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1.
Lancet Oncol ; 25(8): 1092-1102, 2024 Aug.
Article in English | MEDLINE | ID: mdl-39068945

ABSTRACT

BACKGROUND: Empirical chemotherapy remains the standard of care in patients with unfavourable cancer of unknown primary (CUP). Gene-expression profiling assays have been developed to identify the tissue of origin in patients with CUP; however, their clinical benefit has not yet been demonstrated. We aimed to evaluate the efficacy and safety of site-specific therapy directed by a 90-gene expression assay compared with empirical chemotherapy in patients with CUP. METHODS: This randomised controlled trial was conducted at Fudan University Shanghai Cancer Center (Shanghai, China). We enrolled patients aged 18-75 years, with previously untreated CUP (histologically confirmed metastatic adenocarcinoma, squamous cell carcinoma, poorly differentiated carcinoma, or poorly differentiated neoplasms) and an Eastern Cooperative Oncology Group (ECOG) performance status of 0-2, who were not amenable to local radical treatment. Patients were randomly assigned (1:1) by the Pocock and Simon minimisation method to receive either site-specific therapy or empirical chemotherapy (taxane [175 mg/m2 by intravenous infusion on day 1] plus platinum [cisplatin 75 mg/m2 or carboplatin area under the curve 5 by intravenous infusion on day 1], or gemcitabine [1000 mg/m2 by intravenous infusion on days 1 and 8] plus platinum [same as above]). The minimisation factors were ECOG performance status and the extent of the disease. Clinicians and patients were not masked to interventions. The tumour origin in the site-specific therapy group was predicted by the 90-gene expression assay and treatments were administered accordingly. The primary endpoint was progression-free survival in the intention-to-treat population. The trial has been completed and the analysis is final. This study is registered with ClinicalTrials.gov (NCT03278600). FINDINGS: Between Sept 18, 2017, and March 18, 2021, 182 patients (105 [58%] male, 77 [42%] female) were randomly assigned to receive site-specific therapy (n=91) or empirical chemotherapy (n=91). The five most commonly predicted tissues of origin in the site-specific therapy group were gastro-oesophagus (14 [15%]), lung (12 [13%]), ovary (11 [12%]), cervix (11 [12%]), and breast (nine [10%]). At the data cutoff date (April 30, 2023), median follow-up was 33·3 months (IQR 30·4-51·0) for the site-specific therapy group and 30·9 months (27·6-35·5) for the empirical chemotherapy group. Median progression-free survival was significantly longer with site-specific therapy than with empirical chemotherapy (9·6 months [95% CI 8·4-11·9] vs 6·6 months [5·5-7·9]; unadjusted hazard ratio 0·68 [95% CI 0·49-0·93]; p=0·017). Among the 167 patients who started planned treatment, 46 (56%) of 82 patients in the site-specific therapy group and 52 (61%) of 85 patients in the empirical chemotherapy group had grade 3 or worse treatment-related adverse events; the most frequent of these in the site-specific therapy and empirical chemotherapy groups were decreased neutrophil count (36 [44%] vs 42 [49%]), decreased white blood cell count (17 [21%] vs 26 [31%]), and anaemia (ten [12%] vs nine [11%]). Treatment-related serious adverse events were reported in five (6%) patients in the site-specific therapy group and two (2%) in the empirical chemotherapy group. No treatment-related deaths were observed. INTERPRETATION: This single-centre randomised trial showed that site-specific therapy guided by the 90-gene expression assay could improve progression-free survival compared with empirical chemotherapy among patients with previously untreated CUP. Site-specific prediction by the 90-gene expression assay might provide more disease information and expand the therapeutic armamentarium in these patients. FUNDING: Clinical Research Plan of Shanghai Hospital Development Center, Program for Shanghai Outstanding Academic Leader, and Shanghai Anticancer Association SOAR PROJECT. TRANSLATION: For the Chinese translation of the abstract see Supplementary Materials section.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols , Neoplasms, Unknown Primary , Humans , Middle Aged , Male , Female , Neoplasms, Unknown Primary/drug therapy , Neoplasms, Unknown Primary/genetics , Neoplasms, Unknown Primary/pathology , Neoplasms, Unknown Primary/mortality , Aged , Adult , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Gemcitabine , Gene Expression Profiling , Deoxycytidine/analogs & derivatives , Deoxycytidine/administration & dosage , Deoxycytidine/therapeutic use , Cisplatin/administration & dosage , Cisplatin/therapeutic use , Carboplatin/administration & dosage , China , Taxoids/administration & dosage , Taxoids/therapeutic use , Young Adult , Adolescent
2.
J Magn Reson Imaging ; 60(3): 1134-1145, 2024 Sep.
Article in English | MEDLINE | ID: mdl-38153859

