The purpose of this study is to show the basic principle of receiver operating characteristic (ROC). Some advantages of ROC were given. A simple ROC curve was made to explain the method of plotting. An example of ROC applied to fMRI data was displayed, which showed that ROC can be effectively used in fMRI data.
Brain ; physiology ; Humans ; Magnetic Resonance Imaging ; ROC Curve ; Signal Processing, Computer-Assisted

Objective Placental transmogrification of the lung(PTL) is rare;summarizes the reported cases and add our two cases, to explore the best diagnosis and treatment strategy.Methods Review of the cases reported in the literature, combined with the 2 cases described in this article, summarizes the characteristics of PTL and analyzed the best diagnosis and treatment strategy.Results We reported two cases of placental transmogrification of the lung, both presented in the right lower lobe, imaging performance as a giant bulla with a cystic nodule.VATS lobectomy was performed in both cases, no complication after operation.Combined with literature review of 34 cases of patients to analyze the best diagnosis and treatment strategy.Conclusion Grossly and microscopically, the lesion resembles placental tissue, with formation of placental villus-like papillary structures covered by epithelial cells.The most common imaging manifestation of PTL is a bullous emphysema pattern or with a mixed pattern of thin-walled cystic lesions and nodules.Early diagnosis and surgical operation should be performed as soon as possible, these lesions are best treated by minimally invasive surgery, leaving as much normal lung tissue and avoiding pneumonectomy if possible.Surgical treatment is usually curable and leads to successful improvement of symptoms and quality of life.

Cytochrome P450 enzyme 1A1 (CYP 1A1) is one of the main members of CYP1A subfamily, which participates in metabolizing and activating a variety of indirect carcinogens. CYP1A1 can induce carcinogenesis by participating in activating exogenous compounds to produce intermediates or active metabolites that bind to specific biomolecules. CYP1A1 plays a critical role in the metabolic activation of benzo(a)pyrene e ［B(a)P］, and plays a key role in activating the toxic and carcinogenic effects of B(a)P. CYP1A1 involves in the metabolic activation of 7,12-dimethyl benzanthracene and 2-amino-1-methyl-6-phenylimidazo［4,5-b］pyridine (PhIP), and plays an important role in PhIP-induced genotoxicity. CYP1A1 is the main enzyme to metabolize and activate 7H-dibenzo［c,g］carbazole (DBC), a key factor in the carcinogenic effect of DBC. CYP1A1 is also associated with metabolic activation of indirect carcinogens such as aflatoxin B1, 3-nitrobenzene, and naphthalene. Inhibition of the catalytic activity of CYP1A1 can decrease the CYP1A1-mediated activity of carcinogens, thus playing a role in the prevention and treatment of malignant tumors.

In order to simplify the distal femoral comminuted fracture surgery and improve the accuracy of the parts to be reset, a kind of surgery orienting model for the surgery operation was designed according to the scanning data of computer tomography and the three-dimensional reconstruction image. With the use of DiMetal-280 selective laser melting rapid prototyping system, the surgery orienting model of 316L stainless steel was made through orthogonal experiment for processing parameter optimization. The technology of direct manufacturing of surgery orienting model by selective laser melting was noted to have obvious superiority with high speed, precise profile and good accuracy in size when compared with the conventional one. The model was applied in a real surgical operation for thighbone replacement; it worked well. The successful development of the model provides a new method for the automatic manufacture of customized surgery model, thus building a foundation for more clinical applications in the future.
Computer-Aided Design ; Femoral Fractures ; surgery ; Fractures, Comminuted ; surgery ; Humans ; Lasers ; Models, Anatomic ; Surgery, Computer-Assisted ; instrumentation

