Magnetic Resonance Deep Learning Radiomic Model Based on Distinct Metastatic Vascular Patterns for Evaluating Recurrence-Free Survival in Hepatocellular Carcinoma.

BACKGROUND: The metastatic vascular patterns of hepatocellular carcinoma (HCC) are mainly microvascular invasion (MVI) and vessels encapsulating tumor clusters (VETC). However, most existing VETC-related radiological studies still focus on the prediction of VETC status. PURPOSE: This study aimed to build and compare VETC-MVI related models (clinical, radiomics, and deep learning) associated with recurrence-free survival of HCC patients. STUDY TYPE: Retrospective. POPULATION: 398 HCC patients (349 male, 49 female; median age 51.7 years, and age range: 22-80 years) who underwent resection from five hospitals in China. The patients were randomly divided into training cohort (n = 358) and test cohort (n = 40). FIELD STRENGTH/SEQUENCE: 3-T, pre-contrast T1-weighted imaging spoiled gradient recalled echo (T1WI SPGR), T2-weighted imaging fast spin echo (T2WI FSE), and contrast enhanced arterial phase (AP), delay phase (DP). ASSESSMENT: Two radiologists performed the segmentation of HCC on T1WI, T2WI, AP, and DP images, from which radiomic features were extracted. The RFS related clinical characteristics (VETC, MVI, Barcelona stage, tumor maximum diameter, and alpha fetoprotein) and radiomic features were used to build the clinical model, clinical-radiomic (CR) nomogram, deep learning model. The follow-up process was done 1 month after resection, and every 3 months subsequently. The RFS was defined as the date of resection to the date of recurrence confirmed by radiology or the last follow-up. Patients were followed up until December 31, 2022. STATISTICAL TESTS: Univariate COX regression, least absolute shrinkage and selection operator (LASSO), Kaplan-Meier curves, log-rank test, C-index, and area under the curve (AUC). P < 0.05 was considered statistically significant. RESULTS: The C-index of deep learning model achieved 0.830 in test cohort compared with CR nomogram (0.731), radiomic signature (0.707), and clinical model (0.702). The average RFS of the overall patients was 26.77 months (range 1-80 months). DATA CONCLUSION: MR deep learning model based on VETC and MVI provides a potential tool for survival assessment. EVIDENCE LEVEL: 3 TECHNICAL EFFICACY: Stage 3.

[Mechanism of Cyathulae Radix in treatment of knee osteoarthritis based on metabolomics].

Metabolomics based on ultra-high performance liquid chromatography-tandem quadrupole time-of-flight mass spectrometry(UHPLC-Q-TOF-MS) was employed to analyze the effect of Cyathulae Radix on serum and urine in rats with knee osteoarthritis, and to decipher the mechanism of Cyathulae Radix in the treatment of knee osteoarthritis. SD rats were randomized into a normal group, a model group, a positive drug group, and a Cyathulae Radix group. The knee osteoarthritis model was established by injecting 2% pa-pain and 0.03 mol·L~(-1) cysteine, and the serum levels of tumor necrosis factor-α(TNF-α) and matrix metalloproteinase-3(MMP-3) in the model group was measured to preliminarily evaluate the therapeutic effect of Cyathulae Radix on knee osteoarthritis. UHPLC-Q-TOF-MS was employed to establish the metabolic profile of endogenous small molecule metabolites in the four groups. Potential biomarkers were screened out by multivariate analysis methods such as partial least squares discriminant analysis(PLS-DA) and orthogonal partial least squares discriminant analysis(OPLS-DA) in combination with t-test, variable importance for projection(VIP), and fold-change. The related metabolic pathways were enriched with the help of MetaboAnalyst 5.0. The results showed that Cyathulae Radix alleviated the general signs of rats with knee osteoarthritis, and reduced the levels of TNF-α and MMP-3 in the rat serum. Twenty-eight differential metabolites that might be associated with the therapeutic effect of Cyathulae Radix were screened out from serum and urine. They were mainly involved in arginine biosynthesis, nicotinate and nicotinamide metabolism, tricarboxylic acid cycle, alanine, aspartate and glutamate metabolism, riboflavin metabolism, glyoxylate and dicarboxylate metabolism, and pyrimidine metabolism. Through metabonomics analysis, this study predicted the possible mechanism of Cyathulae Radix in the treatment of knee osteoarthritis, which laid a foundation for further research.