ABSTRACT

BACKGROUND: TP53 mutations are associated with prostate cancer (PCa) prognosis and therapy. PURPOSE: To develop TP53 mutation classification models for PCa using MRI radiomics and clinicopathological features. STUDY TYPE: Retrospective. POPULATION: 388 patients with PCa from two centers (Center 1: 281 patients; Center 2: 107 patients). Cases from Center 1 were randomly divided into training and internal validation sets (7:3). Cases from Center 2 were used for external validation. FIELD STRENGTH/SEQUENCE: 3.0T/T2-weighted imaging, dynamic contrast-enhanced imaging, diffusion-weighted imaging. ASSESSMENT: Each patient's index tumor lesion was manually delineated on the above MRI images. Five clinicopathological and 428 radiomics features were obtained from each lesion. Radiomics features were selected by least absolute shrinkage and selection operator and binary logistic regression (LR) analysis, while clinicopathological features were selected using Mann-Whitney U test. Radiomics models were constructed using LR, support vector machine (SVM), and random forest (RF) classifiers. Clinicopathological-radiomics combined models were constructed using the selected radiomics and clinicopathological features with the aforementioned classifiers. STATISTICAL TESTS: Mann-Whitney U test. Receiver operating characteristic (ROC) curve analysis and area under the curve (AUC). P value <0.05 indicates statistically significant. RESULTS: In the internal validation set, the radiomics model had an AUC of 0.74 with the RF classifier, which was significantly higher than LR (AUC = 0.61), but similar to SVM (AUC = 0.69; P = 0.422). For the combined model, the AUC of RF model was 0.84, which was significantly higher than LR (0.64), but similar to SVM (0.80; P = 0.548). Both the combined RF and combined SVM models showed significantly higher AUCs than the radiomics models. In the external validation set, the combined RF and combined SVM models showed AUCs of 0.83 and 0.82. DATA CONCLUSION: Pathological-radiomics combined models with RF, SVM show the association of TP53 mutations and pathological-radiomics features of PCa. EVIDENCE LEVEL: 3 TECHNICAL EFFICACY: Stage 2.


Subject(s)
Multiparametric Magnetic Resonance Imaging , Mutation , Prostatic Neoplasms , Tumor Suppressor Protein p53 , Humans , Male , Prostatic Neoplasms/diagnostic imaging , Prostatic Neoplasms/pathology , Prostatic Neoplasms/genetics , Retrospective Studies , Tumor Suppressor Protein p53/genetics , Aged , Middle Aged , Support Vector Machine , Prostate/diagnostic imaging , Prostate/pathology , Reproducibility of Results , Image Processing, Computer-Assisted/methods , ROC Curve , Magnetic Resonance Imaging/methods , Radiomics
3.
J Comput Assist Tomogr ; 46(4): 545-550, 2022.
Article in English | MEDLINE | ID: mdl-35405685

ABSTRACT

OBJECTIVES: The aims of the study were to explore the feasibility of generating a monoexponential model (MEM), stretched-exponential model (SEM) based diffusion-weighted imaging (DWI), and diffusion kurtosis imaging (DKI) by applying the same set of reduced b values and to compare their effectiveness in distinguishing prostate cancer from stromal hyperplasia (SH) in the transition zone (TZ) area. METHODS: An analysis of 75 patients who underwent preoperative DWI ( b values of 0, 700, 1400, 2000 s/mm 2 ) was performed. All lesions were localized on magnetic resonance images according to whole-mount histopathological correlations. The apparent diffusion coefficient (ADC), water molecular diffusion heterogeneity index (α), distributed diffusion coefficient (DDC), mean diffusivity (MD), and mean kurtosis (MK) values were calculated and compared between the TZ cancer and SH groups. Receiver operating characteristic analysis and areas under the receiver operating characteristic curve (AUCs) were carried out for all parameters. RESULTS: Compared with the SH group, the ADC, DDC, α, and MD values of the TZ cancer group were significantly reduced, while the MK value was significantly increased (all P < 0.05). The AUCs of the ADC, DDC, α, MD, and MK were 0.828, 0.801, 0.813, 0.822, and 0.882, respectively. The AUC of MK was significantly higher than that of the other parameters (all P < 0.05). CONCLUSIONS: When using the reduced b -value set, all parameters from MEM, SEM, based DWI, and DKI can effectively distinguish TZ cancer from SH. Among them, DKI demonstrated potential clinical superiority over the others in TZ cancer diagnosis.


Subject(s)
Diffusion Magnetic Resonance Imaging , Prostatic Neoplasms , Diffusion Magnetic Resonance Imaging/methods , Diffusion Tensor Imaging , Humans , Hyperplasia/diagnostic imaging , Male , Prostatic Neoplasms/diagnostic imaging , Prostatic Neoplasms/pathology , Sensitivity and Specificity
4.
J Comput Assist Tomogr ; 43(4): 645-651, 2019.
Article in English | MEDLINE | ID: mdl-31268875

ABSTRACT

OBJECTIVE: To develop regression models using Prostate Imaging Reporting and Data System (PI-RADS), histogram analysis, and prostate-specific antigen density (PSAD) to predict prostate cancer (PCa) and clinically significant PCa (CSPCa) in patients with prostate-specific antigen of 4 to 20 ng/mL. METHODS: In total, 195 PCa and 386 noncancer patients with prostate-specific antigen of 4 to 20 ng/mL were divided into development and validation cohorts. Magnetic resonance imaging results of them were assessed by PI-RADS scores and histogram analysis-corrected PI-RADS (PI-RADSh) scores. Diagnostic efficiencies for PCa and CSPCa of these scores plus PSAD were evaluated with logistic regression and receiver operating characteristic curve analysis. RESULTS: Prostate-specific antigen density + PI-RADSh score showed significantly higher area under the receiver operating characteristic curve for PCa (0.956) and CSPCa (0.960), which were higher than PI-RADS (0.909 and 0.926), PI-RADSh (0.921 and 0.940), and PSAD + PI-RADS (0.943 and 0.949) (all P < 0.05). CONCLUSIONS: Incorporation of PSAD and histogram analysis raised the diagnosis efficiencies of PI-RADS for PCa and CSPCa.


