Early efficacy prediction of nasopharyngeal carcinoma based on 3D-ADC value acquired during radiotherapy: A phase II prospective study.

2021 ◽  
Vol 39 (15_suppl) ◽  
pp. e18018-e18018
Author(s):  
Lu Yan ◽  
He Wang ◽  
Xiaoli Du ◽  
Mei Feng

e18018 Background: Concurrent chemoradiotherapy (CCRT) is the main treatment for locally advanced nasopharyngeal carcinoma (LANPC). The prognosis of the patients with the same stage receiving the same treatment varies greatly. We aimed to investigate the dynamic changes of apparent diffusion coefficient (ADC) map from diffusion weighted MRI (DWI) of primary tumor (PT) and metastatic lymph nodes (LN) for NPC patients during RT process, and analyzed the potential correlations with volume reduction and objective response rate (ORR). Methods: A total of 50 NPC patients treated with CCRT were enrolled in this prospective study. All patients received a planned total dose of 66 to 70Gy in 33 fractions at 5 fractions per week using Image-guided intensity modulated radiotherapy (IGRT). The CCRT protocol was cisplatin (80-100mg/m2) every 3 weeks for 3 cycles. All patients received DWI scan at pre-RT, the 5th and 15th fractions and immediately post-RT on a 3.0T MRI system (b=0, 500, 800s/mm2) system. The ADC values of PT and LN were acquired on ADC map. RECIST1.1criteria was used to evaluate the ORR for both PT and LN. Clinical predictors of complete response (CR) were evaluated using log-rank test. Multivariate analyses were calculated using the logistic regression model. Receiver-operating characteristic (ROC) curve was used to determine the cut-off value of ADC value. P <0.05. Results: After the completion of C CRT, the ORR of the PT was 100% (CR 75%, PR 25%), and that of the LN also reached 100% (CR 52%, PR 48%). Mean ADC increases and volume reductions in PT and LN were observed during RT. In the first stage (from pre-RT to the 5th fraction), the mean ADC increased significantly by 20.78% (PT), 22.96% (LN), while the volumes of PT and LN had minimal changes (PT:18.42cm3vs 16.72cm3, LN: 4.67cm3 vs 4.12cm3). In the second stage (from the 5th fraction to post-RT), the mean ADC increased by 45.58% (PT), 41.2% (LN), the volumes decreased by 86.07% (PT), 61.6% (LN). The increased mean ADC at the first stage had a positive correlation with the volume reduction after RT (r PT=0.32; r LN=0.40). Univariate analysis showed significant differences in the age, the changes of 3D-ADC at the 5th RT and the volume of PT and LN before RT (VPT, VLN) between CR group and PR group(p<0.05), The binary logistic regression analysis demonstrated the ADC changes and the VPT, VLN were predictor of PT and LN efficacy evaluation. ROC analysis suggested the ADC changes had the better performance for PT and LN efficacy evaluation. The cut-off the ADC value changes of PT and LN was 193.52mm2/s (AUC = 0.750, p = 0.008) , 173.80mm2/s (AUC = 0.822, p < 0.001) respectively. Conclusions: 3D-ADC values of PT and LN increased dramatically during RT for NPC patients. The 3D-ADC value of PT and LN was an independent prognostic factor for NPC patients. Early ADC changes at the 5th fraction might be a new and sensitive biomarker to predict the efficacy for NPC patients.