Add-on individualizing prediction of nasopharyngeal carcinoma using deep-learning based on MRI: A multicentre, validation study.

In nasopharyngeal carcinoma, deep-learning extracted signatures on MR images might be correlated with survival. In this study, we sought to develop an individualizing model using deep-learning MRI signatures and clinical data to predict survival and to estimate the benefit of induction chemotherapy on survivals of patients with nasopharyngeal carcinoma. Two thousand ninety-seven patients from three independent hospitals were identified and randomly assigned. When the deep-learning signatures of the primary tumor and clinically involved gross cervical lymph nodes extracted from MR images were added to the clinical data and TNM staging for the progression-free survival prediction model, the combined model achieved better prediction performance. Its application is among patients deciding on treatment regimens. Under the same conditions, with the increasing MRI signatures, the survival benefits achieved by induction chemotherapy are increased. In nasopharyngeal carcinoma, these prediction models are the first to provide an individualized estimation of survivals and model the benefit of induction chemotherapy on survivals.

MRI-detected residual retropharyngeal lymph node after intensity-modulated radiotherapy in nasopharyngeal carcinoma: Prognostic value and a nomogram for the pretherapy prediction of it.

BACKGROUND AND PURPOSE: To evaluate the prognostic value of MRI-detected residual retropharyngeal lymph node (RRLN) at three months after intensity-modulated radiotherapy (IMRT) in patients with nasopharyngeal carcinoma (NPC) and second, to establish a nomogram for the pretherapy prediction of RRLN. MATERIALS AND METHODS: We included 1103 patients with NPC from two hospitals (Sun Yat-Sen University Cancer Center [SYSUCC, n = 901] and Dongguan People's Hospital [DGPH, n = 202]). We evaluated the prognostic value of RRLN using Cox regression model in SYSUCC cohort. We developed a nomogram for the pretherapy prediction of RRLN using logistic regression model in SYSUCC training cohort (n = 645). We assessed the performance of this nomogram in an internal validation cohort (SYSUCC validation cohort, n = 256) and an external independent cohort (DGPH validation cohort, n = 202). RESULTS: RRLN was an independent prognostic factor for OS (HR 2.08, 95% CI 1.32-3.29), DFS (HR 2.45, 95% CI 1.75-3.42), DMFS (HR 3.31, 95% CI 2.15-5.09), and LRRFS (HR 3.04, 95% CI 1.70-5.42). We developed a nomogram based on baseline Epstein-Barr virus DNA level and three RLN status-related features (including minimum axial diameter, extracapsular nodal spread, and laterality) that predicted an individual's risk of RRLN. Our nomogram showed good discrimination in the training cohort (C-index = 0.763). The favorable performance of this nomogram was confirmed in the internal and external validation cohorts. CONCLUSION: MRI-detected RRLN at three months after IMRT was an unfavorable prognostic factor for patients with NPC. We developed and validated an easy-to-use nomogram for the pretherapy prediction of RRLN.

Choledochojejunostomy with an innovative magnetic compressive anastomosis: How to determine optimal pressure?