Subject(s)
Databases, Factual , Magnetic Resonance Imaging , Prostate-Specific Antigen/blood , Prostate/diagnostic imaging , Prostatic Neoplasms , Aged , Humans , Image Interpretation, Computer-Assisted , Male , Middle Aged , Prostatic Neoplasms/blood , Prostatic Neoplasms/diagnostic imaging , Prostatic Neoplasms/epidemiology , Retrospective Studies , Risk
5.
Int J Urol ; 26(1): 75-82, 2019 01.
Article in English | MEDLINE | ID: mdl-30325072

ABSTRACT

OBJECTIVES: To investigate the role of tumor growth velocity in defining tumor progression in metastatic renal cell carcinoma patients treated with the vascular endothelial growth factor tyrosine kinase inhibitor, sorafenib. METHODS: A modified calculation for tumor growth velocity was introduced to evaluate the tumor growth velocity, before and after sorafenib withdrawal. Known prognostic factors together with tumor growth velocity before drug withdrawal and tumor growth velocity after drug withdrawal were compared using a χ2 -test from a contingency table, and partial likelihood test from a Cox regression model for overall survival. RESULTS: A total of 114 patients who reached progressive disease and withdrew from sorafenib were enrolled after a median follow-up period of 107.8 months. Tumor growth velocity before drug withdrawal was 7.347 ± 4.040, and tumor growth velocity after drug withdrawal was 11.647 ± 5.937 (P < 0.001). Higher tumor growth velocity before drug withdrawal was correlated with a higher risk Memorial Sloan Kettering Cancer Center score (P = 0.022), Karnofsky Performance Status <80 (P = 0.028), non-clear cell carcinoma (P = 0.037), higher tumor nucleus grade (P < 0.001) and best treatment response (P < 0.001). Patients with tumor growth velocity before drug withdrawal >5.0 had shorter overall survival (P < 0.001). On multivariate analysis, factors associated with overall survival were high/intermediate Memorial Sloan Kettering Cancer Center risk score (hazard ratio 2.119, P = 0.006), non-clear histological subtype (hazard ratio 1.900, P = 0.031), tumor growth velocity before drug withdrawal ≥5.0 (hazard ratio 2.758, P < 0.001) and progressive disease as best response (hazard ratio 2.069, P = 0.001). CONCLUSIONS: Significantly faster tumor growth can be observed if sorafenib is discontinued in the case of disease progression. Thus, we suggest not to withdraw targeted agents until tumor growth velocity is >5.0.


Subject(s)
Carcinoma, Renal Cell/drug therapy , Kidney Neoplasms/drug therapy , Protein Kinase Inhibitors/therapeutic use , Sorafenib/therapeutic use , Adult , Aged , Aged, 80 and over , Carcinoma, Renal Cell/pathology , Disease Progression , Female , Humans , Kidney Neoplasms/pathology , Male , Middle Aged , Multivariate Analysis , Neoplasm Grading , Neoplasm Metastasis , Survival Analysis , Treatment Outcome , Tumor Burden , Young Adult
6.
J Magn Reson Imaging ; 42(4): 1078-85, 2015 Oct.
Article in English | MEDLINE | ID: mdl-25727776

ABSTRACT

BACKGROUND: To compare stretched-exponential and monoexponential model diffusion-weighted imaging (DWI) in prostate cancer and normal tissues. METHODS: Twenty-seven patients with prostate cancer underwent DWI exam using b-values of 0, 500, 1000, and 2000 s/mm(2) . The distributed diffusion coefficients (DDC) and α values of prostate cancer and normal tissues were obtained with stretched-exponential model and apparent diffusion coefficient (ADC) values using monoexponential model. The ADC, DDC (both in 10(-3) mm(2)/s), and α values (range, 0-1) were compared among different prostate tissues. The ADC and DDC were also compared and correlated in each tissue, and the standardized differences between DDC and ADC were compared among different tissues. RESULTS: Data were obtained for 31 cancers, 36 normal peripheral zone (PZ) and 26 normal central gland (CG) tissues. The ADC (0.71 ± 0.12), DDC (0.60 ± 0.18), and α value (0.64 ± 0.05) of tumor were all significantly lower than those of the normal PZ (1.41 ± 0.22, 1.47 ± 0.20, and 0.85 ± 0.09) and CG (1.25 ± 0.14, 1.32 ± 0.13, and 0.82 ± 0.06) (all P < 0.05). ADC was significantly higher than DDC in cancer, but lower than DDC in the PZ and CG (all P < 0.05). The ADC and DDC were strongly correlated (R(2) = 0.99, 0.98, 0.99, respectively, all P < 0.05) in all the tissue, and standardized difference between ADC and DDC of cancer was slight but significantly higher than that in normal tissue. CONCLUSION: The stretched-exponential model DWI provides more parameters for distinguishing prostate cancer and normal tissue and reveals slight differences between DDC and ADC values.


