normal by using 2D MRSI at 3.0T MRI .30 volunteers as contronl were studied at the same time.Results In patient group,N-acetylaspartate/creatine ratios were (2.14±0.15)and (1.71±0.08)choline/creatine ratios were(1.35±0.13)and (1.03±0.08)for the white matter and the gray matter,respectivily.The brain N-acetylaspartate/creatine ratio was reduced and the choline/creatine ratio was increased in pa-tient group compared with the controls.The increase in the choline/creatine ratio was significant even in the moderate and severe in-j ured groups.Furthermore,there was a significantly correlation between the severity of head inj ury and the N-acetylaspartate/cho-line ratio,and changes in patients with metabolite ratios of the GCS score had a strong correlation.Conclusion We conclude that DAI patients with normal conventional imaging manifestations of the frontal lobe appear metabolite ratio change,suggesting the existence of local cerebral inj ury,and it has a strong correlation between the prognosis and MRS changes.MRS may provide an useful method that can tell us the severity of the brain inj ury in patients with DAI .
2. Effects of axial vascular network flap of scalp or anterolateral thigh perforator flap with fascia lata on repairing defects after radical resection of scalp carcinoma in patients
Wanfeng ZHANG ; Xiaofeng ZHANG ; Qiufang GAO ; Xuetao NIU ; Yajun MA ; Baoen WU ; Bin MA ; Feng LIANG ; Aiwu WANG
Chinese Journal of Burns 2017;33(8):491-496
Objective:
To observe the effects of axial vascular network flap of scalp or anterolateral thigh perforator flap with fascia lata on repairing defects after radical resection of scalp carcinoma in patients.
Methods:
From February 2006 to December 2015, twenty-one patients with scalp carcinoma were admitted to our hospital, and the carcinoma invaded external lamina or full-thickness of skull and dura mater. After perfect preoperative examination, carcinoma and scalp tissue in 3 to 5 cm from the edge of carcinoma, external lamina or full-thickness of skull and invaded dura mater were resected and sentinel lymph nodes around carcinoma were cleaned in 3 to 4 days after admission. The postoperative defects with size reached from 11 cm×8 cm to 22 cm×18 cm. The flap transplantation was performed at the same time when quick frozen pathological examination results of resected scalp carcinoma margin tissue, skull, dura mater margin and basal tissue, and sentinel lymph nodes showed completely negative. Defects in 3 elderly patients were repaired by single or multiple axial scalp vascular network flaps, with the resected flaps size ranged from 12 cm×7 cm to 19 cm×14 cm. Defects in the other 18 patients were repaired by anterolateral thigh perforator flaps with fascia lata, with the resected flaps size ranged from 13 cm×10 cm to 23 cm×19 cm and the resected fascia lata size ranged from 8 cm×7 cm to 10 cm×10 cm. The head donor site of flap was repaired by medium thickness skin of head and back; the thigh donor site of flap was repaired by medium thickness skin of thigh on the same side. All patients gave up postoperative radiotherapy, chemotherapy, and other follow-up treatments.
Results:
After operation, the flap and skin in all patients survived completely, with no vascular crisis or other condition. During the follow-up for 6 months to 9 years, all patients showed good appearance except for baldness in operation area of head, with no obvious malformation in head donor site of flap and skin, no swollen external hernia in the brain tissue, and no local recurrence or distant metastasis of carcinoma. The appearance of thigh donor site of flap and skin was good, with normal muscle strength and movement of lower limbs.
Conclusions
Patients with scalp carcinoma were performed with radical resection of carcinoma, and axial vascular network flap of scalp or anterolateral thigh perforator flap with fascia lata were applied to repair the postoperative defects, with good appearance of head operation area and no local recurrence or distant metastasis of carcinoma.
3.Identification of Protein-Coding Gene Markers in Breast Invasive Carcinoma Based on Machine Learning
Yue WU ; Kaiyuan MIN ; Jiangfeng LIU ; Wanfeng LIANG ; Yehong YANG ; Gang HU ; Juntao YANG
Acta Academiae Medicinae Sinicae 2024;46(2):147-153
Objective To screen out the biomarkers linked to prognosis of breast invasive carcinoma based on the analysis of transcriptome data by random forest(RF),extreme gradient boosting(XGBoost),light gradient boosting machine(LightGBM),and categorical boosting(CatBoost).Methods We obtained the ex-pression data of breast invasive carcinoma from The Cancer Genome Atlas and employed DESeq2,t-test,and Cox univariate analysis to identify the differentially expressed protein-coding genes associated with survival prog-nosis in human breast invasive carcinoma samples.Furthermore,RF,XGBoost,LightGBM,and CatBoost mod-els were established to mine the protein-coding gene markers related to the prognosis of breast invasive cancer and the model performance was compared.The expression data of breast cancer from the Gene Expression Omnibus was used for validation.Results A total of 151 differentially expressed protein-coding genes related to survival prog-nosis were screened out.The machine learning model established with C3orf80,UGP2,and SPC25 demonstrated the best performance.Conclusions Three protein-coding genes(UGP2,C3orf80,and SPC25)were screened out to identify breast invasive carcinoma.This study provides a new direction for the treatment and diagnosis of breast invasive carcinoma.