AIM: To investigate the optimal magnetic pressure and provide a theoretical basis for choledochojejunostomy magnetic compressive anastomosis (magnamosis). METHODS: Four groups of neodymium-iron-boron magnets with different magnetic pressures of 0.1, 0.2, 0.3 and 0.4 MPa were used to complete the choledochojejunostomy magnamosis. Twenty-six young mongrel dogs were randomly divided into five groups: four groups with different magnetic pressures and 1 group with a hand-suture anastomosis. Serum bilirubin levels were measured in all groups before and 1 wk, 2 wk, 3 wk, 1 mo and 3 mo after surgery. Daily abdominal X-ray fluoroscopy was carried out postoperatively to detect the path and the excretion of the magnet. The animals were euthanized at 1 or 3 mo after the operation, the burst pressure was detected in each anastomosis, and the gross appearance and histology were compared according to the observation. RESULTS: The surgical procedures were all successfully performed in animals. However, animals of group D (magnetic pressure of 0.4 MPa) all experienced complications with bile leakage (4/4), whereas half of animals in group A (magnetic pressure of 0.1 MPa) experienced complications (3/6), 1 animal in the manual group E developed anastomotic stenosis, and animals in group B and group C (magnetic pressure of 0.2 MPa and 0.3 MPa, respectively) all healed well without complications. These results also suggested that the time required to form the stoma was inversely proportional to the magnetic pressure; however, the burst pressure of group A was smaller than those of the other groups at 1 mo (187.5 ± 17.7 vs 290 ± 10/296.7 ± 5.7/287.5 ± 3.5, P < 0.05); the remaining groups did not differ significantly. A histologic examination demonstrated obvious differences between the magnamosis groups and the hand-sewn group. CONCLUSION: We proved that the optimal range for choledochojejunostomy magnamosis is 0.2 MPa to 0.3 MPa, which will help to improve the clinical application of this technique in the future.

miR-9 Modulates Osteosarcoma Cell Growth by Targeting the GCIP Tumor Suppressor.

Osteosarcoma is the most common primary bone tumor in humans, especially in childhood. However, the genetic etiology for its pathogenesis remains elusive. It is known that microRNAs (miRNAs) are involved in the development of tumor progression. Here we show that microRNA-9 (miR-9) is a potential oncogene upregulated in osteosarcoma cells. Knockdown of miR-9 in osteosarcoma resulted in suppressed colony formation and cell proliferation. Further study identified GCIP, a Grap2 and cyclin D interacting protein, as a direct target of miR- 9. In addition, GCIP overexpression activated retinoblastoma 1 (Rb) and suppressed E2F transcriptional target expression in osteosarcoma cells. Moreover, GCIP depletion reversed miR-9 knockdown induced colony formation and cell proliferation suppression. In sum, these results highlight the importance of miR-9 as an oncogene in regulating the proliferation of osteosarcoma by directly targeting GCIP and may provide new insights into the pathogenesis of osteosarcoma.

Population pharmacokinetics of naringin in total flavonoids of Drynaria fortunei (Kunze) J. Sm. in Chinese women with primary osteoporosis.

OBJECTIVE: To evaluate the effect of covariates on the pharmacokinetic profiles of naringin in the total flavonoids of Drynaria fortunei (Kunze) J. Sm. in the Qianggu Capsule () by evaluating Chinese women with primary osteoporosis. METHODS: A total of 98 female patients from the communities of Jingshan, Beixinqiao, Jiaodaokou, Chaoyangmen, and Donghuamen in Beijing, China, aged 40 to 80 years, were included in this study. Blood samples were collected before and 0.5, 1, 2, 3, 4, 6, 8, 10, 12, and 24 h after a single oral dose of Qianggu Capsule. The concentration in blood samples from 32 patients before and 0.5, 1, 2, 3, and 4 h after drug administration were determined by liquid chromatography-tandem mass spectrometry (LC-MS/MS) method, and full set of pharmacokinetic data was analyzed with nonlinear mixed-effect modeling (NONMEM) software. The mean of population parameters clearance (C1), central distribution volume (V), absorption rate constant (Ka1), inter-compartmental clearance (C2), peripheral distribution volume (V2) were set as parameters and estimated through base model, covariate model, and final model. Age, height, weight, blood urea nitrogen (BUN), serum creatinine (Scr), alanine transaminase (ALT), aspartate transaminase (AST), hyperlipidemia, Liver (Gan) Kidney (Shen) yin insufficiency (GSYI), Kidney (Shen) yang insufficiency (SYI) were set as covariates. RESULTS: The relationships between these parameters and covariates were analyzed. The results showed that C1 was the main parameter influenced by the selected covariates among the population parameters, and the relationships between the covariates and C1 were analyzed, among the selected covariates hyperlipidemia was identified as significant covariate of C1. CONCLUSION: The pharmacokinetic behaviors of naringin are altered with hyperlipidemia in Chinese women with primary osteoporosis.