Subject(s)
Algorithms , Diffusion Magnetic Resonance Imaging/methods , Image Enhancement/methods , Image Interpretation, Computer-Assisted/methods , Prostate/pathology , Prostatic Neoplasms/pathology , Aged , Humans , Male , Middle Aged , Reproducibility of Results , Sensitivity and Specificity
7.
Acta Radiol ; 56(3): 276-83, 2015 Mar.
Article in English | MEDLINE | ID: mdl-24696194

ABSTRACT

BACKGROUND: Intraductal papilloma (IDP) is the most common pathological finding in women with pathological nipple discharge. Magnetic resonance imaging (MRI) has shown potential for characterizing breast tumors; however, MRI findings of IDPs are inconclusive, and certain diagnostic standards are lacking. PURPOSE: To characterize the MRI features of IDP from a relatively large cohort. MATERIAL AND METHODS: We retrospectively reviewed from 358 women with IDPs that were confirmed by histopathology. The clinical and imaging findings in 70 patients who underwent preoperative MRI were analyzed. MRI analyses included morphology and dynamic contrast-enhanced MRI. RESULTS: In 70 patients, 77 IDPs were detected on MRI, which revealed the following three patterns: small luminal mass papillomas; tumor-like papillomas; and MRI-occult papillomas. Fourteen IDPs involved small, oval, smooth, and contrast-enhanced masses at the posterior end of the enlarged duct corresponding to small luminal mass papillomas. Seven IDPs had large diameters along the direction of the breast duct, indicating the typical MRI findings for IDP. Of 47 tumor-like papillomas, 16 cases showed large diameters along the direction of the breast duct and close to the nipple (within 4 cm), seven cases resembled invasive breast cancer on MRI, and the remaining 24 were (24/47) undistinguishable from other benign breast diseases. Sixteen IDPs were MRI-occult papillomas that could not be distinguished from the surrounding benign disease by either contrast-enhanced MRI or fat-suppressed T2-weighted MRI. CONCLUSION: Small luminal mass papillomas or tumor-like papillomas with the largest diameters along the direction of the breast duct and close to the nipple (within 4 cm) might be the typical MRI findings for IDPs.


Subject(s)
Breast Neoplasms/diagnosis , Breast/pathology , Magnetic Resonance Imaging/methods , Papilloma, Intraductal/diagnosis , Adult , Aged , Cohort Studies , Contrast Media , Female , Gadolinium DTPA , Humans , Image Enhancement/methods , Image Processing, Computer-Assisted/methods , Middle Aged , Observer Variation , Retrospective Studies
8.
Quant Imaging Med Surg ; 14(4): 3006-3017, 2024 Apr 03.
Article in English | MEDLINE | ID: mdl-38617164

ABSTRACT

Background: The Prostate Imaging for Recurrence Reporting (PI-RR) system was recently proposed to assess the local recurrence of prostate cancer (PCa), but its exact performance for the prostate after radiotherapy or radical prostatectomy is difficult to determine. We aimed to evaluate the diagnostic performance and interreader agreement of this system using whole-mount histology of the prostate after androgen deprivation therapy (ADT) as the standard of reference. Methods: In total, 119 patients with PCa post-ADT underwent multiparametric magnetic resonance imaging (mp-MRI) before prostatectomy. Three radiologists analyzed the MRI images independently, scoring imaging findings according to PI-RR. Spearman correlation was performed to assess the relationship between the percentage of sectors with residual cancer and PI-RR score. The diagnostic performance for detection of residual cancer was assessed on a per-sector basis. The chi-squared test was used to compare the cancer detection rate (CDR) among readers. Overall and pairwise interreader agreement in assigning PI-RR categories and residual cancer sectors with a score ≥3 or ≥4 were evaluated with the Cohen kappa coefficient. Results: Histology revealed 209 sectors with residual cancer. The percentage of pathologically positive sectors increased with the increase in PI-RR score for all readers. The sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) at a cutoff of score 3 ranged from 74.2% to 83.7%, 86.4% to 92.7%, 51.3% to 64.3%, and 95.4% to 96.9%, respectively, and at a cutoff of score 4, they ranged from 47.4% to 56.5%, 97.9% to 98.6%, 82.5% to 85.3%, and 91.6% to 92.9%, respectively. There was no significant difference among the CDR of readers. In PI-RR categories and detection of residual cancer sectors, overall interreader agreement was moderate for all readers, but agreement was higher between the more experienced readers (moderate to substantial) than between the more and less experienced readers (fair to moderate). Conclusions: MRI scoring with the PI-RR assessment provided accurate evaluation of PCa after ADT, but readers' experience influenced interreader agreement and cancer diagnosis.

9.
J Am Chem Soc ; 135(17): 6494-503, 2013 May 01.
Article in English | MEDLINE | ID: mdl-23574400

ABSTRACT

Most hypoxic tumors are insensitive to radiation, which is a major obstacle in the development of conventional radiotherapy for tumor treatment. Some drugs, such as cisplatin (CDDP), have been extensively used both as an anticancer drug and clinically as a radiosensitizer to enhance radiotherapy. Herein, we develop rattle-structured multifunctional up-conversion core/porous silica shell nanotheranostics (UCSNs) for delivering CDDP to tumors for synergetic chemo-/radiotherapy by CDDP radiosensitization and magnetic/luminescent dual-mode imaging. UCSNs had a dynamic light scattering diameter of 79.1 nm and excellent water dispersity and stability. In vitro studies showed that CDDP loaded in UCSNs (UCSNs-CDDP) was more effective than free CDDP as a radiosensitizer. After injection, UCSNs-CDDP also demonstrated unambiguously enhanced radiotherapy efficacy in vivo. Our report aims at presenting a novel strategy in biomedical nanotechnology that allows simultaneous dual-mode imaging and localized therapy via synergetic chemo-/radiotherapy, which may achieve optimized therapeutic efficacy in cancer treatment.


