3,097 results on '"18F-FDG PET/CT"'
Search Results
2. Distinguishing lymphoma from benign lymph node diseases in fever of unknown origin using PET/CT radiomics.
- Author
-
Zhang, Xinchao, Jing, Fenglian, Hu, Yujing, Tian, Congna, Zhang, Jianyang, Li, Shuheng, Wei, Qiang, Li, Kang, Zheng, Lu, Liu, Jiale, Zhang, Jingjie, and Bian, Yanzhu
- Abstract
Background: A considerable portion of patients with fever of unknown origin (FUO) present concomitant lymphadenopathy. Diseases within the spectrum of FUO accompanied by lymphadenopathy include lymphoma, infections, and rheumatic diseases. Particularly, lymphoma has emerged as the most prevalent etiology of FUO with associated lymphadenopathy. Distinguishing between benign and malignant lymph node lesions is a major challenge for physicians and an urgent clinical concern for patients. However, conventional imaging techniques, including PET/CT, often have difficulty accurately distinguishing between malignant and benign lymph node lesions. This study utilizes PET/CT radiomics to differentiate between lymphoma and benign lymph node lesions in patients with FUO, aiming to improve diagnostic accuracy. Results: Data were collected from 204 patients who underwent 18F-FDG PET/CT examinations for FUO, including 114 lymphoma patients and 90 patients with benign lymph node lesions. Patients were randomly divided into training and testing groups at a ratio of 7:3. A total of 15 effective features were obtained by the least absolute shrinkage and selection operator (LASSO) algorithm. Machine learning models were constructed using logistic regression (LR), support vector machine (SVM), random forest (RF), and k-nearest neighbors (KNN) algorithms. In the training group, the area under the curve (AUC) values for predicting lymphoma and benign cases by LR, SVM, RF, and KNN models were 0.936, 0.930, 0.998, and 0.938, respectively. There were statistically significant differences in AUC between the RF and other models (all P < 0.001). In the testing group, the AUC values for the four models were 0.860, 0.866, 0.915, and 0.891, respectively, with no statistically significant differences observed among them (all P > 0.05). The decision curve analysis (DCA) curves of the RF model outperformed those of the other three models in both the training and testing groups. Conclusions: PET/CT radiomics demonstrated promising performance in discriminating lymphoma from benign lymph node lesions in patients with FUO, with the RF model showing the best performance. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
3. Intratumoral and peritumoral radiomics for preoperative prediction of neoadjuvant chemotherapy effect in breast cancer based on 18F-FDG PET/CT.
- Author
-
Hou, Xuefeng, Chen, Kun, Wan, Xing, Luo, Huiwen, Li, Xiaofeng, and Xu, Wengui
- Subjects
- *
CANCER chemotherapy , *FEATURE extraction , *NEOADJUVANT chemotherapy , *RECEIVER operating characteristic curves , *SUPPORT vector machines - Abstract
Objective: To investigate the value of 18F-FDG PET/CT-based intratumoral and peritumoral radiomics in predicting the efficacy of neoadjuvant chemotherapy (NAC) for breast cancer. Methods: 190 patients who met the inclusion and exclusion criteria from 2017 to 2022 were studied. Features were extracted from the PET/CT intratumoral and peritumoral regions, feature selection was performed through the correlation analysis, t-tests, and least absolute shrinkage and selection operator regression (LASSO). Four classifiers, support vector machine (SVM), k-nearest neighbor (KNN), logistic regression (LR), and naive bayes (NB) were used to build the prediction models. The receiver operating characteristic (ROC) curves were plotted to measure the predictive performance of the models. Concurrent stratified analysis was conducted to establish subtype-specific features for each molecular subtype. Results: Compared to intratumoral features alone, intratumoral + peritumoral features achieved higher AUC values in each classifier. The SVM model constructed with intratumoral + peritumoral features achieved the highest AUC values in both the train and test set (train set: 0.95 and test set: 0.83). Subtype-specific features improve performance in predicting the efficacy of NAC (luminal group: 0.90; HER2 + group: 0.86; triple negative group: 0.92). Conclusion: Intratumoral and peritumoral radiomics models based on 18F-FDG PET/CT can reliably forecast the efficacy of NAC, thereby assisting clinical decision-making. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
4. Prognostic Value of the 18F‐FDG PET/CT and Haematological Parameters in Head and Neck Cancer.
- Author
-
Wakisaka, Risa, Kumai, Takumi, Komatsuda, Hiroki, Yamaki, Hidekiyo, Kono, Michihisa, Sato, Ryosuke, Ohara, Kenzo, Kishibe, Kan, Hayashi, Tatsuya, Okizaki, Atsutaka, and Takahara, Miki
- Subjects
- *
POSITRON emission tomography , *HEAD & neck cancer , *COMPUTED tomography , *OVERALL survival , *SQUAMOUS cell carcinoma - Abstract
Introduction: Fluorine 18‐fluoro‐glucose positron emission tomography/computed tomography (18F‐FDG PET/CT) is commonly used for the staging of head and neck cancer. This study aimed to evaluate the correlation between 18F‐FDG PET/CT, haematological parameters and prognosis in patients with advanced head and neck cancer. Methods: This was a single‐institutional retrospective study of 83 patients with advanced head and neck squamous cell carcinoma (HNSCC) who underwent 18F‐FDG PET/CT imaging before initial treatment between 2014 and 2018. 18F‐FDG PET/CT after treatment was performed in 57 patients. The prognostic parameters of the pre‐ and post‐treatment maximum standardised uptake value (SUVmax), metabolic tumour volume (MTV), total lesion glycolysis (TLG) of primary tumours and haematological parameters were analysed to evaluate the association between overall survival (OS) and progression‐free survival (PFS). Results: Pre‐MTV, pre‐TLG and post‐SUVmax were significantly associated with poor OS and PFS (p < 0.05). Haematological parameters, including pretreatment neutrophil/lymphocyte ratio and C‐reactive protein/albumin ratio, were associated with 18F‐FDG PET/CT parameters. In multivariate analysis, post‐SUVmax was an independent prognostic factor for OS and PFS. Conclusion: A correlation between PET/CT metabolic and haematological parameters was observed. The volume and intensity of 18F‐FDG uptake region, in addition to haematological parameters, are feasible markers for predicting the progression of HNSCC in daily practice. Further, post‐SUVmax could be an independent parameter for predicting poor survival. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
5. Diagnostic performance of 18F-FDG PET/CT vs. 18F-NaF PET/CT in breast cancer with bone metastases: An indirect comparative meta-analysis.
- Author
-
HONGYU HU, XIANWEN HU, ZHIGANG LIANG, WENBI YANG, SONG LI, DANDAN LI, and JIONG CAI
- Subjects
- *
RECEIVER operating characteristic curves , *POSITRON emission tomography , *STERNUM , *BONE metastasis , *CONTINGENCY tables - Abstract
Breast cancer remains the leading cause of cancer-related death in women, with 5-year survival rates of as high as 90% for patients with early-stage breast cancer without metastasis, falling to 10% once bone metastases (BM) occur. Currently, there is no cure for breast cancer with BM. However, appropriate treatment can extend survival and improve patients' quality of life. Therefore, it is important to accurately evaluate the presence of BM in patients with breast cancer. The present meta-analysis evaluated the diagnostic performance of 18F-FDG and 18F-NaF as PET/CT tracers for breast cancer-associated BM. The present study aimed to compare the diagnostic performance of fluorine-18 fluorodeoxyglucose (18F-FDG) positron emission tomography/computed tomographs (PET/CT) and 18F-sodium fluoride (18F-NaF) PET/CT in patients with breast cancer and BM. The PubMed and Embase databases were searched for English literature on the diagnostic performance of 18F-FDG PET/CT and 18F-NaF PET/CT for breast cancer BM, and two authors independently extracted data. All included studies presented data that could be used to construct a 2x2 contingency table. The methodological quality of the selected studies was assessed using QUADAS-2, and forest plots were generated based on the sensitivity and specificity of 18F-FDG PET/CT and 18F-NaF PET/CT in the diagnosis of BM associated with breast cancer. A total of 14 articles were identified, including eight on the analysis of 18F-FDG PET/CT, five on 18F-NaF PET/CT and one on both. The studies on 18F-FDG PET/CT and 18F-NaF PET/CT included 530 and 270 patients, respectively. The pooled sensitivities were 0.88 [95% confidence interval (95% CI), 0.76-0.94] for 18F-FDG PET/CT and 0.98 (95% CI, 0.92-1.00) for 18F-NaF PET/CT, and the pooled specificities were 0.99 (95% CI, 0.97-1.00) and 0.91 (95% CI: 0.76-0.97), respectively. The area under the summary receiver operating characteristic curve for both 18F-FDG PET/CT and 18F-NaF PET/CT was 0.99 (95% CI, 0.98-1.00). Lesion-based analysis using 18F-FDG PET/CT was performed for 909 lesions, with a sensitivity of 0.84 (95% CI, 0.67-1.00) and specificity of 1.00 (95% CI, 0.98-1.00). Compared with 18F-FDG PET/CT, 18F-NaF PET/CT showed higher sensitivity (98 vs. 88%) but lower specificity (91 vs. 99%), although the difference between methods was not statistically significant. In conclusion, the results of the present study indicated that 18F-NaF PET/CT and 18F-FDG PET/CT are both accurate methods for the detection of BM in patients with breast cancer, and have comparable diagnostic accuracy. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
6. Pre-procedure 18F-FDG PET/CT imaging improves the performance of CT-guided transthoracic biopsy.
- Author
-
Ai-Fang Jin, Zhe-Huang Luo, Wan-Ling Qi, and Qian Liu
- Subjects
POSITRON emission tomography ,COMPUTED tomography ,CHI-squared test ,PHYSICIANS ,LUNGS - Abstract
PURPOSE To compare computed tomography (CT)-guided transthoracic lung biopsies (CTLB) with and without pre-procedure 18F-fludeoxyglucose positron emission tomography (
18 F-FDG PET)/CT images in the diagnosis of pulmonary nodules/masses. METHODS This is a case-control study in a single center. The data of patients with a transthoracic lung biopsy guided by CT and pre-procedure18 F-FDG PET/CT (group 2, here called the "PETCTLB" group), including demographics, clinical characteristics, and biopsy-related parameters, were collected. The PET/CT scan was performed within 15 days before the biopsy. The data from patients with CTLB were used as controls (group 1). Biopsies for all patients were performed by the same physician between January 2019 and December 2021. The final diagnosis was based on surgical outcomes, or imaging findings, and the results of at least one 6-month follow-up. The demographics and clinical characteristics of patients, lesions and biopsy-related variables, diagnostic yields, and incidence of complications were compared between the two groups. Two-tailed t-tests were used to compare the mean values in the two independent groups, while categorical variables were compared using the Pearson chi-squared test, and P values < 0.05 were considered to be significant. RESULTS A total of 84 patients were included, and 84 biopsies of 84 lung nodules/masses were analyzed. The demographics and clinical characteristics of group 2 (n = 39; 21 men; mean age, 63.2 ± 9.29 years) and group 1 (n = 45; 30 men; mean age, 61.2 ± 12.3 years) had no significant difference (P = 0.230 and 0.397, respectively). The procedure duration (11.1 ± 3.0 vs. 12.9 ± 3.3 minutes, P = 0.008), the number of samples (2.6 ± 0.5 vs. 3.1 ± 0.4, P < 0.001), diagnostic accuracy (97.4% vs. 82.2%, P = 0.033), and bleeding complication (25.6% vs. 42.2%, P = 0.034) of group 2 and group 1 were statistically different. CONCLUSION A biopsy guided by CT plus pre-procedure18 F-FDG PET/CT (PETCTLB) is a safe procedure that can provide a precise diagnosis in the majority of lung nodules/masses. It has better diagnostic performance than CTLB. [ABSTRACT FROM AUTHOR]- Published
- 2024
- Full Text
- View/download PDF
7. Baseline and interim 18F-FDG PET/CT metabolic parameters predict the efficacy and survival in patients with diffuse large B-cell lymphoma.