An experimental study on acute brain radiation injury: dynamic changes in proton magnetic resonance spectroscopy and the correlation with histopathology.

PURPOSE: To investigate the correlation between the alterations of single-voxel (1)H MRS and the histopathological characteristics of radiation brain injury following radiation. MATERIALS AND METHODS: Twenty-seven rabbits were randomized into nine groups to receive radiation with a single dose of 25 Gy. The observation time points included a pre-radiation and 1, 2, 3, 4, 5, 6, 7, and 8 wk following radiation. Each treatment group underwent conventional MRI and single-voxel 1H MRS, N-acetyl aspartate (NAA), choline (Cho), and creatine (Cr) were observed over the region of interest, and the presence or absence of lactate (Lac) and lipid (Lip) was detected. Histological specimens of each group were obtained after image acquisition. RESULTS: The values of Cho were significantly increased in the first 3 wk, and decreased over the following 5 wk after radiation. Levels of NAA showed a trend toward a decrease 5 wk after radiation. The levels of Cr were not changed between before and after radiation. The Cho/NAA metabolic ratio was significantly increased in weeks 6, 7, and 8 following irradiation, compared to pre-radiation values. Vascular and glial injury appeared on 2 wk after RT in the histology samples, until 4 wk after RT, necrosis of the oligodendrocytes, neuronal degeneration and demyelination could be observed. CONCLUSIONS: MRS is sensitive to detect metabolic changes following radiation, and can be used in the early diagnosis of radiation brain injury.

Computed tomographic findings of skull base bony changes after radiotherapy for nasopharyngeal carcinoma: implications for local recurrence.

OBJECTIVE: To evaluate bony changes in the skull base after radiotherapy by computed tomography (CT) and their correlation with local recurrence in patients with nasopharyngeal carcinoma (NPC) without previous involvement of the skull base. DESIGN: Retrospective study. SETTING: Sun-Yat Sen University Cancer Center. METHODS: The records of 80 patients with NPC during the period from January 1992 to December 2005 were reviewed. All patients had been treated with radical radiotherapy or chemoradiotherapy at standard doses and were followed up with plain and contrast-enhanced CT every 6 months for 45.5 (range 12-108) months. MAIN OUTCOME MEASURES: The types, areas, time of the first occurrence after radiotherapy and development of the postradiation bony changes of the skull base, and local recurrence rates of NPC were measured. RESULTS: Eighteen patients (22.5%) had sclerosis in some area of the skull base, and the sclerosis in 5 (27.8%) of these patients changed into osteoporosis in 1 to 5 years after its appearance. Seventeen patients (21.3%) had osteolysis. The local recurrence rate of patients with osteolysis was observed to be significantly higher than that of patients with sclerosis (p < .0001). CONCLUSIONS: The appearance of osteolytic changes in the skull base during follow-up of patients with NPC who had normal skull base morphology before treatment was associated with tumour recurrence.

Kimura's disease: the CT and MRI characteristics in fifteen cases.

OBJECTIVE: To summarize the CT and MRI features in a series of fifteen cases of Kimura's disease. MATERIALS AND METHODS: The clinical data, CT and MRI findings of 15 patients with histologically proved Kimura's disease were retrospectively reviewed. All imaging data were consensually evaluated by two radiologists to determine the lesion location, number, morphology, margin, signal intensity or CT density, lesion texture, contrast enhancement pattern and involvement of adjacent structures. RESULTS: There were 14 male and 1 female, with peripheral blood eosinophilia in all 14 patients. 13 patients were presented with a painless mass. 13 patients had lesions located in the head and neck related to the major salivary glands. 1 patient had lesion in groin. Subcutaneous fat diffuse atrophy around the tumor site was found in 11 patients. 9 patients had solitary mass and 6 patients had multiple masses. Most masses were ill-defined, but no specific density or signal patterns were found. Most patients exhibited enlarged or obviously enhanced abnormal lymph nodes but without necrosis. CONCLUSION: The characteristic distribution, morphology with enlarged draining lymphadenopathy, combined with the clinical features and laboratory examination enables a confident preoperative diagnosis of Kimura's disease.