Subject(s)
Chemoradiotherapy/methods , Magnetic Resonance Imaging/methods , Neoplasms/pathology , Neoplasms/therapy , Antineoplastic Agents/administration & dosage , Antineoplastic Agents/therapeutic use , Cell Survival , Cisplatin/administration & dosage , Cisplatin/therapeutic use , Coloring Agents , Contrast Media , Drug Delivery Systems , Gadolinium , HeLa Cells , Humans , Light , Luminescence , Microscopy, Confocal , Microscopy, Electron, Transmission , Nanoparticles , Nanotechnology , Particle Size , Porosity , Scattering, Radiation , Tetrazolium Salts , Thiazoles
10.
J Urol ; 189(2): 447-53, 2013 Feb.
Article in English | MEDLINE | ID: mdl-23253956

ABSTRACT

PURPOSE: Accurate assessment of disease characteristics is a prerequisite for treatment decision making regarding small renal masses. In this study we evaluate the association between visceral obesity and Fuhrman grade in patients with cT1a renal cell carcinoma. MATERIALS AND METHODS: We retrospectively collected data on 186 patients with surgically treated cT1a renal cell carcinoma. Single slice computerized tomography was used to measure the area of visceral and subcutaneous adipose tissue. Visceral obesity was calculated as the proportion of visceral adipose tissue to overall adipose tissue. Other analyzed factors included clinical characteristics (age, gender, body mass index and tumor size) and anatomical features of the tumor defined by the R.E.N.A.L. nephrometry score. The association between predictors and high grade disease (Fuhrman grade III or IV) were assessed using logistic regression analyses. RESULTS: A total of 47 (25.3%) tumors were classified as high grade. The percentage of visceral adipose tissue was higher in male participants but did not correlate with body mass index, age or tumor size. In univariate analyses the percentage of visceral adipose tissue and tumor size were significantly associated with higher Fuhrman grade. Multivariate analysis showed that the percentage of visceral adipose tissue (OR 1.06, p = 0.0018) and tumor size (OR 1.91, p = 0.047) were independent predictors of high grade cancer. Addition of the percentage of visceral adipose tissue to a model including clinical characteristics and anatomical features of the tumor remarkably improved its discriminatory ability (p = 0.0010). CONCLUSIONS: Increased visceral obesity was found to be strongly associated with higher Fuhrman grade in patients with cT1a renal cell carcinoma. Further studies are needed to confirm these findings and discover the underlying biological mechanism.


Subject(s)
Carcinoma, Renal Cell/complications , Carcinoma, Renal Cell/pathology , Kidney Neoplasms/complications , Kidney Neoplasms/pathology , Obesity, Abdominal/complications , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Neoplasm Grading , Neoplasm Staging , Retrospective Studies , Risk Factors , Young Adult
11.
Quant Imaging Med Surg ; 13(8): 4897-4907, 2023 Aug 01.
Article in English | MEDLINE | ID: mdl-37581052

ABSTRACT

Background: T stage is closely related to the treatment and prognosis of patients with bladder cancer (BC). However, preoperative T staging is still challenging. Multiparametric magnetic resonance imaging (mpMRI) may be valuable. This study was performed to explore the value of the Vesical Imaging-Reporting and Data System (VI-RADS) and the volumetric apparent diffusion coefficient (ADC) histogram parameters in detecting T2 stage and below stage (≤T2 stage) from T3 stage and above stage (≥T3 stage) BCs. Methods: The study included 62 patients (mean age, males vs. females: 62.1±10.9 vs. 61.8±11.7 years) with BC pathologically confirmed by partial or radical cystectomy. All of the tumors were scored normatively by two radiologists using the VI-RADS scoring system by two radiologists. The volumetric ADC histogram of each lesion was obtained from the ADC maps. The Cochran-Armitage test was used to examine the relevance between VI-RADS scores and T stages. The Mann-Whitney U test was used to compare the histogram parameters between ≤T2 stage and ≥T3 stage BCs. A receiver operating characteristic (ROC) curve was used to assess the predictive power of each model. Results: The minimum ADC; mean ADC; median ADC; maximum ADC; and 10th, 25th, 75th, and 90th percentile ADC of ≤T2 stage BCs were significantly higher than those of ≥T3 stage BCs, while skewness and kurtosis had opposite results. VI-RADS achieved the highest area under the curve (AUC) of 0.834 among all parameters. The combination of VI-RADS, skewness and kurtosis yield a significantly higher AUC than VI-RADS alone (0.915 vs. 0.834, P=0.0478). Conclusions: VI-RADS and volume ADC histogram analysis can effectively discriminate between ≤T2 stage and ≥T3 stage BCs, and the volumetric ADC histogram can provide further information to supplement VI-RADS.

12.
Asian J Androl ; 25(1): 86-92, 2023.
Article in English | MEDLINE | ID: mdl-35532558

ABSTRACT

We aimed to study radiomics approach based on biparametric magnetic resonance imaging (MRI) for determining significant residual cancer after androgen deprivation therapy (ADT). Ninety-two post-ADT prostate cancer patients underwent MRI before prostatectomy (62 with significant residual disease and 30 with complete response or minimum residual disease [CR/MRD]). Totally, 100 significant residual, 52 CR/MRD lesions, and 70 benign tissues were selected according to pathology. First, 381 radiomics features were extracted from T2-weighted imaging, diffusion-weighted imaging, and apparent diffusion coefficient (ADC) maps. Optimal features were selected using a support vector machine with a recursive feature elimination algorithm (SVM-RFE). Then, ADC values of significant residual, CR/MRD lesions, and benign tissues were compared by one-way analysis of variance. Logistic regression was used to construct models with SVM features to differentiate between each pair of tissues. Third, the efficiencies of ADC value and radiomics models for differentiating the three tissues were assessed by area under receiver operating characteristic curve (AUC). The ADC value (mean ± standard deviation [s.d.]) of significant residual lesions ([1.10 ± 0.02] × 10-3 mm2 s-1) was significantly lower than that of CR/MRD ([1.17 ± 0.02] × 10-3 mm2 s-1), which was significantly lower than that of benign tissues ([1.30 ± 0.02] × 10-3 mm2 s-1; both P < 0.05). The SVM feature models were comparable to ADC value in distinguishing CR/MRD from benign tissue (AUC: 0.766 vs 0.792) and distinguishing residual from benign tissue (AUC: 0.825 vs 0.835) (both P > 0.05), but superior to ADC value in differentiating significant residual from CR/MRD (AUC: 0.748 vs 0.558; P = 0.041). Radiomics approach with biparametric MRI could promote the detection of significant residual prostate cancer after ADT.