Purpose To summarize the clinical features, MRI features and pathological features of aggressive angiomyxoma (AAM) occurring in pelvic and perineal areas. Materials and Methods The clinical, MR and pathological data of 7 patients with AAM pathologically confirmed were retrospectively analyzed. Results Seven cases of AAM were all females, aged from 12 to 45 years old. Among them, 5 cases were treated due to perineal area tumors, and 2 cases due to relapses after surgical treatment of perineal area AAM in other hospitals. MRI findings: 7 cases were single occurrence with the maximum diameter of 5.9-15.7 cm; 6 cases were in irregular shape, with no envelope and unclear borders with adjacent tissues or organs; 1 case was in long column shape with clear boundary and pseudocapsule visible. On T1WI, AAM showed equal signal (4/7) or equal, low mixed signal (3/7). On T2WI, AAM showed high and low mixed signals with 5 cases of "vortex sign". 5 cases underwent routine enhancement examinations, all demonstrating significant enhancement, 4 cases of which displayed heterogeneous enhancement ("vortex sign" was detected in 2 cases) and 1 case homogeneous enhancement. On diffusion weighted imaging, AAM manifested as homogeneous (3/7) or heterogeneous (4/7) high signal. Pathological examination showed that a large amount of mucin-like matrix was contained in AAM, and there were scattered fusiform and astral tumor cells and abundant arterial and venous blood vessels seen locally. Tumor cells infiltrated the peripheral fat or muscle tissues at the border. Conclusion The characteristic MRI of AAM is manifested as "vortex sign", which corresponds to its pathological features such as sparse tumor cells, mucin-like matrix in large amount, and locally rich blood vessels, suggesting great significance for imaging diagnosis.

Objective: To study the clinicopathologic feature, diagnostic strategy and prognostic significance of primary carcinoid of the ovary (PCOTO). Methods: A series of 17 patients previously diagnosed as PCOTO at Department of Pathology, Peking Union Medical College Hospital during the period from 2002 to 2017 were evaluated with clinical data analysis, histopathology and immunohistochemistry, and the patients were followed up and the relevant literatures were reviewed. Results: The age of patients ranged from 24 to 64 years (mean, 42 years). Fourteen patients were found a pelvic mass for a health check-up, and only 3 patients presented with pain in the lower abdomen. The left ovary was involved initially in ten patients, and the right in seven. The major axis of the tumor ranged from 2 to 14 cm. The surface of these tumors was smooth. Seven of the tumors were solid-cystic, 6 were cystic and 4 were solid. Under light microscope, 6 cases were diagnosed as strumal carcinoid, 4 cases were insular carcinoid, 4 cases were trabecular carcinoid, 3 cases were insular and trabecular mixed type carcinoid and 1 case was mucinous carcinoid. The mitotic figures were no more than 1/10 HPF.There were 11 cases complicated with other ovarian tumors, including 10 cases with teratoma, and 1 case with mucinous cystic adenoma. The paraffin-embedded tissues of all cases showed immunoreactivity for NSE and Syn, and the positive propotion of CgA was 10/17. TTF1 was positive in thyroid follicles and negative in strumal carcinoid. The positive index of Ki-67 was no more than 2%. Follow-up of 13 to 188 months showed 16 patients without recurrence and 1 patients were loss to follow-up. Conclusions PCOTO is very rare. Most of the patients are found with a mass during health check-up in unilateral ovary and without obvious clinical symptoms. Histologically, the tumor always exists with other ovarian tumors, including teratoma and mucinous cystic adenoma, with relatively good prognosis.