Author(s):  
Rania Sobhy Abou khadrah ◽  
Haytham Haroon Imam

Abstract Background Differentiation between malignant and benign masses is essential for treatment planning and helps in improving the prognosis of malignant tumors; the aim of this work is to determine the role of diffusion-weighted magnetic resonance imaging (DW-MRI) and the apparent diffusion coefficient (ADC) in the differentiation between benign and malignant solid head and neck masses by comparing diagnostic performance of low b values (0.50 and 400 s/mm2) versus high b values (800 and 1000 s/mm2) and comparing the result with histopathological finding. Results The study included 60 patients (34 male and 26 female) with solid head and neck masses > 1 cm who referred to radiodiagnosis department for MRI evaluation. Multiple b values were used 50, 400, 800, and 1000 s/mm2 (at least 2 b values). DWI and ADC value of all 60 patients were acquired. Mean ADC values of both malignant and benign masses were statistically measured and compared, and cut off value was determined. Solid head and neck masses in our study DWI with the use of high b value 800 and 1000 s/mm2 were of higher significance (P value 0.001*). There was a significant difference in the mean ADC value between benign and malignant masses (P < 0.01); solid masses were divided into 2 categories: (a) malignant lesions 46.7% (n = 28) with mean ADC value (0.82 ± 0.19) × 10−3 s/mm2 and (b) benign lesions 53.3% (n = 32) with mean ADC value (2.05 ± 0.46) × 10−3 s/mm2) with ADC cutoff value of 1.0 × 10−3 s/mm2 and 94% sensitivity, 93% specificity, negative predictive value (NPV) = 94%, positive predictive value (PPV) 93%, and an accuracy of 93.5%. Conclusion The DWI with ADC mapping were valuable as non-invasive tools in differentiating between benign and malignant solid head and neck masses. The use of high b value 800 and 1000 s/mm2 was of higher significance (P value 0.001*) in differentiation between benign and malignant lesion than that with low b values 0, 50, and 400 s/mm2 (0.01). The mean ADC values were significantly lower in malignant solid masses. Attention had to be paid to the choice of b values in MRI-DWI in the head and neck region.


Children ◽  
2021 ◽  
Vol 8 (9) ◽  
pp. 800
Author(s):  
Pilar Alfageme-García ◽  
Julián Fernando Calderón-García ◽  
Alfonso Martínez-Nova ◽  
Sonia Hidalgo-Ruiz ◽  
Belinda Basilio-Fernández ◽  
...  

Background: Schoolchildren often spend a lot of time carrying a backpack with school equipment, which can be very heavy. The impact a backpack may have on the pronated feet of schoolchildren is unknown. Aims: The objective of this study was to evaluate the association of the backpack use on static foot posture in schoolchildren with a pronated foot posture over 36 months of follow-up. Methods: This observational longitudinal prospective study was based on a cohort of consecutive healthy schoolchildren with pronated feet from fifteen different schools in Plasencia (Spain). The following parameters were collected and measured in all children included in the study: sex, age, height, weight, body mass index, metatarsal formula, foot shape, type of shoes, and type of schoolbag (non-backpack and backpack). Static foot posture was determined by the mean of the foot posture index (FPI). The FPI was assessed again after 36 months. Results: A total of 112 participants used a backpack when going to school. Over the 36-month follow-up period, 76 schoolchildren who had a static pronated foot posture evolve a neutral foot posture. Univariate analysis showed that the schoolchildren using backpacks were at a greater risk of not developing neutral foot (odds ratio [OR]: 2.09; 95% CI: 1.08–4.09). The multivariate analysis provided similar results, where the schoolchildren using a backpack (adjusted OR [aOR]: 1.94; 95% CI: 1.02–3.82) had a significantly greater risk of not developing a neutral foot posture. Conclusions: A weak relationship was found between backpack use and schoolchildren aged from five to eleven years with static pronated feet not developing a neutral foot posture over a follow-up period of 36 months.


2012 ◽  
Vol 117 (Special_Suppl) ◽  
pp. 63-68 ◽  
Author(s):  
Chun-Chao Chuang ◽  
Cheng-Siu Chang ◽  
Yu-Sheng Tyan ◽  
Keh-Shih Chuang ◽  
Hsien-Tang Tu ◽  
...  