Subject(s)
Prostatic Neoplasms , Male , Humans , Prostatic Neoplasms/diagnostic imaging , Prostatic Neoplasms/drug therapy , Androgen Antagonists/therapeutic use , Androgens , Neoplasm, Residual , Retrospective Studies , Magnetic Resonance Imaging/methods , Diffusion Magnetic Resonance Imaging/methods
13.
Chemistry ; 18(8): 2335-41, 2012 Feb 20.
Article in English | MEDLINE | ID: mdl-22252972

ABSTRACT

Here we report the design and controlled synthesis of monodisperse and precisely size-controllable UCNP@mSiO(2) nanocomposites smaller than 50 nm by directly coating a mesoporous silica shell (mSiO(2)) on upconversion nanocrystals NaYF(4):Tm/Yb/Gd (UCNPs), which can be used as near-infrared fluorescence and magnetic resonance imaging (MRI) agents and a platform for drug delivery as well. Some key steps such as transferring hydrophobic UCNPs to the water phase by using cetyltrimethylammonium bromide (CTAB), removal of the excess amount of CTAB, and temperature-controlled ultrasonication treatment should be adopted and carefully monitored to obtain uniform upconversion core/mesoporous silica shell nanocomposites. The excellent performance of the core-shell-structured nanocomposite in near-infrared fluorescence and magnetic resonance imaging was also demonstrated.


Subject(s)
Nanocomposites/chemistry , Nanotechnology/methods , Silicon Dioxide/chemistry , Diagnostic Imaging , Drug Delivery Systems , Magnetic Resonance Imaging , Nanoparticles/chemistry , Porosity , Spectroscopy, Near-Infrared
14.
Chemistry ; 18(23): 7082-90, 2012 Jun 04.
Article in English | MEDLINE | ID: mdl-22544381

ABSTRACT

Upconverting nanoparticles (UCNPs) with fascinating properties hold great potential as nanotransducers for solving the problems that traditional photodynamic therapy (PDT) has been facing. In this report, by using well-selected bifunctional gadolinium (Gd)-ion-doped UCNPs and water-soluble methylene blue (MB) combined with the water-in-oil reverse microemulsion technique, we have succeeded in developing a new kind of UCNP/MB-based PDT drug, NaYF(4):Er/Yb/Gd@SiO(2)(MB), with a particle diameter less than 50 nm. Great efforts have been made to investigate the drug-formation mechanism and provide detailed physical and photochemical characterizations and the potential structure optimization of the as-designed PDT drug. We envision that such a PDT drug will become a potential theranostic nanomedicine for future near-infrared laser-triggered photodynamic therapy and simultaneous magnetic/optical bimodal imaging.


Subject(s)
Lasers , Methylene Blue , Nanoparticles/chemistry , Photosensitizing Agents/chemical synthesis , Singlet Oxygen/chemistry , Magnetics , Methylene Blue/chemistry , Photochemotherapy/methods , Photosensitizing Agents/chemistry
15.
Zhonghua Yi Xue Za Zhi ; 92(8): 512-5, 2012 Feb 28.
Article in Zh | MEDLINE | ID: mdl-22490151

ABSTRACT

OBJECTIVE: To retrospectively analyze the clinical value of diffusion-weighted magnetic resonance imaging (MRDWI) in the detection of prostate cancer in suspected patients. METHODS: Between January 2009 and December 2010, 141 patients with suspected prostate cancer underwent MRDWI and transrectal ultrasound (TRUS) guided prostate biopsy. They were divided into 4 groups by prostate surface antigen (PSA) < 10 µg/L, 10 µg/L ≤ PSA < 20 µg/L, 20 µg/L ≤ PSA < 50 µg/L and PSA ≥ 50 µg/L. Then the diagnostic accuracy of MRDWI was tested. RESULTS: The diagnostic rate of patients with PSA < 10 µg/L, 10 µg/L ≤ PSA < 20 µg/L, 20 µg/L ≤ PSA < 50 µg/L and PSA ≥ 50 µg/L were 23.7%, 35.5%, 66.7% and 96.3% respectively. The sensitivity of MRDWI was significantly better than TRUS. In patients with PSA < 10 µg/L, 10 µg/L ≤ PSA < 20 µg/L, 20 µg/L ≤ PSA < 50 µg/L and PSA ≥ 50 µg/L, the patient-based sensitivities were 85.7%, 72.7%, 97.8%, 100.0% respectively; when based by segment of specimen, the sensitivities were 85.5%, 71.9%, 91.5% and 94.4% respectively. CONCLUSION: The sensitivity of MDWI is significantly better than TRUS in the diagnosis of prostate cancer. The combined use of MDWI and TRUS has the benefit of guiding the biopsy of cancer foci in patients with suspected prostate cancer.