- Author
-
Chengcheng Liao, Qifeng Deng, Lin Zeng, Baoping Guo, Zhe Li, Da Zhou, Qing Ke, Mingyue Wang, Mei Huang, Xiaohong Tan, and Hong Cen
- Subjects
PROGNOSIS ,COMPUTED tomography ,OVERALL survival ,FACTOR analysis ,FLUORODEOXYGLUCOSE F18 - Abstract
Introduction: The prognostic value of 18F-FDG PET/CT metabolic parameters, such as metabolic tumor volume (MTV) and total lesion glycolysis (TLG), in diffuse large B-cell lymphoma (DLBCL) remains inadequately explored. This study aims to assess the correlation between these parameters and patient outcomes. Methods: A cohort of 156 DLBCL patients underwent 18F-FDG PET/CT imaging at baseline and after 3-4 cycles of R-CHOP or CHOP-like regimen. The third quartiles of liver uptake values were used as thresholds for calculating MTV and TLG. Patient outcomes were analyzed based on Ann Arbor staging and the 5-PS score. A nomogram was developed to predict overall survival (OS). Results: Patients with low baseline TLG exhibited significantly better outcomes compared to those with high baseline TLG in both Ann Arbor stages I-II and III-IV (1-year PFS: 78.9% vs. 40%, p=0.016; OS: 94.7% vs. 40%, p=0.005 for stage I-II; 1-year PFS: 74.1% vs. 46.8%, p=0.014; OS: 85.4% vs. 71.8%, p=0.007 for stage III-IV). In interim PET/CT patients with a 5-PS score >3, the high Î"TLG group had superior prognosis (1-year PFS: 82.3% vs. 35.7%, p=0.003; OS: 88.2% vs. 85.7%, p=0.003). The nomogram achieved a C-index of 0.9 for OS prediction. Discussion: The findings suggest that baseline TLG is a robust prognostic indicator for patients with DLBCL, particularly in early stages, while Î"TLG effectively distinguishes those with favorable outcomes in higher-risk groups. These metabolic parameters from 18F-FDG PET/CT could enhance treatment decision-making and patient management strategies. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
8. Enhancing Lymphoma Diagnosis, Treatment, and Follow-Up Using 18 F-FDG PET/CT Imaging: Contribution of Artificial Intelligence and Radiomics Analysis.
- Author
-
Hasanabadi, Setareh, Aghamiri, Seyed Mahmud Reza, Abin, Ahmad Ali, Abdollahi, Hamid, Arabi, Hossein, and Zaidi, Habib
- Subjects
- *
LYMPHOMA diagnosis , *LYMPHOMA treatment , *RADIOPHARMACEUTICALS , *DIAGNOSTIC imaging , *DEOXY sugars , *COMPUTED tomography , *ARTIFICIAL intelligence , *RADIOMICS , *POSITRON emission tomography , *EVALUATION of medical care , *LYMPHOMAS , *TUMOR markers , *TUMOR classification , *ALGORITHMS - Abstract
Simple Summary: Lymphoma is a type of cancer that affects the immune system and can be difficult to diagnose and treat effectively, especially in the early stages. Current imaging methods, such as PET/CT scans, are valuable tools for diagnosing and monitoring the disease, but they have limitations in providing precise information for personalized treatment plans. Recently, radiomics and artificial intelligence (AI) have emerged as promising technologies that can analyze detailed patterns in medical images, helping to uncover information that might not be visible to the human eye. This study explores the potential of these technologies in improving the diagnosis, staging, and treatment selection for lymphoma patients. However, further research is needed to confirm their reliability and ensure they can be effectively used in clinical practice. Lymphoma, encompassing a wide spectrum of immune system malignancies, presents significant complexities in its early detection, management, and prognosis assessment since it can mimic post-infectious/inflammatory diseases. The heterogeneous nature of lymphoma makes it challenging to definitively pinpoint valuable biomarkers for predicting tumor biology and selecting the most effective treatment strategies. Although molecular imaging modalities, such as positron emission tomography/computed tomography (PET/CT), specifically 18F-FDG PET/CT, hold significant importance in the diagnosis of lymphoma, prognostication, and assessment of treatment response, they still face significant challenges. Over the past few years, radiomics and artificial intelligence (AI) have surfaced as valuable tools for detecting subtle features within medical images that may not be easily discerned by visual assessment. The rapid expansion of AI and its application in medicine/radiomics is opening up new opportunities in the nuclear medicine field. Radiomics and AI capabilities seem to hold promise across various clinical scenarios related to lymphoma. Nevertheless, the need for more extensive prospective trials is evident to substantiate their reliability and standardize their applications. This review aims to provide a comprehensive perspective on the current literature regarding the application of AI and radiomics applied/extracted on/from 18F-FDG PET/CT in the management of lymphoma patients. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
9. Evaluating early response assessment in extranodal natural killer/T-cell lymphoma by analyzing ΔSUVlbm between baseline and interim 18F-FDG PET/CT scans.
- Author
-
Yang, Lei, Zeng, Li-jie, Wang, Shuang, Wei, Li-qiang, Yang, Jing, Li, Mei, and Wang, Liang
- Subjects
- *
COMPUTED tomography , *REFERENCE values , *LYMPHOMAS , *FLUORODEOXYGLUCOSE F18 , *BIOPSY - Abstract
AbstractTo determine the optimal variation in SUVlbm
via 18F-FDG PET/CT imaging between the baseline and interim stages, and assess early response among patients with extranodal natural killer/T-cell lymphoma (ENKTCL) of 5-DS score ≥ 4, 20 patients after four cycles of chemotherapy were retrospectively enrolled and received re-biopsy targeting PET-positive residual masses. The optimal cutoff value for evaluating early response assessment was 66.75% for ΔSUVlbm%, with the area under curve of 0.985. All patients with a 5-DS score of 4 exhibited negative results upon re-biopsy. During follow-up, the median PFS of patients characterized by ΔSUVlbm% ≥66.75% and <66.75% were unreached and 10 months, respectively. Utilizing ΔSUVlbm% between baseline and interim 18F-FDG PET/CT scans can effectively identify a subset of patients who were visually analyzed as false positives(5-DS ≥ 4), which was confirmed by interim biopsy results, thus serving as a crucial indicator for early assessment of treatment outcomes in patients with ENKTCL. [ABSTRACT FROM AUTHOR]- Published
- 2024
- Full Text
- View/download PDF
10. Investigation of the distribution of inguinal lymph nodes and delineation of the inguinal clinical target volume using 18F-FDG PET/CT.
- Author
-
Han, Jia-Li, Qi, Yan-Ge, Liu, Jia-Ling, Yan, Xia, Zhang, Wan-Chun, Yuan, Ling, Hao, Xin-Zhong, Song, Jian-Bo, and Li, Si-Jin
- Subjects
- *
POSITRON emission tomography , *FEMORAL artery , *LYMPHATIC metastasis , *COMPUTED tomography , *INTENSITY modulated radiotherapy - Abstract
Objective: Radiotherapy is a crucial treatment modality for pelvic cancers, but uncertainties persist in defining the clinical target volume (CTV) for the inguinal lymphatic drainage region. Suboptimal CTV delineation may compromise treatment efficacy and result in subpar disease control. This study aimed to investigate and map the distribution of lymph node metastases (LNM) in the groin area to facilitate an improved and detailed CTV definition using 18F-fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT). Methods: Inguinal LNM in patients with biopsy-proven pelvic malignancies were identified using 18F-FDG PET/CT scan. The longitudinally nearest axial plane was determined based on six typical bony landmarks, and the axial direction relative to the femoral artery of LNM was recorded. The distances from the LNM to the nearest edge of the femoral artery were measured on the axial plane. An optimal margin to cover 95% of LNM was estimated to develop contouring recommendations. Results: In this study, 500 positive LNM were identified by 18F-FDG PET/CT among 185 patients with primary pelvic malignancies. Relative to the femoral artery, lymph nodes were distributed laterally (10:00–11:00, n = 35), anteriorly (12:00–1:00, n = 213), and medially (2:00–4: 00, n = 252). For CTV delineation, the recommended distances from the femoral artery on the SFH were lateral 19 mm, anterior 19 mm, and medial 25 mm; on the SGT were lateral 26 mm, anterior 20 mm, and medial 25 mm; on the SPS were lateral 28 mm, anterior 29 mm, and medial 26 mm; on the IPS were anterior 29 mm and medial 28 mm; on the IIT were anterior 27 mm and medial 27 mm; on the ILT were anterior 25 mm and medial 23 mm. Use interpolation to contour the area between six axial slices, including any radiographically suspicious LNM. Conclusions: Using 18F-FDG PET/CT, we investigated the distribution pattern of inguinal LNM and propose a more comprehensive guideline for inguinal CTV delineation. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
11. Androgen and Cortisol Cosecreting Adrenal Adenoma and Tuberculous Lymphadenitis.
- Author
-
Garza-García, Gabriela, Sánchez-Villa, José Diego, Díaz-Trueba, Flavio Enrique, Lara-Salazar, Miguel Angel, Gómez-Pérez, Francisco Javier, and Reza-Albarrán, Alfredo Adolfo
- Subjects
- *
POSITRON emission tomography , *COMPUTED tomography , *MYCOBACTERIUM tuberculosis , *POLYMERASE chain reaction , *ADENOMA , *ADRENAL tumors - Abstract
The differential diagnosis between malignant and benign adrenal cortical tumors is challenging, and concurrent androgen and cortisol production should raise suspicion of a malignant tumor. We present the case of a 36-year-old woman who exhibited pronounced hirsutism, clitoromegaly, and secondary amenorrhea. A contrast-enhanced computed tomography (CT) scan revealed a 35 × 27 mm right adrenal mass with unenhanced CT attenuation of 40 Hounsfield units (HUs). The mass exhibited absolute and relative washout rates of 50% and 28%, respectively, and was accompanied by a 25 × 20 mm adenopathy located in the hepatogastric space. Total testosterone was elevated by 247 ng/dL (8.56 nmol/L) (normal reference range, 10-75 ng/dL; 0.34-2.6 nmol/L). A 1-mg dexamethasone suppression test revealed an elevated serum morning cortisol concentration of 10.57 μg/dL (291.58 nmol/L) (reference range, <1.8 μg/dL; < 49.66 nmol/L). A fluorine-18 fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT) scan revealed increased uptake in both the adrenal mass and the adenopathy. Subsequently, the patient underwent an open right adrenalectomy and lymphadenectomy. Histological examination revealed the presence of an adrenal adenoma with myelolipomatous metaplasia, as well as a positive polymerase chain reaction (PCR) for Mycobacterium tuberculosis in the adenopathy. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
12. Value of Presurgical 18F-FDG PET/CT Radiomics for Predicting Mediastinal Lymph Node Metastasis in Patients with Lung Adenocarcinoma.
- Author
-
Dai, Meng, Wang, Na, Zhao, Xinming, Zhang, Jianyuan, Zhang, Zhaoqi, Zhang, Jingmian, Wang, Jianfang, Hu, Yujing, Liu, Yunuan, Zhao, Xiujuan, and Chen, Xiaolin
- Subjects
- *
LYMPH nodes , *ADENOCARCINOMA , *PREDICTIVE tests , *RADIOPHARMACEUTICALS , *PREDICTION models , *RECEIVER operating characteristic curves , *RESEARCH funding , *RADIOMICS , *DEOXY sugars , *LOGISTIC regression analysis , *POSITRON emission tomography computed tomography , *PREOPERATIVE care , *CANCER patients , *DESCRIPTIVE statistics , *METASTASIS , *LUNG tumors , *LUNG cancer , *CONFIDENCE intervals , *ALGORITHMS , *SENSITIVITY & specificity (Statistics) - Abstract
Objective: The aim of this study was to develop an F-fluorodeoxyglucose (18F-FDG) positron emission tomography/computed tomography (PET/CT) radiomic model for predicting mediastinal lymph node metastasis (LNM) in presurgical patients with lung adenocarcinoma. Methods: The study enrolled 320 patients with lung adenocarcinoma (288 internal and 32 external cases) and extracted 190 radiomic features using the LIFEx package. Optimal radiomic features to build a radiomic model were selected using the least absolute shrinkage and selection operator algorithm. Logistic regression was used to build the clinical and complex (combined radiomic and clinical variables) models. Results: Ten radiomic features were selected. In the training group, the area under the receiver operating characteristic curve of the complex model was significantly higher than that of the radiomic and clinical models [0.924 (95% CI: 0.887-0.961) vs. 0.863 (95% CI: 0.814-0.912; p = 0.001) and 0.838 (95% CI: 0.783-0.894; p = 0.000), respectively]. The sensitivity, specificity, accuracy, and positive and negative predictive values of the radiomic model were 0.857, 0.790, 0.811, and 0.651 and 0.924, respectively, which were better than that of visual evaluation (0.539, 0.724, 0.667, and 0.472 and 0.775, respectively) and PET semiquantitative analyses (0.619, 0.732, 0.697, and 0.513 and 0.808, respectively). Conclusions:18F-FDG PET/CT radiomics showed good predictive performance for LNM and improved the N-stage accuracy of lung adenocarcinoma. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
13. Diagnostic Significance of Fluorine 18-Fluoro-Deoxy-Glucose Positron Emission Tomography/Computed Tomography (18F-FDG PET/CT) in Assessment of Recurrent Ovarian Carcinoma.