[Imaging features and clinicopathological manifestations of solitary fibrous tumors].

OBJECTIVE: To investigate the imaging features, clinical manifestations and pathological characteristics of solitary fibrous tumors (SFT). METHODS: The clinicopathological manifestations and medical imaging findings were analyzed retrospectively in 27 patients with surgically confirmed SFT. RESULTS: The SFTs originated from different parts of the body, including 18 in the chest, 4 in the abdomen, 1 in the lumboscral area, 3 in the pelvis, and 1 in the left shoulder. Twenty-three cases were found by CT scan, among which there were 16 benign diseases, presented with well-defined round or elliptic margins, with homogeneous attenuation and clearly surrounding; 6 malignant cases with unclear demarcations, invasive surrounding, heterogeneous attenuation due to calcification and/or irregular necrosis, and 1 junctional case with well-defined margins, which was enlarged during follow-up. There were 4 SFTs scanned by MRI with clear margin and homogeneous or heterogeneous signal intensity. All of the 4 cases were isointense or hyperintense to muscle on T1-weighted images, and were hyperintense on the T2-weighted images. All tumors showed heterogeneously intense enhancement with geographic pattern. Immunohistochemical staining showed that CD34-positive was 81.5%, vimentin (100.0%), CD99 (100.0%) and bcl-2 (96.3%), as well as negative CK (100.0%) and S-100 (96.3%). CONCLUSION: The location of SFT is varying. Though its clinical manifestations vary, the diagnosis is depended on pathology and immunohistochemistry. There are certain specific features related to SFTs on CT or MRI. These imaging techniques may serve to provide helpful information as to the location and vicinal anatomic structure of the tumor, which is of substantial importance for planning surgery.

[Diagnostic value of ADC and rADC of diffusion weighted imaging in malignant breast lesions].

OBJECTIVE: The aim of this study was to evaluate the value of diffusion weighted imaging (DWI) in the diagnosis of patients with breast diseases. METHODS: Fifty-three consecutive patients were scanned with GE signa HDx 1.5 T magnetic resonance system equipped with 8-channel breast coil. DWI was scanned by SE-EPI sequence in b values of 500 s/mm(2) and 800 s/mm(2), respectively. The apparent diffusion coefficients (ADC) of these lesions were measured. The mean apparent diffusion coefficients (ADC) of these lesions were calculated in b values of 500 s/mm(2) and 800 s/mm(2), respectively. These lesions' ADC value (rADC) was counted respectively and the result of the rADC was equal to the lesion's ADC divided by the ADC of the ipsilateral normal breast tissue. Threshold of ADC and rADC for differential diagnosis was acquired by ROC (receiver operating characteristic curve) analysis. Different imaging technologies were evaluated emphasizing their sensitivity, specificity and accuracy. RESULTS: Sixty-six lesions of 53 cases were confirmed by pathology, including 39 malignant lesions and 27 benign lesions. (1) b = 500 s/mm(2), the threshold of ADC value was 1.435 x 10(-3) mm(2)/s, with a sensitivity of 82.1% and a specificity of 81.5%. The threshold of rADC value was 0.62, with a sensitivity of 76.9% and a specificity of 100%. (2) b = 800 s/mm(2), the threshold of ADC value was 1.295 x 10(-3) mm(2)/s, with a sensitivity of 79.5% and a specificity of 81.5%. The threshold of rADC value was 0.71, with a sensitivity of 89.7% and specificity of 88.9%. (3) The area under the ROC curve was increased for the four diagnostic indicators (ADC(500), ADC(800), rADC(500), rADC(800)). CONCLUSION: DWI spends short time, and it doesn't need contrast material. ADC value and rADC value have a high sensitivity and specificity as a diagnostic indicator. DWI is helpful in improving the specificity of MR and may become one of valuable conventional procedures for breast tumor diagnosis.