Objective To evaluate the correction rate,accuracy of pedicle screw fixation and overall clinical efficacy of intravertebral osteotomy and internal fixation surgery with the assistance of 3D printing guide plates in treatment of severe kyphosis.Methods A single-center nonrandomized clinical pilot study was conducted on 19 patients(8 males and 11 females)with severe kyphosis undergoing intravertebral osteotomy between December 2018 and June 2023.Seven of them(CAD group)had preoperative planning with computer-aided design(CAD)and intraoperative guidance of individualized 3D printing guide plates.And another 12 patients(control group)were corrected with conventional pedicle screw placement.Postoperative evaluation included assessment of posterior Cobb angle,spinal angular correction rate,accuracy of pedicle screw placement and Oswestry Dysfunction Index(ODI)questionnaire.Results The 19 patients were at a mean age of 48.0 years,and followed up for 26.4(9～54)months.All of them achieved relatively satisfactory corrective results,with those of the CAD group having a correction rate of 96.83％and those of the control group of 86.61％.There were no statistical differences in average intraoperative blood loss(857 vs 1 045 mL)and average operative time(344 vs 402 min),but significant difference was observed in average length of hospital stay(11 vs 18 d,P＜0.05)between the 2 groups.A total of 278 nails were placed in this study,including 70 guide-assisted pedicle screws,97.1％of which were grade A or B.In the control group,208 pedicle screws were placed,93.8％of which were grade A or B.Postoperative CT/X-ray scanning displayed that both groups achieved certain correction for kyphosis.No obvious difference was found in the average spinal angular correction(43.37° vs 36.10°),and significantly higher correction rate was seen in the CAD group than the control group(96.83％vs 86.61％,P＜0.01).The ODI value was notably lower in the CAD group than the control group(P＜0.05).Conclusion CAD-assisted preoperative planning,surgical simulation and individualized 3D printing guide plates can promote surgical correction and accuracy of pedicle screw placement and improves the quality of life of patients with severe kyphotic deformity.

Objective:To evaluate the diagnostic value of multiparametric cardiac magnetic resonance(CMR)or detecting the occurrence of acute rejection(AR)after heart transplantation(HT).Methods:From 2019 to 2021, 44 HT recipients are prospectively recruited from Guangdong Provincial People's Hospital.Another 51 healthy volunteers are recruited from a local community as healthy controls.CMR studies are performed for obtaining baseline parameters.According to the clinicopathological diagnostic criteria of AR by the consensus of International Society for Heart and Lung Transplantation, 81 CMR studies of 44 HT recipients are further divided into two groups of AR (18 cases)and non-AR(71 cases). CMR parameters includ global ventricular structure/function, T2, T1, extracellular volume(ECV)and late gadolinium enhancement(LGE). A combined model is established by binary Logistic regression and receiver operator characteristic curve(ROC)constructed.Results:The age range is(41.8±16.8)years in 44 HT recipients and(41.8±9.7)years in 51 healthy controls.T1 mapping indicated that myocardial global ECV of left ventricle is significantly higher in AR patients than non-AR controls(32.4%±6.0% vs 28.5%±2.4%; P<0.001 9). Global native T1 is higher in AR group than that in non-AR group(49.8±3.1 vs 47.5±2.8 ms, P=0.009)and the difference is statistically significant.The cutoff value of global ECV is 30.62% with a sensitivity of 61% and a specificity of 86% for detecting AR.And T2 mapping reveale that T2 value of global left ventricle is significantly higher in AR group than that in non-AR group(49.8±3.1 vs 47.5±2.8 ms, P=0.009). LGE extent is significantly higher in AR group than those in non-AR group( P=0.004). Through including global native T1 and ECV into a logistic regression model, multiparametric CMR can yield an area under curve(AUC)of 0.794.It hints at the potential of CMR for detecting AR. Conclusions:Multiparametric cardiac magnetic resonance offers an excellent predictive capacity for a noninvasive detection of AR.