- Author
-
Eladl, Mona Mahmoud, Ahmad, HodaFatouh, Abdelaziz, Inas Mohamed, and Hamed, Maged Abdelgalil
- Subjects
- *
POSITRON emission tomography , *REOPERATION , *CANCER relapse , *COMPUTED tomography , *SYMPTOMS , *OVARIAN cancer - Abstract
Background: Ovarian cancer has the highest mortality of all gynecological cancers and usually diagnosed at a late stage due to the paucity and insidious onset of symptoms. Positron emission tomography/computed tomography (PET/CT) is a noninvasive, highly accurate imaging method for many cancers. This study aimed to early detection of recurrent postoperative ovarian cancer through FDGPET/CT with subsequently early better treatment outcome and prolonged survival time. Methods: This cross-sectional study included 20 female patients with suspected recurrent ovarian cancer. All patients were subjected to complete history taking and full clinical examination. We included cases with suspected ovarian cancer either clinically or elevated tumor marker CA-125 level above 35 U/ml or suspicious findings at conventional imaging methods (CT, US or MRI). Whole-Body PET/CT Imaging with 18F-FDG was performed to confirm presence or absence of recurrence. The results were compared to histopathological results or six-month follow up. Results: The study included twenty cases with suspected ovarian cancer recurrence. Thirty-three lesions were detected by PET/CT scan of which 5 lesions found in the pelvis, 9 peritoneal, 2 pelvic, 1 para-aortic and 8 distant lymph nodes, and 8 distant organs lesions. The majority of the patients show multifocal recurrent lesions in 80% of positive cases while unifocal lesion is seen in 20% of positive cases. The proportion of patients who showed non-epithelial cells (15%) on histopathology was significantly higher in the group with distant metastasis (P=0.049). There was no statistically significant relation between having peritoneal implants and patients' characteristics. Moreover, there was no statistically significant relation between having distant metastasis and (clinical presentation, serum CA125 concentration, conventional imaging results, initial FIGO and WHO classification and treatment) of patients Conclusions: PET/CT is a convenient modality in the evaluation of ovarian cancer recurrence; it can detect and localize the recurrence with high accuracy, thus can influence and modify the treatment plan, and reduce the need for a second look surgery. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
14. Prognostic Importance of 18F-FDG Positron Emission Tomography in Uterine Cervical Cancer.
- Author
-
Soydal, Çiğdem, Baltacıoğlu, Muhammet Halil, Araz, Mine, Demir, Burak, Dursun, Ecenur, Taşkın, Salih, Küçük, Nuriye Özlem, and Ortaç, Fırat
- Subjects
- *
SURVIVAL rate , *POSITRON emission tomography , *CERVICAL cancer , *UTERINE cancer , *PROGNOSIS , *PROGRESSION-free survival - Abstract
Objectives: The aim of this study was to evaluate the prognostic value of 18F-fluorodeoxyglucose (18F-FDG) positron emission tomography/ computed tomography (PET/CT) in the uterine cervix cancer patients. Methods: Thirty-two women (mean age: 52.7±12.6) who underwent 18F-FDG PET/CT for staging of uterine cervix cancer were retrospectively recruited for the study. Maximum standardized uptake value (SUVmax), SUVmean, metabolic tumor volume (MTV), and total lesion glycolysis (TLG) for primary tumors, lymph nodes, and distant metastases were calculated from 18F-FDG PET/CT images using the 40% threshold. Patients were divided into groups according to the presence of pelvic and para-aortic lymph node involvement on 18F-FDG PET/CT images. Life tables and Kaplan-Meier analyses were performed to compare the mean survival times of the different groups. Results: Primary tumor of 27 (84%) patients were 18F-FDG avid. The median SUVmax, SUVmean, MTV, and TLG of the primary tumors were 12.4, 6.1, 13.2 cm³ and 87.8 g/mL x cm³ respectively. Pathological uptake was detected in pelvic 14 (44%) patients and in paraaortic lymph nodes in 3 (10%) para-aortic lymph nodes. The median whole-body MTV and TLG were 21.7 cm³ and 91.1 g/mL x cm³. Disease progression was detected in 7 (22%) patients within a median follow-up period of 20.9 (minimum-maximum: 3-82) months. The only significant PET parameter to predict progression-free survival was SUVmax in the primary tumor (p=0.038). During follow-up period 8 patients died. SUVmax (p=0.007), MTV (p=0.036), TLG (p=0.001) of primary tumor, presence of pathological uptake on pelvic or paraaortic lymph nodes (p=0.015), whole-body MTV (p=0.047) and whole-body TLG (p=0.001) were found statistically significant PET parameters to predict overall survival. Conclusion: Metabolic parameters of primary tumors derived from 18F-FDG PET/CT images have prognostic importance for patients with uterine cervical carcinoma. In patients with metastatic disease, higher whole-body MTV and TLG are also associated with poor prognosis. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
15. Impacts of 18F-FDG PET/CT Parameters on Differential Diagnosis and Outcome of Patients with Primary Invasive Mucinous and Lepidic Predominant Adenocarcinoma of the Lung.
- Author
-
Tatcı, Ebru, Özmen, Özlem, Kızılgöz, Derya, Demirağ, Funda, and Bilgiç, Seçkin
- Subjects
- *
MUCINOUS adenocarcinoma , *COMPUTED tomography , *DIFFERENTIAL diagnosis , *LUNGS , *PROGNOSIS , *ADENOCARCINOMA - Abstract
Objectives: The purpose of this study was to investigate whether 18F-fluorodeoxyglucose (18F-FDG) positron emission tomography/computed tomography (PET/CT) parameters have a role in differentiating invasive mucinous lung adenocarcinoma (IMA) from lepidic predominant lung adenocarcinoma (LPA). Additionally, we compared the 18F-FDG-PET/CT features between survivors and non-survivors. Methods: Tumors were divided into 2 groups according to CT appearance: Group 1: nodular-type tumor; group 2: mass- or pneumonic-type tumor. Unilateral and bilateral multifocal diseases were detected. Clinicopathological characteristics and PET/CT findings were compared between IMAs and LPAs, as well as between survivors and non-survivors. Results: We included 43 patients with IMA and 14 with LPA. Tumor size (p=0.003), incidence of mass/pneumonic type (p=0.011), and bilateral lung involvement (p=0.049) were higher in IMAs than in LPAs. IMAs had more advanced T, M, and Tumor, Node, and Metastasis stages than in LPAs (p=0.048, p=0.049, and p=0.022, respectively). There was no statistically significant difference in maximum standardized uptake value (SUVmax) between the IMA and LPA (p=0.078). The SUV was significantly lower in the nodular group than in the mass/pneumonic-type group (p=0.0001). A total of 11 patients died, of whom SUVmax values were significantly higher in these patients (p=0.031). Male gender (p=0.0001), rate of stage III-IV (p=0.0001), T3-T4 (p=0.021), M1 stages (p=0.0001), multifocality (p=0.0001), and bilateral lung involvement (p=0.0001) were higher in non-survivor. Conclusions: Although CT images were useful for the differential diagnosis of LPAs and IMAs, SUVmax was not helpful for differentiation of these 2 groups. However, both 18F-FDG uptake and CT findings may play an important role in predicting prognosis in these patients. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
16. The impact of family cancer history on tumor metabolism and prognosis in patients with non-small cell lung cancer.
- Author
-
Ma, Mengtian, Tan, Hongpei, Yan, Haixiong, and Zheng, Kai
- Abstract
Non-small cell lung cancer (NSCLC) is a leading cause of cancer-related mortality, and the role of family cancer history in disease progression and treatment response remains underexplored. This study aims to investigate the influence of family tumor history on disease-free survival, tumor metabolism, and treatment response in NSCLC patients. A retrospective, single-center study of 414 NSCLC patients was conducted, with 101 patients having a family history of cancer (FHC). Disease-free survival (DFS), tumor glucose metabolism assessed by 18F-FDG PET/CT, and treatment response to chemoradiotherapy, targeted therapy, and immunotherapy were analyzed. Multivariate modeling was performed to improve prognostic prediction. Patients with FHC exhibited higher TNM staging, increased susceptibility to lymph node invasion, and elevated tumor glucose metabolism levels. Family history of cancer, particularly colorectal and lung cancer, was a significant risk factor for disease-free survival. Targeted therapy and immunotherapy significantly improved patient prognosis, while family history of cancer affected the efficacy of chemoradiotherapy but not targeted therapy or immunotherapy. Multivariate modeling combining FHC, treatment, and tumor metabolism levels yielded improved predictive performance. Our study highlights the importance of considering a patient’s family history when assessing risk profiles and formulating treatment decisions for NSCLC patients. Further research is needed to understand the molecular mechanisms underlying these observed associations and to develop more effective treatment strategies for NSCLC patients with a cancer family history. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
17. Evaluation of prognostic risk factors of triple-negative breast cancer with 18F-FDG PET/CT parameters, clinical pathological features and biochemical indicators.
- Author
-
Lei Zhu, Xin Yang, Jiying Zhang, Shuling Wang, Yulong Wang, Xing Wan, Xiang Zhu, Xiuyu Song, Zhongsheng Tong, Meng Yang, and Weipeng Zhao
- Subjects
TRIPLE-negative breast cancer ,PROGRESSION-free survival ,EPIDERMAL growth factor ,POSITRON emission tomography ,CREATINE kinase - Abstract
Introduction: Breast cancer is a heterogeneous disease comprising various molecular subtypes, including Luminal A, Luminal B, human epidermal growth factor receptor-2 (HER2) positive, and triple negative types, each with distinct biological characteristics and behaviors. Triple negative breast cancer (TNBC) remains a particularly challenging subtype worldwide. Our study aims to evaluate whether Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography (
18 F-FDG PET/CT) parameters, clinical pathological features, and biochemical indicators serve as prognostic risk factors for TNBC. Additionally, we explore correlations between biochemical indicators and18 F-FDG PET/CT parameters. Methods: We conducted a retrospective analysis of 95 TNBC patients who underwent preoperative18 F-FDG PET/CT examinations at Tianjin Medical University Cancer Institute and Hospital from 2013 to 2018. Collected data included18 F-FDG PET/CT parameters, clinical and pathological features, and biochemical indicators. We used Kaplan-Meier survival analysis and multivariate Cox regression analysis to evaluate associations between18 F-FDG PET/CT parameters/biochemical indicators and disease free survival (DFS)/overall survival (OS). The log-rank test determined significant differences in survival curves, and the Spearman correlation coefficient analyzed correlations between quantitative variables. Visualization and analysis were performed using R packages. Results: Among 95 TNBC patients, mean standardized uptake value (SUVmean ) was significantly correlated with DFS. Fasting blood glucose (FBG), a-L-fucosylase (AFU) and Creatine kinase (CK) were independent predictors of DFS, while Precursor albumin (PALB) and CK were independent predictors of OS. FBG showed correlations with SUVpeak and SUVmean , and CK was correlated with peak standardized uptake value (SUVpeak). Our results indicated that18 F-FDG PET/CT parameters and biochemical indicators may constitute a new prognostic model for TNBC patients post-surgery. Discussion: We found that SUVmean , FBG, AFU and CK are predictive factors for DFS in TNBC patients post-surgery, while PALB and CK are predictive factors for OS, which prompts us to pay more attention to these indicators in clinical practice. Also18 F-FDG PET/CT parameters and biochemical indicators have potential utility in constituting a new prognostic model for TNBC patients postsurgery. [ABSTRACT FROM AUTHOR]- Published
- 2024
- Full Text
- View/download PDF
18. Combination of circulating tumor cells and 18F‐FDG PET/CT for precision diagnosis in patients with non‐small cell lung cancer.