Object Cellular density is a major factor responsible for changes in apparent diffusion coefficients (ADCs). The authors hypothesized that loss of tumor cells after Gamma Knife surgery (GKS) might alter ADC values. Magnetic resonance imaging, including diffusion-weighted (DW) imaging, was performed to detect cellular changes in brain tumors so that the authors could evaluate the tumor response to GKS as well as the efficacy of the procedure. Methods The authors conducted a prospective trial involving 31 patients harboring solid or cystic vestibular schwannomas (VSs) that were treated with GKS. The patients underwent serial MR imaging, including DW imaging, before GKS and at multiple intervals following the procedure. The authors observed the patients over time, evaluating MR imaging findings and clinical outcomes at 6-month intervals. The ADCs were calculated from echo-planar DW images, and mean ADC values were compared at each follow-up. Results The mean follow-up period was 36.5 months (range 18–60 months). Imaging studies showed a reduction in tumor volume in 19 patients (61.3%) and tumor growth arrest in 9 patients (29%). In the remaining 3 patients (9.7%), tumor enlargement was documented at 18, 36, and 42 months. The mean ADC value before GKS for all solid VSs was 1.06 ± 0.17 × 10−3 mm2/second, which significantly increased 6 months after GKS and continued to increase with time (p = 0.0086). The mean ADC value for treated solid tumors as of the last mean follow-up of 36 months (range 18–60 months) was 1.72 ± 0.26 × 10−3 mm2/second (range 1.50–2.09 × 10−3 mm2/second), which was significantly higher than that before GKS (p = 0.0001). Tumor volumes were positively related to ADC values (p = 0.03). The mean ADC value before GKS for all cystic VSs was 2.09 ± 0.24 × 10−3 mm2/second (range 1.80–2.58 × 10−3 mm2/second). The mean ADC value for treated cystic tumors as of the last mean follow-up of 38 months (range 18–48 months) was 1.89 ± 0.22 × 10−3 mm2/second. In 3 patients harboring solid VSs, the tumor enlarged after GKS but the ADC values were higher than those before GKS. The authors considered these tumors to be controlled and continued follow-up in the patients. Conclusions Apparent diffusion coefficient values may be useful for evaluating treatment results before any definite volume change is detected on imaging studies and for distinguishing radiation-induced necrosis from tumor recurrence in cases in which other imaging results are not definitive, as in cases of increased tumor volume or no volume change. The authors suggest that ADC measurements be included during routine MR imaging examinations for the evaluation of GKS results.


2008 ◽  
Vol 49 (9) ◽  
pp. 1079-1084 ◽  
Author(s):  
A. Srinivasan ◽  
R. Dvorak ◽  
S. Rohrer ◽  
S.K. Mukherji

Background: With the increased clinical use of 3-Tesla (3T) magnets, it becomes important to identify the potential applications of advanced magnetic resonance (MR) imaging techniques such as diffusion-weighted imaging in head and neck pathologies. Purpose: To establish the 3T apparent diffusion coefficient (ADC) values for normal neck structures, and to examine the utility of ADC values in distinguishing head and neck squamous cell carcinomas (HNSCC) from normal neck anatomy. Material and Methods: 3T diffusion-weighted imaging was performed on 10 normal volunteers and 10 patients with known HNSCC. In the volunteers, mean ADC was calculated in the parotid gland, submandibular gland, base of the tongue, pterygoid muscle, masseter muscle, paraspinal muscles, true vocal cord, thyroid gland, thyroid cartilage, cricoid cartilage, and lymph nodes. The mean tumor ADC value was calculated from the 10 patients with HNSCC and compared with the normal ADC values from various neck structures. Results: The mean ADC value measured in the HNSCC was 1.101 (±0.214)×10−3mm2/s. This was significantly lower than ADC values of paraspinal muscles, pterygoid muscle, masseter muscle, thyroid gland, and base of the tongue ( P=0.0006, 0.0002, 0.0001, 0.001, and 0.002, respectively). The tumor ADC values were not significantly different from ADC values of parotid and submandibular glands ( P=0.057 and 0.14, respectively). Conclusion: 3T ADC values show potential for distinguishing HNSCC from normal extracranial head and neck structures.