[Correlation of multi-slice spiral CT features to clinicopathologic manifestations of gastrointestinal stromal tumor: a report of 49 cases].

BACKGROUND AND OBJECTIVE: Gastrointestinal stromal tumor (GIST) is one of the most common mesenchymal tumors of the digestive system. Imaging examination plays an important role in preoperative diagnosis and postoperative evaluation for it. This study was to describe the multi-slice spiral computed tomographic (MSCT) findings and pathologic features of GIST, and to analyze their correlation. METHODS: MSCT and pathologic reports of 49 patients with 53 pathologically confirmed GIST lesions were reviewed and compared. RESULTS: Of the 53 GIST lesions, 14 were at very low biological risk, 11 at low risk, ten at moderate risk and 18 at high risk; 36 (67.9%) were found in first visit by CT scans. On CT images, the GIST lesions with maximal diameter of > or =50 mm showed irregular shape, invasive growth, presence of cystic area and heterogeneous enhancement, and most of them were at high risk; the lesions with maximal diameter of <50 mm showed regular shape, expansive growth, and homogeneous enhancement, and most of them were at risk of moderate or below. No lymph node metastasis was found. Only three lesions showed S100-positive, which presented infiltration along the gastric wall or bowel ring on CT images. CONCLUSIONS: CT examination is helpful in risk prediction for GIST, but it is difficult to detect small lesions (< 2 cm) by CT scans. Due to the infiltrative growth of GIST with neural differentiation (S100-positive), it is difficult to distinguish GIST from gastric cancer on CT images.

[The effect of thalidomide in preventing delayed nausea and vomiting induced by GP regimen of chemotherapy for non-small cell lung cancer].

OBJECTIVE: To observe the effect of thalidomide in preventing nausea and vomiting induced by emetogenic cisplatin (CDDP) chemotherapy in patients with advanced non-small cell lung cancer. METHODS: This study was carried out as a prospective, randomized control clinical trial. 61 patients with advanced non-small cell lung cancer were scheduled to receive chemotherapy (gemcitabin 1000 mg/m(2) i.v. gtt d1, 8 and CDDP 75 mg/m(2) i.v. gtt d1, GP regimen). The patients were randomly divided into a treatment and control groups. All patients in both groups received ramosetron 0.3 mg intravenously (i.v.) and metoclopramide 20 mg intramuscularly (i.m.) 30 min prior to chemotherapy to prevent nausea and emesis on day 1. In the treatment group, addition of thalidomide (50 mg p.o. bid) were administered on days 1 to 5 after the start of chemotherapy. RESULTS: Acute nausea was effectively controlled in 74.2% of the patients in the control group and in 90.0% of treatment group. Acute vomiting was effectively controlled in 90.3% of the patients in the control group and in 93.3% of treatment group. No statistically significant differences showed in effective control of acute nausea and vomiting between the 2 groups (P = 0.108; P = 1.000). Delayed nausea was effectively controlled in 19.4% of the patients in control group and in 56.7% in the treatment group. Delayed vomiting was effectively controlled in 48.4% of the patients in control group and 76.7% in treatment group. Statistically there was a significant differences in effective control of delayed nausea and vomiting between the 2 groups (P = 0.003, P = 0.023). Both antiemetic regimens were well tolerated, and no significant difference was observed in adverse events between the 2 groups (P > 0.05). CONCLUSION: Our results demonstrate that thalidomide is highly effective in controlling delayed nausea and vomiting episodes in patients induced by moderately emetogenic chemotherapy. Moreover, no serious toxic effects are induced by this treatment.