- Author
-
Sun, Momo, Lu, Dongyan, Li, Xiaoping, Wang, Jin, Zhang, Liang, Yang, Pan, Yang, Yang, and Shen, Jie
- Subjects
- *
POSITRON emission tomography , *LUNG diseases , *COMPUTED tomography , *LUNG cancer , *NON-small-cell lung carcinoma - Abstract
Purpose: To investigate the value of 2‐deoxy‐18f‐fluorodeoxyglucose (18F‐FDG) positron emission tomography/computed tomography (PET/CT) and circulating tumor cells (CTCs) for the differential diagnosis of patients with benign lung diseases and those with NSCLC. To explore the phenotypic heterogeneity of CTCs and their correlation with FDG uptake in patients with Stage I–IV NSCLC. Methods: Blood specimens from patients with benign lung diseases and patients with primary NSCLC were collected for the detection of CTCs and their subtypes (epithelial, mixed, and mesenchymal) and analyzed for 18F‐FDG PET/CT tumor metabolic parameters, including the maximum standardized uptake value (SUVmax), standard uptake value (SUL), metabolic tumor volume of primary lesion (MTV), total lesion glycolysis of primary lesion (TLG). Clinical data including age, gender, smoking history, tumor size, TNM stage and pathology type were also collected. The value of the two method alone and in combination for the differential diagnosis of benign and malignant was comparatively analyzed. Finally, the differences in CTC and its subtypes in different stages of NSCLC were compared, and FDG metabolic parameters were correlated with CTC subtypes. Results: There were a total of 65 patients with pulmonary diseases, including 12 patients with benign pulmonary diseases and 53 patients with NSCLC. The mean age was 67 ± 10 (38–89 years), 27 were females and 38 were males. 31 (22 males and 9 females) had a long history of smoking. The mean size of the largest diameter of all single lesions was 36 ± 22 mm with a range of 10–108 mm. Seven out of 12 benign diseases were inflammatory granulomatous lesions and 5 were inflammatory pseudotumours. Twenty‐four out of 53 NSCLC were adenocarcinomas and 29 were squamous carcinomas. Twelve out of 53 patients with NSCLC were in Stage I, 10 were in Stage II, 17 were in Stage III and 14 were in Stage IV. SUVmax, SUL, MTV, TLG, total CTCs, epithelial CTCs, and mixed CTCs were all valuable in the differential diagnosis of benign and malignant. TLG combined with mixed CTCs was statistically different from all other diagnostic methods (p < 0.05) and higher than any other diagnostic criteria. In the differential diagnosis of benign and Stage I NSCLC, only total CTC (Z = −2.188 p = 0.039) and mixed CTCs (Z = −3.020 p = 0.014) had certain diagnostic efficacy, and there was no statistical difference between them (p = 0.480). Only mesenchymal CTCs differed in Stage I–IV NSCLC, with a higher number of those who developed distant metastases than those who had non‐distant metastases. Epithelial CTCs correlated with SUVmax (r = 0.333, p = 0.015) and SUL (r = 0.374, p = 0.006). Mmesenchymal CTCs correlated with MTV (r = 0.342, p = 0.018) and TLG (r = 0.319, p = 0.02). Further subgroup analyses revealed epithelial CTCs were correlated with SUVmax (r = 0.543, p = 0.009) and SUL (r = 0.552, p = 0.008), and the total CTCs was correlated with SUVmax (r = 0.622, p = 0.003), SUL (r = 0.652, p = 0.003), MTV (r = 0.460, p = 0.031), and TLG (r = 0.472, p = 0.027) in the early group (Stage I–II). Only mesenchymal CTCs was associated with MTV (r = 0.369, p = 0.041), and TLG (r = 0.415, p = 0.02) in the intermediate‐late group (Stage III–IV). Conclusion: Both FDG PET metabolic parameters and CTCs demonstrated diagnostic value for NSCLC, and combining TLG with mixed CTCs could enhance their diagnostic efficacy. The total CTCs and mixed CTCs showed greater diagnostic value than FDG PET in distinguishing benign lesions from Stage I NSCLC. In NSCLC patients, the epithelial CTCs exhibited a positive correlation with SUVmax and SUL, while mesenchymal CTCs correlated with MTV, and TLG. Besides, epithelial CTCs showed stronger correlations with SUVmax and SUL, and total CTCs showed stronger correlations with SUVmax, SUL, MTV, and TLG in Stage I–II NSCLC. Only mesenchymal CTCs in Stage III–IV NSCLC showed correlations with MTV and TLG. Stage IV NSCLC cases displayed a higher number of mesenchymal CTCs. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
19. Imaging in Renal Cell Carcinoma Detection.
- Author
-
Woon, Dixon, Qin, Shane, Al-Khanaty, Abdullah, Perera, Marlon, and Lawrentschuk, Nathan
- Subjects
- *
MAGNETIC resonance imaging , *PROSTATE-specific membrane antigen , *RENAL cell carcinoma , *COMPUTED tomography , *CARBONIC anhydrase - Abstract
Introduction: Imaging in renal cell carcinoma (RCC) is a constantly evolving landscape. The incidence of RCC has been rising over the years with the improvement in image quality and sensitivity in imaging modalities resulting in "incidentalomas" being detected. We aim to explore the latest advances in imaging for RCC. Methods: A literature search was conducted using Medline and Google Scholar, up to May 2024. For each subsection of the manuscript, a separate search was performed using a combination of the following key terms "renal cell carcinoma", "renal mass", "ultrasound", "computed tomography", "magnetic resonance imaging", "18F-Fluorodeoxyglucose PET/CT", "prostate-specific membrane antigen PET/CT", "technetium-99m sestamibi SPECT/CT", "carbonic anhydrase IX", "girentuximab", and "radiomics". Studies that were not in English were excluded. The reference lists of selected manuscripts were checked manually for eligible articles. Results: The main imaging modalities for RCC currently are ultrasound, computed tomography (CT) and magnetic resonance imaging (MRI). Contrast-enhanced US (CEUS) has emerged as an alternative to CT or MRI for the characterisation of renal masses. Furthermore, there has been significant research in molecular imaging in recent years, including FDG PET, PSMA PET/CT, 99mTc-Sestamibi, and anti-carbonic anhydrase IX monoclonal antibodies/peptides. Radiomics and the use of AI in radiology is a growing area of interest. Conclusions: There will be significant change in the field of imaging in RCC as molecular imaging becomes increasingly popular, which reflects a shift in management to a more conservative approach, especially for small renal masses (SRMs). There is the hope that the improvement in imaging will result in less unnecessary invasive surgeries or biopsies being performed for benign or indolent renal lesions. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
20. 18F-FDG PET/CT metrics-based stratification of large B-cell lymphoma receiving CAR-T cell therapy: immunosuppressive tumor microenvironment as a negative prognostic indicator in patients with high tumor burden.
- Author
-
Sheng, Ling-Shuang, Shen, Rong, Yan, Zi-Xun, Wang, Chao, Zheng, Xin, Zhang, Yi-Lun, Yang, Hao-Xu, Wu, Wen, Xu, Peng-Peng, Cheng, Shu, Bachy, Emmanuel, Sesques, Pierre, Jacquet-Francillon, Nicolas, Jiang, Xu-Feng, Zhao, Wei-Li, and Wang, Li
- Subjects
MYELOID-derived suppressor cells ,T-cell exhaustion ,POSITRON emission tomography ,BODY surface area ,CELLULAR therapy ,SUPPRESSOR cells ,RITUXIMAB - Abstract
Chimeric antigen receptor T (CAR-T) cell therapy has greatly improved the prognosis of relapsed and refractory patients with large B-cell lymphoma (LBCL). Early identification and intervention of patients who may respond poorly to CAR-T cell therapy will help to improve the efficacy. Ninety patients from a Chinese cohort who received CAR-T cell therapy and underwent 18F-fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT) scans at the screening stage (median time to infusion 53.5 days, range 27–176 days), 1 month and 3 months after CAR-T cell infusion were analyzed, with RNA-sequencing conducted on 47 patients at the screening stage. Patients with maximum diameter of the largest lesion (Dmax) < 6 cm (N = 60) at screening stage showed significantly higher 3-month complete response rate (85.0% vs. 33.3%, P < 0.001), progression-free survival (HR 0.17; 95% CI 0.08–0.35, P < 0.001) and overall survival (HR 0.18; 95% CI 0.08–0.40, P < 0.001) than those with Dmax ≥ 6 cm (N = 30). Besides, at the screening stage, Dmax combined with extranodal involvement was more efficient in distinguishing patient outcomes. The best cut-off values for total metabolic tumor volume (tMTV) and total lesion glycolysis (tTLG) at the screening stage were 50cm
3 and 500 g, respectively. A prediction model combining maximum standardized uptake value (SUVmax) at 1 month after CAR-T cell therapy (M1) and tTLG clearance rate was established to predict early progression for partial response/stable disease patients evaluated at M1 after CAR-T cell therapy and validated in Lyon cohort. Relevant association of the distance separating the two farthest lesions, standardized by body surface area to the severity of neurotoxicity (AUC = 0.74; P = 0.034; 95% CI, 0.578–0.899) after CAR-T cell therapy was found in patients received axicabtagene ciloleucel. In patients with Dmax ≥ 6 cm, RNA-sequencing analysis conducted at the screening stage showed enrichment of immunosuppressive-related biological processes, as well as increased M2 macrophages, cancer-associated fibroblasts, myeloid-derived suppressor cells, and intermediate exhausted T cells. Collectively, immunosuppressive tumor microenvironment may serve as a negative prognostic indicator in patients with high tumor burden who respond poorly to CAR-T cell therapy. [ABSTRACT FROM AUTHOR]- Published
- 2024
- Full Text
- View/download PDF
21. Prognostic nomogram combining 18F-FDG PET/CT radiomics and clinical data for stage III NSCLC survival prediction.
- Author
-
Zhang, Yalin, Cui, Yongbin, Liu, Huiling, Chang, Cheng, Yin, Yong, and Wang, Ruozheng
- Subjects
- *
NOMOGRAPHY (Mathematics) , *SURVIVAL analysis (Biometry) , *RADIOMICS , *PROPORTIONAL hazards models , *POSITRON emission tomography computed tomography , *POSITRON emission tomography , *NON-small-cell lung carcinoma - Abstract
The aim of this study was to establish and validate the precision of a novel radiomics approach that integrates 18Fluorine-fluorodeoxyglucose (18F-FDG) positron emission tomography (PET)-computed tomography (CT) scan data with clinical information to improve the prognostication of survival rates in patients diagnosed with stage III Non-Small Cell Lung Cancer (NSCLC) who are not candidates for surgery. We evaluated pretreatment 18F-FDG PET-CT scans from 156 individuals diagnosed with stage III inoperable NSCLC at Shandong Cancer Hospital. These individuals were divided into two groups: a training set comprising 110 patients and an internal validation set consisting of 46 patients. By employing random forest classifier and cox proportional hazards model , we identified and utilized relevant features to create predictive models and a nomogram. The effectiveness of these models was assessed through the use of the receiver operating characteristics(ROC) curves, Kaplan–Meier (KM) curves, and the application of the nomogram. Our findings showed that the combined model, which integrates both clinical and radiomic data, outperformed those based solely on clinical or radiomic features in predicting 3-year overall survival(OS). Furthermore, calibration plots revealed a high level of agreement between predicted and actual survival times. The research successfully established a predictive radiomics model that integrates 18F-FDG PET/CT imaging with clinical indicators to enhance survival predictions for patients with stage III inoperable NSCLC. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
22. 18F-FDG PET/CT detekce sarcoid-like reakce indukované biologickou léčbou ipilimumameb/nivolumabem u pacientky s metastazujícím maligním melanomem.
- Author
-
Doležal, Jiří, Kopecký, Jindřich, and Kalousová, Dagmar
- Subjects
- *
IMMUNE checkpoint inhibitors , *COMPUTED tomography , *INTRAVENOUS therapy , *OVERALL survival , *LYMPH nodes - Abstract
Aim: To present an interesting case of 18F-FDG PET/CT detection of sarcoid-like reaction associated to immune checkpoint inhibitors (ipilimumab/nivolumab) in a 74-year-old woman with malignant melanoma. Method: PET/CT scan including head and lower limbs was performed in 60 minutes after intravenous administration of 18F-FDG with activity of 3.5 MBq/kg. Monophasic contrast-enhanced CT imaging was performed in identical extent. Acquisition of CT imaging data was targeted to the venous circulation. Results: After immunotherapy, there was partial regression of melanoma metastasis in the right groin and right lower limb, but newly showed increased 18F-FDG uptake in hilar and mediastinal lymph nodes and FDG avid foci in the lungs. Because of the symmetric involvement, an inflammatory sarcoid-like reaction was suspected as an adverse effect of ipilimumab/nivolumab therapy. The patient was in good clinical condition, asymptomatic, and maintenance treatment with immunotherapy was continued. Further PET/CT scan showed progression of FDG avid lymphadenopathy in the mediastinum. Transbronchial lymph node biopsy revealed a sarcoid-like inflammatory reaction after immunotherapy. Conclusion: Checkpoint inhibitor therapy provides a significant improvement in survival for patients with metastatic melanoma, but also introduces new, previously unknown side effects that complicate the evaluation of 18F-FDG PET/CT scans and carry the risk of false-positive findings. Interdisciplinary collaboration is essential to correctly interpret imaging findings and to distinguish side effects from disease progression. This approach allowed adequate response to PET/CT findings and avoided unnecessary change of treatment regimen based on false-positive findings. [ABSTRACT FROM AUTHOR]
- Published
- 2024
23. Coefficient of variation and texture analysis of 18F-FDG PET/CT images for the prediction of outcome in patients with multiple myeloma.
- Author
-
Pellegrino, Sara, Origlia, Davide, Di Donna, Erica, Lamagna, Martina, Della Pepa, Roberta, Pane, Fabrizio, Del Vecchio, Silvana, and Fonti, Rosa
- Subjects
- *
TEXTURE analysis (Image processing) , *POSITRON emission tomography , *OVERALL survival , *MULTIPLE myeloma , *LUMBAR vertebrae - Abstract
In multiple myeloma (MM) bone marrow infiltration by monoclonal plasma cells can occur in both focal and diffuse manner, making staging and prognosis rather difficult. The aim of our study was to test whether texture analysis of 18 F-2-deoxy-d-glucose positron emission tomography/computed tomography (18F-FDG PET/CT) images can predict survival in MM patients. Forty-six patients underwent 18 F-FDG-PET/CT before treatment. We used an automated contouring program for segmenting the hottest focal lesion (FL) and a lumbar vertebra for assessing diffuse bone marrow involvement (DI). Maximum standardized uptake value (SUVmax), mean standardized uptake value (SUVmean) and texture features such as Coefficient of variation (CoV), were obtained from 46 FL and 46 DI. After a mean follow-up of 51 months, 24 patients died of myeloma and were compared to the 22 survivors. At univariate analysis, FL SUVmax (p = 0.0453), FL SUVmean (p = 0.0463), FL CoV (p = 0.0211) and DI SUVmax (p = 0.0538) predicted overall survival (OS). At multivariate analysis only FL CoV and DI SUVmax were retained in the model (p = 0.0154). By Kaplan-Meier method and log-rank testing, patients with FL CoV below the cut-off had significantly better OS than those with FL CoV above the cut-off (p = 0.0003), as well as patients with DI SUVmax below the threshold versus those with DI SUVmax above the threshold (p = 0.0006). Combining FL CoV and DI SUVmax by using their respective cut-off values, a statistically significant difference was found between the resulting four survival curves (p = 0.0001). Indeed, patients with both FL CoV and DI SUVmax below their respective cut-off values showed the best prognosis. Conventional and texture parameters derived from 18F-FDG PET/CT analysis can predict survival in MM patients by assessing the heterogeneity and aggressiveness of both focal and diffuse infiltration. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
24. Preoperative Prediction of Her-2 and Ki-67 Status in Gastric Cancer Using 18F-FDG PET/CT Radiomics Features of Visceral Adipose Tissue.