Subject(s)
Biopsy/methods , Diffusion Magnetic Resonance Imaging , Prostatic Neoplasms/diagnosis , Humans , Male , Prostate/diagnostic imaging , Prostate/pathology , Prostatic Neoplasms/diagnostic imaging , Prostatic Neoplasms/pathology , Rectum/diagnostic imaging , Retrospective Studies , Sensitivity and Specificity , Ultrasonography
16.
Zhonghua Wai Ke Za Zhi ; 50(1): 35-8, 2012 Jan 01.
Article in Zh | MEDLINE | ID: mdl-22490288

ABSTRACT

OBJECTIVE: To retrospectively analyze the clinical value of diffusion-weighted MR imaging in the detection of prostate cancer in suspected patients. METHODS: Between January 2009 and December 2010, the 551 patients suspected as prostate cancer underwent prostate biopsy. Patients in group A were accepted to a transrectal ultrasound (TRUS) guided transrectal prostate biopsy (n = 410), while patients in group B were accepted to a diffusion weighted imaging (DWI) and TRUS jointly guided transrectal prostate biopsy (n = 141). The two groups were divided into 4 subgroups by prostate specific antigen (PSA) < 10 µg/L, 10 µg/L ≤ PSA < 20 µg/L, 20 µg/L ≤ PSA < 50 µg/L and PSA ≥ 50 µg/L. Then, the diagnostic rates of prostate biopsy guided by combination of DWI and TRUS with only TRUS were compared. RESULTS: The diagnostic rate of patients with PSA < 10 µg/L, 10 µg/L ≤ PSA < 20 µg/L, 20 µg/L ≤ PSA < 50 µg/L and PSA ≥ 50 µg/L were 12.1%, 31.1%, 48.0%, 91.2% in group A, and 23.7%, 35.5%, 66.7%, 96.3% in group B, respectively. In the patients with PSA less than 10 µg/L, there were significant differences in diagnostic rate between the two biopsy techniques (χ(2) = 4.405, P < 0.05). CONCLUSION: The combination of DWI and TRUS showed the potential to guide biopsy to cancer foci in patients suspected as prostate cancer. For patients with PSA < 10 µg/L, a DWI and TRUS jointly guided transrectal prostate biopsy was recommended.


Subject(s)
Biopsy, Needle/methods , Magnetic Resonance Imaging , Prostate/pathology , Prostatic Neoplasms/diagnosis , Endosonography , Humans , Male , Prostate/diagnostic imaging , Prostatic Neoplasms/pathology , Retrospective Studies
17.
Front Oncol ; 12: 723140, 2022.
Article in English | MEDLINE | ID: mdl-35433426

ABSTRACT

Background: For cancer of unknown primary (CUP), non-selective empiric chemotherapy is usually used. However, patients suffering from CUP are generally assumed to have a dismal prognosis with median overall survival of less than 1 year. Therefore, clinicians eagerly await the establishment of effective strategies for diagnosis and treatment. In recent years, the remarkable advances in next-generation sequencing (NGS) technology have enabled the wide usage of DNA/RNA sequencing to comprehensively analyze the molecular information of individual tumors and identify potential targets for patients' diagnosis and treatment. Here, we describe a patient of CUP who was successfully diagnosed and treated with targeted therapy directed by comprehensive molecular profiling. Case Presentation: A 61-year-old Asian woman with a painless, slow-growing mass lesion in the mesosternum underwent fluorodeoxyglucose-positron emission tomography/computed tomography and was found to have malignant metastatic tumors in the mesosternum. Conventional pathological examination of metastatic lesions could not conclude the primary origin of the tumors. The patient was diagnosed with CUP at first. Then, comprehensive molecular profiling was employed to identify the tumor origin and genetic alterations. A gene expression-based tissue origin assay was performed using a tissue biopsy sample. The test result suggested that the lesion tumors might be breast cancer metastasis. Furthermore, liquid biopsy-based circulating tumor DNA profiling detected an ERBB2 copy number amplification. Subsequent surgery and additional postoperative pathology analysis confirmed that the primary tumor site was indeed located in the right outer upper quadrant of the breast. After local surgical resection, the patient received 8 cycles of Docetaxel + Carboplatin + Trastuzumab + Pertuzumab (TCbHP) chemotherapy with subsequent human epidermal growth factor receptor 2 (HER2)-targeted maintenance therapy. Currently, the patient is on regular follow-up and has achieved disease control for up to 6 months. Conclusion: Our findings suggest that molecular identification of the tumor origin and the detection of actionable molecular alterations may offer promise for improved diagnostic accuracy and important therapeutic implications for patients with the CUP syndrome.