Objective We aimed to investigate the overexpression of succinic dehydrogenase (SDH) B and MIB-1 in patients with pheochromocytoma/paraganglioma(PHEO/PGLs) and its significance for predicting the clinical malignant behavior.Methods From August 2008 to April 2016,the clinical characteristics of 93 patients with PHEO/PGLs were analyzed retrospectively.There were 57 males and 36 females,with an average of 34 years,ranging 8-73 years old.There were 68 cases of adrenal pheochromocytoma and 25 cases of paraganglioma.There were 79 cases with hypertension and 14 cases of adrenal accidental tumors.Sixty-six cases with typical hyper-catecholamine secretion symptoms and 27 cases with non-functional PHEO/PGL.Benign PHEO/PGLs were 77 cases and malignant 16 cases.The tumor was located on the left side in 39 cases,on the right side in 32 cases and multiple lesions in 22 cases.The diameter of the PHEO/PGL tumor was (6.8 ± 2.7) cm.The 24 h urine catecholamine was measured before operation,which showed epinephrine was (42.6 ± 5.1) μg/24 h,norepinephrine was (167.5 ± 13.5) μg/24h and dopamine was (246.4 ± 71.2)μg/24h.Six cases wihtout hereditary diseases of urinary system were selected as normal control group.SDHB,SDHAF2,SDHC,SDHD,VHL and RET gene mutations were detected in all patients.Immunohistochemical panel has been performed to detect the expression of SDHB,MIB-1,EPAS1,VEGF-1 receptor (VEGF-1 R),and chromain A (CgA) in 93 specimens of PHEO/PGL tissue.The positive granular cytoplasm staining ＞ 50％ was strongly positive (+ + +),11％ to 50％ was moderately positive (+ +),1％ to 10％ was weak positive (+) and the negative was compared with the known positive internal reference,that is,there was less than 1％ or no stain completely.Results SDHB,SDHAF2,SDHC,SDHD,VHL and RET gene mutations in 27 cases (29.5％).Nine patients with SDHB gene mutation (9.7％).RET proto-oncogene mutations in 8 cases (8.6％).3 cases had VHL mutation (3.2％).Immunohistochemical staining showed that MIB-1 positive expression was found in 7 of 9 patients with SDHB gene mutation.Six cases in the control group were negative for gene detection and MIB-1,EPAS1,CgA and VEGF-1R immunohistochemical results.EPAS1 showed moderately positive in patients with PHEO/PGL and strong positive in patients with malignant PHEO/PGL.In 9 cases with SDHM mutation,EPAS1 was noticed positive in seven cases,which showed the relationship with CgA,MIB-1 and VEGF-1R.Conclusions The SDHB gene mutation is usually shown as a paraganglioma focus outside the adrenal gland.And 9.8％ of the paragangliomas were associated with a mutation of the SDHB gene with an increase in malignant risk.The SDHB mutation caused over-expression of MIB-1 and the positive expression of EPAS1 and VEGF-1R in PHEO/PGL tissues,which was associated with invasion and metastasis of malignant PHEO/PGL.

Objective: To compare the clinicopathologic features and prognosis of the subtypes in a consecutive series of gastric cancers (GC) patients basing on the revised Lauren′s classification so as to better understand the biological behavior of GC. Methods: The surgically resected GC from Peking Union Medical College Hospital during 2003-2005 were reviewed for patients′ age, gender, tumor size, location, Borrman classification, depth of invasion, lymph node metastasis, vascular invasion, and tumor growth pattern (Ming classification). Results: One hundred and sixty-six GC cases were enrolled and classified into four groups: intestinal GC (30, 18.1%), diffuse GC (56, 33.7%), solid GC (9, 5.4%), and mixed GC (71, 42.8%). Intestinal GC patients were older[ (63.2±11.3) years], with a male predominance, and were more frequently found in the antrum. Intestinal GC was the most common subtype for early GC, and tend to develop liver metastases. Diffuse GC patients were youngest [(52.2±12.7) years], with no gender difference, and were usually found in the antrum. Microscopically, diffuse GC were more likely infiltrative (51/56, 91.1%), and tended to metastasize by lymphatic pathway. Solid GC were usually large[ (6.4±2.2) cm], with a male predominance, and the most frequent site was the body/fundus. Solid GC were more likely to show expansile growth pattern with greater depth of invasion (8 of 9 cases were T3/4), but lower rate of lymphatic metastasis. Mixed GC also showed a male predominance, usually found in the antrum, and showed an infiltrative growth pattern (49/71, 69.0%). Though there was fewer T3/4 than solid and diffuse GC, mixed GC were more likely to show lymph nodes, vascular metastases and liver metastases (13/71, 18.3%). TNM staging, lymph nodes metastasis, lymphovascular invasion and revised Lauren′s classification were four independent prognostic factors on multivariate analysis(P<0.05). The survival of patients with mixed GC were significantly worse than patients with other histological types. Conclusion Revised Lauren′s classification for GC has four distinct subgroups and can be used as independent prognostic factors.