- Author
-
Chen, Demei, Zhou, Rui, and Li, Bo
- Abstract
Aims/Background Immunohistochemistry (IHC) is the main method to detect human epidermal growth factor receptor 2 (Her-2) and Ki-67 expression levels. However, IHC is invasive and cannot reflect their expression status in real-time. This study aimed to build radiomics models based on visceral adipose tissue (VAT)'s
18 F-fluorodeoxyglucose (18 F-FDG) positron emission tomography/computed tomography (PET/CT) imaging, and to evaluate the relationship between radiomics features of VAT and positive expression of Her-2 and Ki-67 in gastric cancer (GC). Methods Ninety patients with GC were enrolled in this study.18 F-FDG PET/CT radiomics features were calculated using the PyRadiomics package. Two methods were employed to reduce radiomics features. The machine learning models, logistic regression (LR), and support vector machine (SVM), were constructed and estimated by the receiver operator characteristic (ROC) curve. The correlation of outstanding features with Ki-67 and Her-2 expression status was evaluated. Results For the Ki-67 set, the area under of the receiver operator characteristic curve (AUC) and accuracy were 0.86 and 0.79 for the LR model and 0.83 and 0.69 for the SVM model. For the Her-2 set, the AUC and accuracy were 0.84 and 0.86 for the LR model and 0.65 and 0.85 for the SVM model. The LR model for Ki-67 exhibited outstanding prediction performance. Three wavelet transform features were correlated with Her-2 expression status (p all < 0.001), and one wavelet transform feature was correlated with the expression status of Ki-67 (p = 0.042). Conclusion18 F-FDG PET/CT-based radiomics models of VAT demonstrate good performance in predicting Her-2 and Ki-67 expression status in patients with GC. Radiomics features can be used as imaging biomarkers for GC. [ABSTRACT FROM AUTHOR]- Published
- 2024
- Full Text
- View/download PDF
25. 18F-FDG PET/CT Radiomics-Based Multimodality Fusion Model for Preoperative Individualized Noninvasive Prediction of Peritoneal Metastasis in Advanced Gastric Cancer.
- Author
-
Chen, Hao, Chen, Yi, Dong, Ye, Gou, Longfei, Hu, Yanfeng, Wang, Quanshi, Li, Guoxin, Li, Shulong, and Yu, Jiang
- Abstract
Purpose: This study was designed to develop and validate a machine learning-based, multimodality fusion (MMF) model using
18 F-fluorodeoxyglucose (FDG) PET/CT radiomics and kernelled support tensor machine (KSTM), integrated with clinical factors and nuclear medicine experts' diagnoses to individually predict peritoneal metastasis (PM) in advanced gastric cancer (AGC). Methods: A total of 167 patients receiving preoperative PET/CT and subsequent surgery were included between November 2006 and September 2020 and were divided into a training and testing cohort. The PM status was confirmed via laparoscopic exploration and postoperative pathology. The PET/CT signatures were constructed by classic radiomic, handcrafted-feature-based model and KSTM self-learning-based model. The clinical nomogram was constructed by independent risk factors for PM. Lastly, the PET/CT signatures, clinical nomogram, and experts' diagnoses were fused using evidential reasoning to establish the MMF model. Results: The MMF model showed excellent performance in both cohorts (area under the curve [AUC] 94.16% and 90.84% in training and testing), and demonstrated better prediction accuracy than clinical nomogram or experts' diagnoses (net reclassification improvement p < 0.05). The MMF model also had satisfactory generalization ability, even in mucinous adenocarcinoma and signet ring cell carcinoma which have poor uptake of18 F-FDG (AUC 97.98% and 89.71% in training and testing). Conclusions: The18 F-FDG PET/CT radiomics-based MMF model may have significant clinical implications in predicting PM in AGC, revealing that it is necessary to combine the information from different modalities for comprehensive prediction of PM. [ABSTRACT FROM AUTHOR]- Published
- 2024
- Full Text
- View/download PDF
26. Role of quantitative imaging biomarkers in an early FDG-PET/CT for detection of immune-related adverse events in melanoma patients: a prospective study.
- Author
-
Hribernik, Nezka, Strasek, Katja, Huff, Daniel T, Studen, Andrej, Zevnik, Katarina, Skalic, Katja, Jeraj, Robert, and Rebersek, Martina
- Subjects
RADIOPHARMACEUTICALS ,MELANOMA ,RESEARCH funding ,RECEIVER operating characteristic curves ,DEOXY sugars ,POSITRON emission tomography computed tomography ,CANCER patients ,LUNGS ,GASTROINTESTINAL system ,METASTASIS ,IMMUNE checkpoint inhibitors ,LONGITUDINAL method ,THYROID gland ,ARTIFICIAL neural networks ,BIOMARKERS - Abstract
To evaluate the role of the novel quantitative imaging biomarker (QIB) SUV
X% of18 F-FDG uptake extracted from early18 F-FDG-PET/CT scan at 4 weeks for the detection of immune-related adverse events (rAE) in a cohort of patients with metastatic melanoma (mM) patients receiving immune-checkpoint inhibitors (ICI). In this prospective non-interventional, one-centre clinical study, patients with mM, receiving ICI treatment, were regularly followed by18 F-FDG PET/CT. Patients were scanned at baseline, early point at week four (W4), week sixteen (W16) and week thirty-two (W32) after ICI initiation. A convolutional neural network (CNN) was used to segment three organs: lung, bowel, thyroid. QIB of irAE - SUVX% - was analyzed within the target organs and correlated with the clinical irAE status. Area under the receiver-operating characteristic curve (AUROC) was used to quantify irAE detection performance. A total of 24218 F-FDG PET/CT images of 71 mM patients were prospectively collected and analysed. The early W4 scan showed improved detection only for the thyroid gland compared to W32 scan (p=0.047). The AUROC for detection of irAE in the three target organs was highest when SUVX% was extracted from W16 scan and was 0.76 for lung, 0.53 for bowel and 0.81 for thyroid. SUVX% extracted from W4 scan did not improve detection of irAE compared to W16 scan (lung: p = 0.54, bowel: p = 0.75, thyroid: p = 0.3, DeLong test), as well as compared to W32 scan in lungs (p = 0.32) and bowel (p = 0.3). Early time point18 F-FDG PET/CT at W4 did not lead to statistically significant earlier detection of irAE. However, organ18 F-FDG uptake as quantified by SUVX% proved to be a consistent QIB of irAE. To better assess the role of18 F-FDG PET/CT in irAE detection, the time evolution of18 F-FDG PET/CT quantifiable inflammation would be of essence, only achievable in multi centric studies. [ABSTRACT FROM AUTHOR]- Published
- 2024
- Full Text
- View/download PDF
27. Distinguishing lymphoma from benign lymph node diseases in fever of unknown origin using PET/CT radiomics
- Author
-
Xinchao Zhang, Fenglian Jing, Yujing Hu, Congna Tian, Jianyang Zhang, Shuheng Li, Qiang Wei, Kang Li, Lu Zheng, Jiale Liu, Jingjie Zhang, and Yanzhu Bian
- Subjects
Fever of unknown origin ,Lymphoma ,Lymph node diseases ,18F-FDG PET/CT ,Radiomics ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 - Abstract
Abstract Background A considerable portion of patients with fever of unknown origin (FUO) present concomitant lymphadenopathy. Diseases within the spectrum of FUO accompanied by lymphadenopathy include lymphoma, infections, and rheumatic diseases. Particularly, lymphoma has emerged as the most prevalent etiology of FUO with associated lymphadenopathy. Distinguishing between benign and malignant lymph node lesions is a major challenge for physicians and an urgent clinical concern for patients. However, conventional imaging techniques, including PET/CT, often have difficulty accurately distinguishing between malignant and benign lymph node lesions. This study utilizes PET/CT radiomics to differentiate between lymphoma and benign lymph node lesions in patients with FUO, aiming to improve diagnostic accuracy. Results Data were collected from 204 patients who underwent 18F-FDG PET/CT examinations for FUO, including 114 lymphoma patients and 90 patients with benign lymph node lesions. Patients were randomly divided into training and testing groups at a ratio of 7:3. A total of 15 effective features were obtained by the least absolute shrinkage and selection operator (LASSO) algorithm. Machine learning models were constructed using logistic regression (LR), support vector machine (SVM), random forest (RF), and k-nearest neighbors (KNN) algorithms. In the training group, the area under the curve (AUC) values for predicting lymphoma and benign cases by LR, SVM, RF, and KNN models were 0.936, 0.930, 0.998, and 0.938, respectively. There were statistically significant differences in AUC between the RF and other models (all P 0.05). The decision curve analysis (DCA) curves of the RF model outperformed those of the other three models in both the training and testing groups. Conclusions PET/CT radiomics demonstrated promising performance in discriminating lymphoma from benign lymph node lesions in patients with FUO, with the RF model showing the best performance.
- Published
- 2024
- Full Text
- View/download PDF
28. Pre-procedure 18F-FDG PET/CT imaging improves the performance of CT-guided transthoracic biopsy
- Author
-
Ai-Fang Jin, Zhe-Huang Luo, Wan-Ling Qi, and Qian Liu
- Subjects
18f-fdg pet/ct ,ct-guided transthoracic biopsy ,lung ,nodule ,mass ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 - Abstract
PURPOSE: To compare computed tomography (CT)-guided transthoracic lung biopsies (CTLB) with and without pre-procedure 18F-fludeoxyglucose positron emission tomography (18F-FDG PET)/CT images in the diagnosis of pulmonary nodules/masses. METHODS: This is a case-control study in a single center. The data of patients with a transthoracic lung biopsy guided by CT and pre-procedure 18F-FDG PET/CT (group 2, here called the “PETCTLB” group), including demographics, clinical characteristics, and biopsy-related parameters, were collected. The PET/CT scan was performed within 15 days before the biopsy. The data from patients with CTLB were used as controls (group 1). Biopsies for all patients were performed by the same physician between January 2019 and December 2021. The final diagnosis was based on surgical outcomes, or imaging findings, and the results of at least one 6-month follow-up. The demographics and clinical characteristics of patients, lesions and biopsy-related variables, diagnostic yields, and incidence of complications were compared between the two groups. Two-tailed t-tests were used to compare the mean values in the two independent groups, while categorical variables were compared using the Pearson chi-squared test, and P values < 0.05 were considered to be significant. RESULTS: A total of 84 patients were included, and 84 biopsies of 84 lung nodules/masses were analyzed. The demographics and clinical characteristics of group 2 (n = 39; 21 men; mean age, 63.2 ± 9.29 years) and group 1 (n = 45; 30 men; mean age, 61.2 ± 12.3 years) had no significant difference (P = 0.230 and 0.397, respectively). The procedure duration (11.1 ± 3.0 vs. 12.9 ± 3.3 minutes, P = 0.008), the number of samples (2.6 ± 0.5 vs. 3.1 ± 0.4, P < 0.001), diagnostic accuracy (97.4% vs. 82.2%, P = 0.033), and bleeding complication (25.6% vs. 42.2%, P = 0.034) of group 2 and group 1 were statistically different. CONCLUSION: A biopsy guided by CT plus pre-procedure 18F-FDG PET/CT (PETCTLB) is a safe procedure that can provide a precise diagnosis in the majority of lung nodules/masses. It has better diagnostic performance than CTLB.
- Published
- 2024
- Full Text
- View/download PDF
29. Adrenal ganglioneuroma with nodal metastases on 123I-MIBG SPECT/CT and 18F-FDG PET/CT
- Author
-
Suzune Tsukamoto, MD, Kazuna Kawabata, MD, PhD, Shunsuke Ito, MD, Saya Ando, MD, Kaori Kuriyama, MD, Shin Morooka, MD, Mototsugu Muramaki, MD, PhD, Mitsunori Kanagaki, MD, PhD, and Makoto Hosono, MD, PhD
- Subjects
Adrenal ganglioneuroma ,Metastatic ganglioneuroma ,Lymph node metastasis ,18F-FDG PET/CT ,123I-MIBG SPECT/CT ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 - Abstract
Ganglioneuroma is a well-differentiated tumor originating from neural crest cells of the sympathetic nervous system. Although benign, a few cases have been reported that ganglioneuroma can metastasize to other sites. We report a case of adrenal ganglioneuroma with para-aortic nodal metastases with low FDG and MIBG uptake. In order to avoid unnecessary wide excision or aggressive medication, it is important to consider the possibility of ganglioneuroma preoperatively even if with metastases.