18.
Acta Radiol ; 52(5): 575-80, 2011 Jun 01.
Article in English | MEDLINE | ID: mdl-21498291

ABSTRACT

BACKGROUND: Post-contrast diffusion-weighted imaging (DWI) is occasionally necessary when the results of the pre-contrast DWI differ from that of the dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI), however, the effects of contrast material on DWI image and apparent diffusion coefficient (ADC) values have not been fully examined. PURPOSE: To assess whether the administration of gadolinium-DTPA (Gd-DTPA) significantly affects the DWI of prostate lesions or normal tissue at the 3.0 Tesla magnetic resonance imaging (3.0 T MRI). MATERIAL AND METHODS: Fifty-one patients with 52 prostate lesions, including 32 prostate cancer (25 in the peripheral zone [PZ] and seven that could not be confidently located) and 20 benign lesions (11 in PZ and nine in central grand [CG]), underwent echo-planar imaging (EPI)-DWI with b values of 0, 1000 s/mm(2) before and after administration of Gd-DTPA at 3.0 T MRI. Regions of interest (ROI) were drawn in all lesions, 42 normal PZ, 44 CG tissue and air to calculate the signal-to-noise ratio (SNR) and ADC values of lesions and normal tissue, and contrast-to-noise ratio (CNR) of lesions for pre- and post-contrast images. Statistical differences between pre- and post-contrast data were assessed by use of a paired t test. RESULTS: No significant differences between pre- and post-contrast images were found in the CNR of lesions and SNR of all the tissue except CG, which showed a statistically significant decline (9.6%, p < 0.0001) in SNR after contrast relative to the pre-contrast images. The post-contrast ADC values were statistically significantly lower than pre-contrast for prostate cancer (0.80 ± 0.11 mm(2)/s Vs 0.89 ± 0.12 mm(2)/s, p < 0.0001) and benign lesions (1.14 ± 0.30 mm(2)/s vs. 1.2 ± 0.29 mm(2)/s, p < 0.0001). No significant differences were detected for normal tissue. CONCLUSION: The administration of Gd-DTPA can slightly affect the DWI image quality of the prostate and reduce the ADC value of lesions at 3.0T MRI. Applications of post-contrast DWI require caution in interpretation.


Subject(s)
Contrast Media , Diffusion Magnetic Resonance Imaging/methods , Gadolinium DTPA , Prostatic Neoplasms/diagnosis , Aged , Aged, 80 and over , Diagnosis, Differential , Humans , Image Interpretation, Computer-Assisted , Male , Middle Aged , Prospective Studies , Prostatectomy , Prostatic Neoplasms/surgery , Transurethral Resection of Prostate
19.
Bioprocess Biosyst Eng ; 34(5): 639-45, 2011 Jun.
Article in English | MEDLINE | ID: mdl-21253771

ABSTRACT

In the pH 6.6 Na2HPO4-NaH2PO4 buffer solutions and in the presence of urease catalyst, urea can be decomposed to form NH4+. The NH4+ reacted with sodium tetraphenyl boron (NaTPB) to form the association particles that exhibited a resonance scattering (RS) peak at 474 nm. When the urea concentration increased, NH4+ increased, and RS intensity at 474 nm enhanced linearly. Under the chosen conditions, the increased RS intensity (ΔI (474 nm)) had a linear response to the urea concentration in the range of 0.125-15 µM, with a detection limit of 0.058 µM urea, and a regression equation of ΔI (474 nm) = 31.6C + 2.1, a correlation coefficient of 0.9986. This catalytic RS method was applied for the detection of urea in human serum sample, with good selectivity and sensitivity, and the results were consistent with the reference method.


Subject(s)
Scattering, Radiation , Serum/chemistry , Urea/blood , Catalysis , Humans , Hydrogen-Ion Concentration , Limit of Detection , Phosphates/chemistry , Quaternary Ammonium Compounds/chemistry , Regression Analysis , Sensitivity and Specificity , Tetraphenylborate/chemistry , Urease/metabolism
20.
Biomed Res Int ; 2019: 1356264, 2019.
Article in English | MEDLINE | ID: mdl-31886169

ABSTRACT

INTRODUCTION: Contrast-enhanced computed tomography (CECT) imaging is commonly used to assess pancreatic adenocarcinoma (PAC). However, the value of semiquantitative and quantitative assessments of CECT parameters used to predict survival in PAC remains unknown. This study aims to investigate the prognostic role of pretreatment CECT imaging in patients with locally advanced pancreatic adenocarcinoma (LAPAC). MATERIALS AND METHODS: From June 2013 to May 2017, eighty-six newly diagnosed patients with pathologically and radiologically confirmed LAPAC were retrospectively recruited. All patients were evaluated by CECT and experienced gemcitabine-based chemotherapy. The relationship between overall survival (OS) and clinical factors including age, sex, serum carbohydrate antigen 19-9 value, and CECT findings (including tumour location, tumour volume, peripancreatic involvement, blood vessel involvement, tumour enhanced rate, and distance liver metastasis) was determined using Cox proportional hazard regression models, and a nomogram was constructed for the prediction of 1- and 1.5-year survival rates of patients with LAPAC. RESULTS: On univariate analysis, patients who had a tumour enhanced rate (TER) less than 80.465% and those who had a TER ≥ 80.465% are with a 3.587-fold increase in OS (p < 0.001). After multivariate Cox regression, a nomogram was established based on a new model containing the predictive variables of high Ca19-9 level, higher clinical stages, larger tumour volume, the presence of peripancreatic involvement, and liver metastases. The model displayed good accuracy in predicting OS with a C-index of 0.614. The calibration plots also showed a good discrimination and calibration of the nomogram between the predicted and observed survival probabilities. CONCLUSION: Our results showed that TER can be used to predict survival in LAPAC, and we developed a nomogram for determining the prognosis of patients with LAPAC. However, the purposed nomogram still requires external data verification in future applications.


Subject(s)
Adenocarcinoma/diagnostic imaging , Pancreatic Neoplasms/diagnostic imaging , Tomography, X-Ray Computed/methods , Adenocarcinoma/pathology , Aged , CA-19-9 Antigen , Deoxycytidine/analogs & derivatives , Female , Humans , Liver Neoplasms/diagnostic imaging , Liver Neoplasms/pathology , Male , Middle Aged , Nomograms , Pancreatic Neoplasms/pathology , Prognosis , Proportional Hazards Models , Retrospective Studies , Risk Factors , Survival Rate , Tumor Burden , Gemcitabine , Pancreatic Neoplasms
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