2018 ◽  
Vol 5 (6) ◽  
pp. 1485
Author(s):  
Pankaj Kumar ◽  
Yashpaul . ◽  
P. K. Soni ◽  
Dhiraj Kapoor ◽  
Rajesh Kumar ◽  
...  

Background: MRI has the unique ability to show both structure and function objectively without any radiation exposure to the patient. Apparent diffusion coefficient (ADC) is a quantitative parameter that combines the effects of capillary perfusion and water diffusion. Renal parameters have shown inverse relationship with the ADC values in these studies. So, ADC values have a potential to serve as a marker of renal function. The aim of the present endeavor was to study the role of DW MRI in characterization of renal function and to find out the clinical use of DW MRI in renal diseases; and establish the relationship between renal function assessed by eGFR and that by DW MRI calculated in terms of ADC values in various renal diseasesMethods: Total 30 patients were included in the study. The study was carried out in department of radiodiagnosis at Dr. RPMGC Kangra. 1.5 Tesla MRI machine was used. The ADC value was calculated at upper, mid and lower pole of each kidney and the mean was taken. Then the mean of right and left kidneys was taken to calculate the mean ADC of the patient.Results: Serum creatinine in present study ranged from 0.67 to 13.9mg/dl, with mean value of 7.28mg/d. Serum urea ranged from 22 to 293mg/dl with the mean of 119.6mg/dl. There was significant inverse correlation occurred between ADC values and serum urea (r=-0.43, p=0.02). There was significant inverse correlation between ADC values and serum creatinine (p=0.01) and a positive correlation between eGFR and ADC values (r=0.14, p=0.47).Conclusions: ADC values consistently decreased with increasing stage of renal failure, so these can be used as an indirect maker of renal function. Authors conclude that lower would be the ADC value more advanced would be the stage of renal failure. DW MRI can also be detect early stages of renal failure even when the serum maker are within normal range.


2014 ◽  
Author(s):  
Ahmed Waqas ◽  
Spogmai Khan ◽  
Waqar muhammad Sharif ◽  
Uzma khalid ◽  
Asad Ali

Introduction: Medicine is one of the most stressful fields of education because of its highly demanding professional and academic requirements. Psychological stress, anxiety, depression and sleep disturbances are highly prevalent in medical students. Methods: This cross-sectional study was undertaken at CMH Lahore Medical College and Institute of Dentistry in Lahore, Pakistan, and was approved by the CMH LMC Research Ethics Committee. Students enrolled in all yearly courses for the MBBS degree were included. The questionnaire consisted of four sections: 1) demographics 2) a table listing 34 potential stressors, 3) the 14-item Perceived Stress Scale (PSS-14), and 4) the Pittsburgh Quality of Sleep Index (PSQI). Data were analyzed in SPSS v. 20. Logistic regression was run to identify associations between group of stressors, gender, year of study, student’s background, stress and quality of sleep. Results: Total response rate was 93.9% (263/280 respondents returned the questionnaire). The mean PSS-14 score was 30.04 (6.97). Logistic regression analysis showed that cases of high-level stress were associated with year of study and academic-related stressors only. Univariate analysis identified 157 cases with high stress levels (59.7%). The mean PSQI score was 8.09 (3.12). According to PSQI score, 203/263 respondents (77.02%) were poor sleepers. Logistic regression showed that mean PSS-14 score was a significant predictor of PSQI score (OR 1.99, P<0.05). Conclusion: We found a very high prevalence of academic stress and poor sleep quality among medical students. Many medical students reported using sedatives more than once a week. Academic stressors contributed significantly to stress and sleep disorders in medical students.