- Published
- 2024
- Full Text
- View/download PDF
30. Investigation of the distribution of inguinal lymph nodes and delineation of the inguinal clinical target volume using 18F-FDG PET/CT
- Author
-
Jia-Li Han, Yan-Ge Qi, Jia-Ling Liu, Xia Yan, Wan-Chun Zhang, Ling Yuan, Xin-Zhong Hao, Jian-Bo Song, and Si-Jin Li
- Subjects
Pelvic and perineal cancer ,Inguinal lymph nodes metastases ,Clinical target volume ,18F-FDG PET/CT ,Intensity-modulated radiotherapy ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Objective Radiotherapy is a crucial treatment modality for pelvic cancers, but uncertainties persist in defining the clinical target volume (CTV) for the inguinal lymphatic drainage region. Suboptimal CTV delineation may compromise treatment efficacy and result in subpar disease control. This study aimed to investigate and map the distribution of lymph node metastases (LNM) in the groin area to facilitate an improved and detailed CTV definition using 18F-fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT). Methods Inguinal LNM in patients with biopsy-proven pelvic malignancies were identified using 18F-FDG PET/CT scan. The longitudinally nearest axial plane was determined based on six typical bony landmarks, and the axial direction relative to the femoral artery of LNM was recorded. The distances from the LNM to the nearest edge of the femoral artery were measured on the axial plane. An optimal margin to cover 95% of LNM was estimated to develop contouring recommendations. Results In this study, 500 positive LNM were identified by 18F-FDG PET/CT among 185 patients with primary pelvic malignancies. Relative to the femoral artery, lymph nodes were distributed laterally (10:00–11:00, n = 35), anteriorly (12:00–1:00, n = 213), and medially (2:00–4: 00, n = 252). For CTV delineation, the recommended distances from the femoral artery on the SFH were lateral 19 mm, anterior 19 mm, and medial 25 mm; on the SGT were lateral 26 mm, anterior 20 mm, and medial 25 mm; on the SPS were lateral 28 mm, anterior 29 mm, and medial 26 mm; on the IPS were anterior 29 mm and medial 28 mm; on the IIT were anterior 27 mm and medial 27 mm; on the ILT were anterior 25 mm and medial 23 mm. Use interpolation to contour the area between six axial slices, including any radiographically suspicious LNM. Conclusions Using 18F-FDG PET/CT, we investigated the distribution pattern of inguinal LNM and propose a more comprehensive guideline for inguinal CTV delineation.
- Published
- 2024
- Full Text
- View/download PDF
31. Clitoral metastasis from squamous cell carcinoma of the cervix on 18F-FDG PET/CT and MRI
- Author
-
Ryan Vu, BS, Jill Tseng, MD, Peter Vu, BS, and Adam Stelling, MD
- Subjects
Cervical cancer ,Metastasis ,Clitoris ,18F-FDG PET/CT ,MRI ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 - Abstract
Metastasis to the clitoris is extremely rare. Here, we report a highly unusual case of high-grade squamous cell carcinoma of the cervix metastasizing to the clitoris a year following surgery and chemoradiotherapy. The patient presented with a painless clitoral mass identified through physical examination. Magnetic resonance imaging (MRI) showed a diffusely enhancing clitoral mass with hyperintense signals on diffusion-weighted imaging (DWI) and fluid-sensitive T2-weighted (T2W) sequences. This malignant tumor was detected by 18fluorine-fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT) due to its high FDG uptake. Pathological examination confirmed clitoral metastasis. Clitoral metastasis, although exceedingly rare, should be considered in cervical cancer patients presenting with clitoral masses on physical examination and imaging, particularly in those with advanced stages. Our case report is unique because it represents a recurrence in a patient initially diagnosed with early-stage cancer.
- Published
- 2024
- Full Text
- View/download PDF
32. PD-1 inhibitor in the treatment of relapsed primary mediastinal large B-cell lymphoma follow up by 18F-FDG PET/CT: A case report and literature review
- Author
-
ChiIeng Tou and LinFeng Ma
- Subjects
Primary mediastinal large B-cell lymphoma ,Relapsed ,PD-1 inhibitor ,Complete metabolic remission ,18F-FDG PET/CT ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 - Abstract
Primary mediastinal large B-cell lymphoma (PMBCL) is a specific subtype of diffuse large B-cell lymphoma (DLBCL), which occurs more frequently in young women. PMBCL is an uncommon kind of cancer. R-EPOCH is a common therapeutic regimen that is suitable for patients with PMBCL, and could get a relatively high complete remission rate. However, it may not be effective response in patients with relapsed PMBCL. Immunotherapy appears to be helpful in recent years. Therefore, in this case, a 31-year-old female patient with relapsed PMBCL. Progressive disease was identified after rechemotherapy and target therapy, complete remission can be achieved after switching to PD-1 inhibitor plus targeted therapy. These recurrence, progression, remission and follow-up are all displayed well on 18F-FDG PET/CT. This case with consecutive imaging monitor illustrates that PD-1 inhibitor may be used as a first-line treatment for recurrent PMBCL. In addition, 18F-FDG PET/CT is strongly recommended for monitoring PMBCL include baseline staging, interim response and follow-up study.
- Published
- 2024
- Full Text
- View/download PDF
33. Primary ovarian neuroendocrine carcinoma expressing substantially intense 18F-FDG uptake: A case report
- Author
-
Shiori Yamanaka-Mitsui, Noriko Oshima, Tamami Odai, Maki Takao, Kimio Wakana, Takumi Akashi, Junichi Tsuchiya, and Naoyuki Miyasaka
- Subjects
Ovarian neuroendocrine carcinoma ,18F-FDG PET/CT ,SUVmax ,GLUT ,Ki67 ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 - Abstract
Ovarian neuroendocrine carcinoma is a rare and aggressive tumor with a poor prognosis. Ultrasonography, computed tomography (CT), and magnetic resonance imaging (MRI) are often used for diagnosis. However, no specific features exist, and preoperative diagnosis is often difficult. We present a case in which ovarian neuroendocrine carcinoma was diagnosed postoperatively, with the intention to discuss its imaging features on 18F fluoro-deoxy-glucose positron emission tomography/computed tomography (18F-FDG PET/CT). A 70-year-old woman presented to a local hospital with abdominal pain. CT showed a uterine mass and multiple swollen lymph nodes. The mass expanded from the uterus into the left ovarian vessels on dynamic MRI. The SUVmax of the mass and lymph nodes on 18F-FDG PET/CT were notably elevated to 53.2 and 33.0 respectively. Considering the tumor location and high SUVmax, a malignant uterine tumor was suspected. Total abdominal hysterectomy, bilateral salpingo-oophorectomy, omental biopsy, and resection of the left ovarian vessels were performed. Histological examination confirmed that the tumor was a neuroendocrine carcinoma derived from the left ovary. To the best of our knowledge, there are only few reports on the 18F-FDG uptake in ovarian neuroendocrine carcinomas. Conversely, in other organs, the carcinomas frequently exhibit markedly elevated SUVmax on 18F-FDG PET/CT. It is possible that ovarian neuroendocrine carcinomas share similar traits, and elevated SUVmax could indicate the potential presence of this histological type.
- Published
- 2024
- Full Text
- View/download PDF
34. The impact of family cancer history on tumor metabolism and prognosis in patients with non-small cell lung cancer
- Author
-
Mengtian Ma, Hongpei Tan, Haixiong Yan, and Kai Zheng
- Subjects
NSCLC ,Prognosis ,Disease-free survival (DFS) ,18F-FDG PET/CT ,Family history of cancer (FHC) ,Medicine ,Science - Abstract
Abstract Non-small cell lung cancer (NSCLC) is a leading cause of cancer-related mortality, and the role of family cancer history in disease progression and treatment response remains underexplored. This study aims to investigate the influence of family tumor history on disease-free survival, tumor metabolism, and treatment response in NSCLC patients. A retrospective, single-center study of 414 NSCLC patients was conducted, with 101 patients having a family history of cancer (FHC). Disease-free survival (DFS), tumor glucose metabolism assessed by 18F-FDG PET/CT, and treatment response to chemoradiotherapy, targeted therapy, and immunotherapy were analyzed. Multivariate modeling was performed to improve prognostic prediction. Patients with FHC exhibited higher TNM staging, increased susceptibility to lymph node invasion, and elevated tumor glucose metabolism levels. Family history of cancer, particularly colorectal and lung cancer, was a significant risk factor for disease-free survival. Targeted therapy and immunotherapy significantly improved patient prognosis, while family history of cancer affected the efficacy of chemoradiotherapy but not targeted therapy or immunotherapy. Multivariate modeling combining FHC, treatment, and tumor metabolism levels yielded improved predictive performance. Our study highlights the importance of considering a patient’s family history when assessing risk profiles and formulating treatment decisions for NSCLC patients. Further research is needed to understand the molecular mechanisms underlying these observed associations and to develop more effective treatment strategies for NSCLC patients with a cancer family history.
- Published
- 2024
- Full Text
- View/download PDF
35. 18F-FDG PET/CT metrics-based stratification of large B-cell lymphoma receiving CAR-T cell therapy: immunosuppressive tumor microenvironment as a negative prognostic indicator in patients with high tumor burden
- Author
-
Ling-Shuang Sheng, Rong Shen, Zi-Xun Yan, Chao Wang, Xin Zheng, Yi-Lun Zhang, Hao-Xu Yang, Wen Wu, Peng-Peng Xu, Shu Cheng, Emmanuel Bachy, Pierre Sesques, Nicolas Jacquet-Francillon, Xu-Feng Jiang, Wei-Li Zhao, and Li Wang
- Subjects
Large B-cell lymphoma ,CAR-T cell therapy ,18F-FDG PET/CT ,Microenvironment ,Therapeutics. Pharmacology ,RM1-950 - Abstract
Abstract Chimeric antigen receptor T (CAR-T) cell therapy has greatly improved the prognosis of relapsed and refractory patients with large B-cell lymphoma (LBCL). Early identification and intervention of patients who may respond poorly to CAR-T cell therapy will help to improve the efficacy. Ninety patients from a Chinese cohort who received CAR-T cell therapy and underwent 18F-fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT) scans at the screening stage (median time to infusion 53.5 days, range 27–176 days), 1 month and 3 months after CAR-T cell infusion were analyzed, with RNA-sequencing conducted on 47 patients at the screening stage. Patients with maximum diameter of the largest lesion (Dmax)
- Published
- 2024
- Full Text
- View/download PDF
36. Prognostic nomogram combining 18F-FDG PET/CT radiomics and clinical data for stage III NSCLC survival prediction
- Author
-
Yalin Zhang, Yongbin Cui, Huiling Liu, Cheng Chang, Yong Yin, and Ruozheng Wang
- Subjects
Radiomics ,Overall survive ,18F-FDG PET/CT ,Non-small cell lung cancer ,Immunotherapy ,Medicine ,Science - Abstract
Abstract The aim of this study was to establish and validate the precision of a novel radiomics approach that integrates 18Fluorine-fluorodeoxyglucose (18F-FDG) positron emission tomography (PET)-computed tomography (CT) scan data with clinical information to improve the prognostication of survival rates in patients diagnosed with stage III Non-Small Cell Lung Cancer (NSCLC) who are not candidates for surgery. We evaluated pretreatment 18F-FDG PET-CT scans from 156 individuals diagnosed with stage III inoperable NSCLC at Shandong Cancer Hospital. These individuals were divided into two groups: a training set comprising 110 patients and an internal validation set consisting of 46 patients. By employing random forest classifier and cox proportional hazards model , we identified and utilized relevant features to create predictive models and a nomogram. The effectiveness of these models was assessed through the use of the receiver operating characteristics(ROC) curves, Kaplan–Meier (KM) curves, and the application of the nomogram. Our findings showed that the combined model, which integrates both clinical and radiomic data, outperformed those based solely on clinical or radiomic features in predicting 3-year overall survival(OS). Furthermore, calibration plots revealed a high level of agreement between predicted and actual survival times. The research successfully established a predictive radiomics model that integrates 18F-FDG PET/CT imaging with clinical indicators to enhance survival predictions for patients with stage III inoperable NSCLC.
- Published
- 2024
- Full Text
- View/download PDF
37. Desmoplastic small round cell tumor of bone revealed by 18F-FDG PET/CT: a case report with literature review.
- Author
-
Zhang, Hongzheng and Dai, Sheng
- Subjects
- *
LITERATURE reviews , *THORACIC vertebrae , *NEEDLE biopsy , *COMPUTED tomography , *GENE fusion - Abstract
A 50-year-old male presented with neck and shoulder pain. Chest CT and 18F-FDG PET/CT revealed osteolytic bone destruction in the left first rib and thoracic vertebrae with increased FDG uptake. Rib biopsy pathology indicated desmoplastic small round cell tumor (DSRCT).18F-FDG PET/CT can accurately locate the distribution of DSRCT and further guide the location of needle biopsy to assist the DSRCT. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
38. The value of combined MRI, enhanced CT and 18F-FDG PET/CT in the diagnosis of recurrence and metastasis after surgery for ovarian cancer.
- Author
-
Hong, Yong, Peng, Jianfeng, Zeng, Yanni, Deng, Xuewen, Xu, Wanjun, and Wang, Juanting
- Abstract
Objective: The purpose of this article was to investigate the value of combined MRI, enhanced CT and
18 F-FDG PET/CT in the diagnosis of recurrence and metastasis after surgery for ovarian cancer. Methods: Ninety-five ovarian cancer patients were selected as the study subjects, all of them underwent surgical treatment, and MRI, enhanced CT and18 F-FDG PET/CT were performed on all of them in the postoperative follow-up, and the pathological results after the second operation were used as the diagnostic "gold standard". The diagnostic value (sensitivity, specificity, accuracy, negative predictive value and positive predictive value) of the three examination methods alone or in combination for the diagnosis of postoperative recurrence and metastasis of ovarian cancer was compared, and the detection rate was calculated when the lesion was the unit of study, so as to compare the efficacy of the three methods in the diagnosis of postoperative recurrent metastatic lesions of ovarian cancer. Results: The sensitivity, specificity, accuracy, positive predictive value and negative predictive value of the combined group were higher than those of MRI and enhanced CT for recurrence and metastasis of ovarian cancer after surgery, and the specificity, accuracy and positive predictive value of the combined group were higher than those of the18 F-FDG PET/CT group, and those of the18 F-FDG PET/CT group were higher than those of the enhanced CT group (all P < 0.05). When the postoperative recurrent metastatic lesions of ovarian cancer were used as the study unit, the detection rate of lesions in the combined group was higher than that of the three examinations detected individually, and the detection rate of lesions in18 F-FDG PET/CT was higher than that of enhanced CT and MRI (P < 0.05). Conclusion: The combination of MRI, enhanced CT and18 F-FDG PET/CT can accurately diagnose recurrence and metastasis of ovarian cancer after surgery, detect recurrent metastatic lesions as early as possible, and improve patients' prognosis. [ABSTRACT FROM AUTHOR]- Published
- 2024
- Full Text
- View/download PDF
39. Enhancing diagnostic precision in EBV-related HLH: a multifaceted approach using 18F-FDG PET/CT and nomogram integration
- Author
-
Xu Yang, Xia Lu, Lijuan Feng, Wei Wang, Ying Kan, Shuxin Zhang, Xiang Li, and Jigang Yang
- Subjects
Epstein-Barr virus ,Hemophagocytic lymphohistiocytosis ,Lymphoma ,18F-FDG PET/CT ,Nomogram ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Background The hyperinflammatory condition and lymphoproliferation due to Epstein-Barr virus (EBV)-associated hemophagocytic lymphohistiocytosis (HLH) affect the detection of lymphomas by 18F-FDG PET/CT. We aimed to improve the diagnostic capabilities of 18F-FDG PET/CT by combining laboratory parameters. Methods This retrospective study involved 46 patients diagnosed with EBV-positive HLH, who underwent 18F-FDG PET/CT before beginning chemotherapy within a 4-year timeframe. These patients were categorized into two groups: EBV-associated HLH (EBV-HLH) (n = 31) and EBV-positive lymphoma-associated HLH (EBV + LA-HLH) (n = 15). We employed multivariable logistic regression and regression tree analysis to develop diagnostic models and assessed their efficacy in diagnosis and prognosis. Results A nomogram combining the SUVmax ratio, copies of plasma EBV-DNA, and IFN-γ reached 100% sensitivity and 81.8% specificity, with an AUC of 0.926 (95%CI, 0.779–0.988). Importantly, this nomogram also demonstrated predictive power for mortality in EBV-HLH patients, with a hazard ratio of 4.2 (95%CI, 1.1–16.5). The high-risk EBV-HLH patients identified by the nomogram had a similarly unfavorable prognosis as patients with lymphoma. Conclusions The study found that while 18F-FDG PET/CT alone has limitations in differentiating between lymphoma and EBV-HLH in patients with active EBV infection, the integration of a nomogram significantly improves the diagnostic accuracy and also exhibits a strong association with prognostic outcomes.
- Published
- 2024
- Full Text
- View/download PDF
40. CT, MRI, and 18F-FDG PET/CT imaging of multiple bone brown tumors secondary to parathyroid adenoma: A case report
- Author
-
Qian Yang, Nan Chen, and Shuixia Zhang
- Subjects
Computed tomography ,X-ray ,Magnetic resonance imaging ,18F-FDG PET/CT ,Parathyroid adenoma ,Brown tumors ,Surgery ,RD1-811 - Published
- 2024
- Full Text
- View/download PDF
41. Giant parathyroid adenoma and hungry bone syndrome in MEN1 syndrome: A case report
- Author
-
Jeremy Hugh Yen-hey Lau, MBBS, Koon Kiu Ng, MBBS, FHKCR, Wai Chung Wong, MBBS, FHKCR, and Boom Ting Kung, MBChB, FHKCR
- Subjects
Giant parathyroid adenoma ,Hungry bone syndrome ,Multiple endocrine neoplasm type 1 ,18F-FDG PET/CT ,Tc99m-sestamibi parathyroid scintigraphy ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 - Abstract
An 18-year-old male with multiple endocrine neoplasm type 1 (MEN1) syndrome presented with hyperparathyroidism. Parathyroidectomy was performed. Patient complained of bone pain afterwards, multiple imaging modalities revealed features of osteitis fibrosa cystica and biochemical profile showed features of hungry bone syndrome. Incidental suspicious pancreatic lesion was initially revealed by 18F-FDG PET/CT scan while MRI further characterized the possibility of insulinoma. Ultimately, the patient was diagnosed of MEN1 syndrome by genetic test. This case report demonstrates the utilization of various imaging modalities such as ultrasound, Tc99m-sestamibi parathyroid scintigraphy, bone scintigraphy, CT, PET/CT and MRI, which leads to ultimately the diagnosis of MEN1 syndrome.
- Published
- 2024
- Full Text
- View/download PDF
42. Pulmonary mediastinal actinomycosis with 'pound cake sign' on magnetic resonance imaging mimicking an infiltrative malignant tumor: A case report
- Author
-
Nahiro Yan, MD, Fumie Sugihara, MD, PhD, Nobuhiko Hayashi, MD, Takashi Sasaki, MD, PhD, Yosuke Ishii, MD, PhD, Hiromitsu Hayashi, MD, PhD, and Shin-ichiro Kumita, MD, PhD
- Subjects
Actinomyces ,Pulmonary mediastinal actinomycosis ,Anterior mediastinal malignancy ,MRI ,18F-FDG PET/CT ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 - Abstract
Actinomycosis is a rare chronic suppurative granulomatous disease. Surgical biopsy is often performed in patients with chest actinomycosis because malignancy is suspected in most cases. A 62-year-old man presented to our hospital with fever and exertional dyspnea that had persisted for several months. Contrast-enhanced computed tomography showed an irregularly shaped mass with contrast enhancement in the anterior mediastinum and consolidation in the left upper lung lobe contiguous with this mass, as well as multiple nodules in both lungs. The pulmonary artery trunk was stenotic and surrounded by the mass, and the right heart system was enlarged. Thoracoscopic biopsy was performed but failed to yield a diagnosis. Contrast-enhanced computed tomography after one month revealed an increased mass and worsening right heart strain. 18F-FDG (fluorodeoxyglucose) positron emission tomography/computed tomography and contrast-enhanced magnetic resonance imaging also suggested a malignant tumor, and an open chest biopsy was performed. No malignant cells were identified and actinomycetes were detected by histopathology and bacterial culture. The patient was treated with antibiotics, following which his contrast-enhanced computed tomography findings and general condition improved.
- Published
- 2024
- Full Text
- View/download PDF
43. Early prediction of microvascular invasion (MVI) occurrence in hepatocellular carcinoma (HCC) by 18F-FDG PET/CT and laboratory data
- Author
-
Tianyi Wang, Xue Chen, Huan Huang, and Ningyang Jia
- Subjects
Hepatocellular carcinoma ,Microvascular invasion ,18F-FDG PET/CT ,Medicine - Abstract
Abstract Background Hepatocellular carcinoma (HCC) is one of the deadliest malignant tumors in China. Microvascular invasion (MVI) often indicates poor prognosis and metastasis in HCC patients. 18F-FDG PET–CT is a new imaging method commonly used to screen for tumor occurrence and evaluate tumor stage. Purpose This study attempted to predict the occurrence of MVI in early-stage HCC through 18F-FDG positron emission tomography (PET)/computed tomography (CT) imaging findings and laboratory data. Patients and methods A total of 113 patients who met the inclusion criteria were divided into two groups based on postoperative pathology: the MVI-positive group and MVI-negative group. We retrospectively analyzed the imaging findings and laboratory data of 113 patients. Imaging findings included tumor size, tumor maximum standard uptake value (SUVmaxT), and normal liver maximum standard uptake value (SUVmaxL). The ratios of SUVmaxT to SUVmaxL (SUVmaxT/L) and an SUVmaxT/L > 2 were defined as active tumor metabolism. The tumor size was indicated by the maximum diameter of the tumor, and a diameter greater than 5 cm was defined as a mass lesion. The laboratory data included the alpha-fetoprotein (AFP) level and the HBeAg level. An AFP concentration > 20 ng/mL was defined as a high AFP level. A HBeAg concentration > 0.03 NCU/mL was defined as HB-positive. Results The SUVmaxT/L (p = 0.003), AFP level (p = 0.008) and tumor size (p = 0.015) were significantly different between the two groups. Patients with active tumor metabolism, mass lesions and high AFP levels tended to be MVI positive. Binary logistic regression analysis verified that active tumor metabolism (OR = 4.124, 95% CI, 1.566–10.861; p = 0.004) and high AFP levels (OR = 2.702, 95% CI, 1.214–6.021; p = 0.015) were independent risk factors for MVI. The sensitivity of the combination of these two independent risk factors predicting HCC with MVI was 56.9% (29/51), the specificity was 83.9% (52/62) and the accuracy was 71.7% (81/113). Conclusion Active tumor metabolism and high AFP levels can predict the occurrence of MVI in HCC patients.
- Published
- 2024
- Full Text
- View/download PDF
44. Metabolic tumour area: a novel prognostic indicator based on 18F-FDG PET/CT in patients with diffuse large B-cell lymphoma in the R-CHOP era
- Author
-
Silu Cui, Wenchong Xin, Fei Wang, Xiaoliang Shao, Xiaonan Shao, Rong Niu, Feifei Zhang, Yunmei Shi, Bao Liu, Weiying Gu, and Yuetao Wang
- Subjects
18F-FDG PET/CT ,Diffuse large B-cell lymphoma ,Total metabolic tumour volume ,Prognosis ,Metabolic tumour area ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Background The metabolic tumour area (MTA) was found to be a promising predictor of prostate cancer. However, the role of MTA based on 18F-FDG PET/CT in diffuse large B-cell lymphoma (DLBCL) prognosis remains unclear. This study aimed to elucidate the prognostic significance of MTA and evaluate its incremental value to the National Comprehensive Cancer Network International Prognostic Index (NCCN-IPI) for DLBCL patients treated with first-line R-CHOP regimens. Methods A total of 280 consecutive patients with newly diagnosed DLBCL and baseline 18F-FDG PET/CT data were retrospectively evaluated. Lesions were delineated via a semiautomated segmentation method based on a 41% SUVmax threshold to estimate semiquantitative metabolic parameters such as total metabolic tumour volume (TMTV) and MTA. Receiver operating characteristic (ROC) curve analysis was used to determine the optimal cut-off values. Progression-free survival (PFS) and overall survival (OS) were the endpoints that were used to evaluate the prognosis. PFS and OS were estimated via Kaplan‒Meier curves and compared via the log-rank test. Results Univariate analysis revealed that patients with high MTA, high TMTV and NCCN-IPI ≥ 4 were associated with inferior PFS and OS (P
- Published
- 2024
- Full Text
- View/download PDF
45. Utility of 18F-FDG PET/CT in Detecting Spinal Drop Metastases from Pineal Gland Tumors
- Author
-
Kabilash Dhayalan, Harish Goyal, Pradap Palanivelu, and Dhanapathi Halanaik
- Subjects
pineal gland ,spinal drops metastases ,18f-fdg pet/ct ,germ cell tumors ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 ,Biology (General) ,QH301-705.5 - Abstract
Pineal gland tumors are significant despite being rare (
- Published
- 2024
- Full Text
- View/download PDF
46. Whole-tumoral metabolic heterogeneity in 18F-FDG PET/CT is a novel prognostic marker for neuroblastoma
- Author
-
Jun Liu, Qinghua Ren, Haonan Xiao, Siqi Li, Lingling Zheng, Xu Yang, Lijuan Feng, Ziang Zhou, Huanmin Wang, Jigang Yang, and Wei Wang
- Subjects
Neuroblastoma ,Whole-tumoral metabolic heterogeneity ,Intra-tumoral metabolic heterogeneity ,18F-FDG PET/CT ,Prognosis ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Background Neuroblastoma (NB) is a highly heterogeneous tumor, and more than half of newly diagnosed NB are associated with extensive metastases. Accurately characterizing the heterogeneity of whole-body tumor lesions remains clinical challenge. This study aims to quantify whole-tumoral metabolic heterogeneity (WMH) derived from whole-body tumor lesions, and investigate the prognostic value of WMH in NB. Methods We retrospectively enrolled 95 newly diagnosed pediatric NB patients in our department. Traditional semi-quantitative PET/CT parameters including the maximum standardized uptake value (SUVmax), the mean standardized uptake value (SUVmean), the peak standardized uptake value (SUVpeak), metabolic tumor volume (MTV) and total lesion glycolysis (TLG) were measured. These PET/CT parameters were expressed as PSUVmax, PSUVmean, PSUVpeak, PMTV, PTLG for primary tumor, WSUVmax, WSUVmean, WSUVpeak, WMTV, WTLG for whole-body tumor lesions. The metabolic heterogeneity was quantified using the areas under the curve of the cumulative SUV-volume histogram index (AUC-CSH index). Intra-tumoral metabolic heterogeneity (IMH) and WMH were extracted from primary tumor and whole-body tumor lesions, respectively. The outcome endpoints were overall survival (OS) and progression-free survival (PFS). Survival analysis was performed utilizing the univariate and multivariate Cox proportional hazards regression. The optimal cut-off values for metabolic parameters were obtained by receiver operating characteristic curve (ROC). Results During follow up, 27 (28.4%) patients died, 21 (22.1%) patients relapsed and 47 (49.5%) patients remained progression-free survival, with a median follow-up of 35.0 months. In survival analysis, WMTV and WTLG were independent indicators of PFS, and WMH was an independent risk factor of PFS and OS. However, IMH only showed association with PFS and OS. In addition to metabolic parameters, the International Neuroblastoma Staging System (INSS) was identified as an independent risk factor for PFS, and neuron-specific enolase (NSE) served as an independent predictor of OS. Conclusion WMH was an independent risk factor for PFS and OS, suggesting its potential as a novel prognostic marker for newly diagnosed NB patients.