Author(s):  
H Taheri ◽  
M B Tavakoli

Background: aimed to compare the apparent diffusion coefficient (ADC) of two different cerebellar pediatric tumors, including ependymoma and medulloblastoma which have shown similar clinical images in conventional magnetic resonance imaging (MRI) methods.Material and Methods: Thirty six pediatric patients who were suspected to have the mentioned tumors according to their CT image findings were included in this study. The patients were subjected to conventional MRI protocols followed by diffusion weighted imaging (DWI) and ADC values of the tumors were calculated automatically using MRI scanner software.Results: The mean (± SD) ADC value for ependymoma (1.2± 0.06 ×10-3 mm2/s) was significantly higher than medulloblastoma (0.87 ± 0.02 ×10-3 mm2/s) (p = 0.041). Moreover, the maximum ADC value of ependymoma was considerably different in comparison with medulloblastoma (1.4 ×10-3 mm2/s and 0.96×10-3 mm2/s, respectively; p = 0.035) Furthermore, the minimum ADC value of ependymoma was higher compared to medulloblastoma (1.0 ×10-3 mm2/s and 0.61×10-3 mm2/s, respectively), but it was not significant (p = 0.067).Conclusion: Evaluation of ADC values for ependymoma and medulloblastoma is a reliable method to differentiate these two malignancies. This is due to different ADC values reflected during the evaluation.


2010 ◽  
Vol 113 (Special_Supplement) ◽  
pp. 97-104 ◽  
Author(s):  
Chuan-Fu Huang ◽  
Shyh-Ying Chiou ◽  
Ming-Fang Wu ◽  
Hsien-Tang Tu ◽  
Wen-Shan Liu ◽  
...  

Object Cellular density is a major factor for change in the apparent diffusion coefficient (ADC). The authors hypothesized that loss of tumor cells after Gamma Knife surgery (GKS) may alter the ADC value and used diffusion weighted MR imaging (DW imaging) to evaluate cellular changes in brain tumors to detect their treatment response and the efficacy of GKS. Methods In this paper the authors describe a prospective trial involving 86 patients harboring 38 solid or predominantly solid brain metastases, 30 meningiomas, and 24 acoustic neuromas that were treated by GKS. The patients underwent serial MR imaging examinations, including DW imaging, before treatment and at multiple intervals following GKS. Follow-up MR images and clinical outcomes were reviewed at 3-month intervals for metastatic lesions and at 6-month intervals for benign tumors. Apparent diffusion coefficients were calculated from echoplanar DW images, and mean ADC values were compared at each follow-up. Results The mean ADC value for all meningiomas was 0.82 ± 0.15 × 10−3 mm2/sec before GKS. The mean ADC value as of the last mean follow-up of 42 months was 1.36 ± 0.19 × 10−3 mm2/sec, a significant increase compared to that before treatment (p < 0.0001). Calcification (p = 0.006) and tumor recurrence (p = 0.025) significantly prevented a rise in the ADC level. The mean ADC value for all solid acoustic neuromas was 1.06 ± 0.17 × 10−3 mm2/sec before GKS. The mean ADC value as of the last mean follow-up of 36 months was 1.72 ± 0.26 × 10−3 mm2/sec, a significant increase (p = 0.0002) compared with values before GKS. At the last mean MR imaging follow-up there appeared to be tumor enlargement in 3 patients (12.5%); however, since the ADC values in these patients were significantly higher than the preradiosurgery values, the finding was considered to be a sign of radiation necrosis rather than tumor recurrence. The mean ADC value of metastatic tumors was 1.05 ± 0.12 × 10−3 mm2/sec before GKS. This value rose significantly (p < 0.0001) to 1.64 ± 0.18 × 10−3 mm2/sec after GKS at a mean follow-up of 9.4 months. Magnetic resonance imaging showed that 89% of these tumors had been controlled by GKS. In 2 patients there were enlarged lesions, but the ADC values were the same as pre-GKS levels, and therefore, the lesions were deemed recurrent. Conclusions Apparent diffusion coefficient values may be useful in evaluating treatment results before a definitive change in volume is evident on imaging studies. In some patients in whom imaging findings are equivocal, ADC values may also be used to distinguish radiation-induced necrosis from tumor recurrence.


2006 ◽  
Vol 104 (5) ◽  
pp. 720-730 ◽  
Author(s):  
Anthony Marmarou ◽  
Stefano Signoretti ◽  
Panos P. Fatouros ◽  
Gina Portella ◽  
Gunes A. Aygok ◽  
...  

Object The edema associated with brain swelling after traumatic brain injury (TBI) has been thought to be vasogenic in origin, but the results of previous laboratory studies by the authors have shown that a cellular form of edema is mainly responsible for brain swelling after TBI. In this study the authors used magnetic resonance (MR) imaging techniques to identify the type of edema that occurs in patients with TBI. Methods Diffusion-weighted MR imaging was used to evaluate the apparent diffusion coefficient (ADC) in 44 patients with TBI (Glasgow Coma Scale Score < 8) and in eight healthy volunteers. Higher ADC values have been associated with vasogenic edema, and lower ADC values with a predominantly cellular form of edema. Regional measurements of ADC in patients with focal and diffuse injury were computed. The water content of brain tissue was also assessed in absolute terms by using MR imaging to measure the percentage of water per gram of tissue. Cerebral blood flow (CBF) was measured using stable Xe–computerized tomography (CT) studies to rule out ischemia as a cause of cellular edema. The mean ADC value in the healthy volunteers was 0.82 ± 0.05 × 10−3 mm2/second. The ADC values in the patients with diffuse brain injury without swelling were close to the mean for the healthy volunteers. In contrast, the patients with brain swelling had increased brain water content and low ADC values (mean 0.74 ± 0.05 × 10−3 mm2/second). The ADC values correlated with CT classifications. In all patients with low ADC values, the CBF values were outside the range for ischemia. Conclusions The brain swelling observed in patients with TBI appears to be predominantly cellular, as signaled by low ADC values in brain tissue with high levels of water content.


2020 ◽  
Vol 2020 ◽  
pp. 1-6
Author(s):  
Hiroki Matsutani ◽  
Go Nakai ◽  
Takashi Yamada ◽  
Kazuhiro Yamamoto ◽  
Masahide Ohmichi ◽  
...  

The imaging features of borderline Brenner tumor (BT) of the ovary are very limited, especially regarding apparent diffusion coefficient (ADC) value and 18F-fluorodeoxyglucose positron emission tomography (FDG-PET)/CT. We report a case of borderline BT in a 54-year-old woman with diffusion-weighted imaging (DWI) and FDG-PET/CT findings. Furthermore, ADC values and maximum standardized uptake value (SUV max) in the present case were compared with those of an additional 7 cases of benign BT in this institution in addition to literature reviews. Magnetic resonance imaging (MRI) revealed a pelvic unilocular cystic tumor with two solid components. The solid mass showing a low signal intensity (SI) in T2-weighted images (T2WI) and DWI was diagnosed as a benign BT histologically. The papillary tumor adjacent to the solid mass showing intermediate SI in T2WIs and high SI on DWI was a borderline BT. The mean ADC value (×10-3 mm2/s) of benign BTs (n=7) and benign component in this case (n=1) was 1.13, and the range of ADC values was broad (0.51–1.8). While, the ADC value of borderline Brenner component in this case was 1.10. The mean SUVmax of the benign BTs (n=4) demonstrated mild FDG uptakes (2.3, range 1.9–2.6) in contrast with moderate FDG uptake (SUVmax: 5.8) of borderline Brenner component in this case and high FDG uptake (SUVmax: 9.6) of a malignant BT in a previous report. ADC values for the solid component of BTs are not useful for differentiating benign from malignant or borderline components, whereas PET/CT could be useful.


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