- Published
- 2024
- Full Text
- View/download PDF
47. Case Report: Application of 18F-FDG PET/CT in identifying plasmacytoma in monoclonal gammopathy associated peripheral neuropathy.
- Author
-
Jiequn Weng, Jie Lin, and Chong Sun
- Subjects
THERAPEUTIC use of antineoplastic agents ,PERIPHERAL neuropathy diagnosis ,MULTIPLE myeloma diagnosis ,TREATMENT of peripheral neuropathy ,PARAPROTEINEMIA ,MULTIPLE myeloma ,PERIPHERAL neuropathy ,INTRAVENOUS immunoglobulins ,NEUROLOGIC examination ,PROTEINS ,HEMATOPOIETIC stem cell transplantation ,VASCULAR endothelial growth factors ,RADIOPHARMACEUTICALS ,DEOXY sugars ,STEROIDAL anti-inflammatory agents ,IMMUNOGLOBULINS ,POSITRON emission tomography computed tomography ,DIAGNOSTIC errors ,PLASMAPHERESIS ,PREDNISONE ,NUMBNESS ,MUSCLE weakness ,INTRAVENOUS therapy ,SERUM ,BORTEZOMIB ,NEEDLE biopsy ,LUMBAR vertebrae ,METHYLPREDNISOLONE ,ELECTROPHORESIS ,STAINS & staining (Microscopy) ,EARLY diagnosis ,PLASMACYTOMA ,NERVE conduction studies ,DEXAMETHASONE ,DISEASE complications - Abstract
Peripheral neuropathy is a prevalent complication in plasma cell disorders, posing significant diagnostic and therapeutic challenges. This study presents three cases initially diagnosed with chronic inflammatory demyelinating polyneuropathy (CIDP). Despite initial symptom regression post-immunomodulatory treatment, the patients exhibited progressive neurological deficits. Advanced laboratory evaluation confirmed monoclonal protein presence, yet traditional diagnostic methods, including bone marrow biopsy and flow cytometry, yielded normal results. Utilizing
18 F-FDG PET/CT, we identified multiple hypermetabolic vertebral lesions, which upon biopsy, confirmed the diagnosis of plasmacytoma. Our findings underscore the utility of PET/CT as a reliable diagnostic tool for monoclonal gammopathy associated neuropathy, advocating for its consideration in cases with equivocal diagnosis. When the diagnosis is in doubt, biopsy of a lesion may facilitate early and accurate diagnosis, potentially influencing treatment strategies and patient outcomes. [ABSTRACT FROM AUTHOR]- Published
- 2024
- Full Text
- View/download PDF
48. Radiomics based on 18F-FDG PET/CT for prediction of pathological complete response to neoadjuvant therapy in non-small cell lung cancer.
- Author
-
Jianjing Liu, Chunxiao Sui, Haiman Bian, Yue Li, Ziyang Wang, Jie Fu, Qi, Lisha, Kun Chen, Wengui Xu, and Xiaofeng Li
- Subjects
MACHINE learning ,NON-small-cell lung carcinoma ,FEATURE extraction ,RADIOMICS ,SUPPORT vector machines - Abstract
Purpose: This study aimed to establish and evaluate the value of integrated models involving
18 F-FDG PET/CT-based radiomics and clinicopathological information in the prediction of pathological complete response (pCR) to neoadjuvant therapy (NAT) for non-small cell lung cancer (NSCLC). Methods: A total of 106 eligible NSCLC patients were included in the study. After volume of interest (VOI) segmentation, 2,016 PET-based and 2,016 CT-based radiomic features were extracted. To select an optimal machine learning model, a total of 25 models were constructed based on five sets of machine learning classifiers combined with five sets of predictive feature resources, including PETbased alone radiomics, CT-based alone radiomics, PET/CT-based radiomics, clinicopathological features, and PET/CT-based radiomics integrated with clinicopathological features. Area under the curves (AUCs) of receiver operator characteristic (ROC) curves were used as the main outcome to assess the model performance. Results: The hybrid PET/CT-derived radiomic model outperformed PET-alone and CT-alone radiomic models in the prediction of pCR to NAT. Moreover, addition of clinicopathological information further enhanced the predictive performance of PET/CT-derived radiomic model. Ultimately, the support vector machine (SVM)-based PET/CT radiomics combined clinicopathological information presented an optimal predictive efficacy with an AUC of 0.925 (95% CI 0.869-0.981) in the training cohort and an AUC of 0.863 (95% CI 0.740-0.985) in the test cohort. The developed nomogram involving radiomics and pathological type was suggested as a convenient tool to enable clinical application. Conclusions: The18 F-FDG PET/CT-based SVM radiomics integrated with clinicopathological information was an optimal model to non-invasively predict pCR to NAC for NSCLC. [ABSTRACT FROM AUTHOR]- Published
- 2024
- Full Text
- View/download PDF
49. The value of gallium-68 prostate-specific membrane antigen PET/CT and 2-[18F]fluoro-2-deoxy-D-glucose PET/CT in the detection of thyroid cancer lesions: a prospective head-to-head comparison.
- Author
-
Shi, Yangrui, Feng, Yuyue, Xu, Lu, Li, Wenbo, Guan, Lili, Zuo, Rui, Liu, Shuang, Pang, Hua, and Wang, Zhengjie
- Subjects
- *
PROSTATE-specific membrane antigen , *RADIONUCLIDE imaging , *PROSTATE cancer patients , *LYMPHATIC metastasis , *THYROID cancer , *POSITRON emission tomography - Abstract
Objective: Thyroid cancer is increasing in incidence. Prostate-specific membrane antigen (PSMA) targeted radionuclide imaging and treatment demonstrated remarkable value in prostate cancer patients. Studies have shown that PSMA is also expressed in thyroid cancer. Our purpose is to evaluate the clinical usefulness of [68Ga]Ga-PSMA-11 PET/CT for the diagnosis of thyroid cancer. Methods: We enrolled 23 DTC and 17 RAIR-DTC patients prospectively. All patients underwent [68Ga]Ga-PSMA-11 PET/CT and 2-[18F]FDG PET/CT. PSMA expression was determined by immunohistochemistry on histological samples of lymphatic metastasis of 12 patients. We compared the detection rates and semi-quantitative parameters between [68Ga]Ga-PSMA-11PET/CT and 2-[18F]FDG PET/CT. Results: A total of 72 lesions were detected. Detection rates of DTC and RAIR-DTC by [68Ga]Ga-PSMA-11 PET/CT were lower than those by 2-[18F]FDG PET/CT (60.00% vs. 90.00%, P = .004; 59.38% vs. 96.88%). Compared with DTC, RAIR-DTC had higher semi-quantitative parameters of 2-[18F]FDG PET/CT. There was no significant difference in semi-quantitative parameters of [68Ga]Ga-PSMA-11 PET/CT between DTC and RAIR-DTC. Immunohistochemistry showed a significantly higher PSMA expression for RAIR-DTC than for DTC. However, there was no significant correlation between PSMA expression and SUVmax on 68Ga-PSMA [68Ga]Ga-PSMA-11 PET/CT. Conclusions: [68Ga]Ga-PSMA-11 PET/CT can detect thyroid cancer metastases but its detection rate was lower than that of 2-[18F]FDG PET/CT. There was a difference in PSMA expression levels between DTC and RAIR-DTC, but the difference was not reflected on [68Ga]Ga-PSMA-11 PET/CT. Advances in knowledge: [68Ga]Ga-PSMA-11 PET/CT has potential value in the diagnosis of thyroid cancer. [68Ga]Ga-PSMA-11 PET/CT could screen out patients who may benefit from PSMA-targeted radionuclide therapy. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
50. Augmenting CT-Guided Bone Biopsies Using 18 F-FDG PET/CT Guidance.
- Author
-
Droste, Max F., van Velden, Floris H. P., van Oosterom, Matthias N., Luijk, Valentijn J., Burgmans, Mark C., Buckle, Tessa, van Leeuwen, Fijs W. B., and Rietbergen, Daphne D. D.
- Subjects
- *
BONE abnormalities , *BIOPSY , *RADIOPHARMACEUTICALS , *DEOXY sugars , *COMPUTED tomography , *BONE diseases , *POSITRON emission tomography computed tomography , *DESCRIPTIVE statistics , *DIAGNOSTIC errors , *QUALITY of life , *TREATMENT delay (Medicine) , *COMPARATIVE studies , *MEDICAL care costs - Abstract
Simple Summary: Computer tomography (CT)-guided percutaneous core biopsies are currently the gold standard in diagnostic procedures for patients with bone lesions of unknown kind. Morphologic targeting can be challenging, especially for small and/or heterogeneous lesions. Hereby, targeting inaccuracies may lead to misdiagnosis or inconclusive histopathology. This increases the need for repeat biopsies, which is associated with an accompanying increase in healthcare costs, delay in diagnosis and treatment, and decrease in quality of life. Interventional molecular image guidance has the potential to refine lesion localization and personalize the biopsy strategy. By using 2-deoxy-2-18F-fluoro-D-glucose-positron emission tomography (18F-FDG-PET)/CT to support the identification of heterogeneous lesions or lesions without radiographic substrate, we show that molecular image guidance helps to increase the procedural success rate by 16%. Computer tomography (CT)-guided percutaneous core biopsies are currently the gold standard in diagnostic procedures for patients with bone lesions of unknown kind. CT-guided biopsies can lead to misdiagnosis or repetition of biopsies in case of small or heterogeneous lesions. We hypothesize that molecular image guidance could be used to optimize the biopsy strategy, by supporting the detection of heterogeneous lesions or lesions without radiographic substrate. To evaluate this hypothesis, we investigated if and how the addition of 2-deoxy-2-18F-fluoro-D-glucose-positron emission tomography (18F-FDG-PET)/CT could augment routine CT-guided bone biopsies. To this end, 106 patients who underwent a CT-guided bone biopsy between April 2019 and April 2020, obtained from either a vertebral or peripheral bone, were included. Patients were divided into 2 groups: 36 patients received an 18F-FDG-PET/CT scan prior to their CT-guided bone biopsy (PET group), while 70 patients only had a morphological CT scan (CT group). Histopathology was used to categorize biopsies into five subgroups (inconclusive, benign, malignant or infectious disease, or normal tissue). In the PET group, the number of conclusive biopsies was significantly higher compared to the CT group (N = 33/36 (92%) versus N = 53/70 (76%); p < 0.05). Furthermore, the number of first-try biopsies was lower in the PET group compared to the CT group (1.9 vs. 2.54, p = 0.051). In conclusion, 18F-FDG-PET/CT imaging significantly increased the success rate of first-try CT-guided bone biopsies by showing less inconclusive biopsies and misdiagnosis. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
Catalog
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.