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OBJECTIVE: This study compared outcomes in patients with solid tumor treated for pericardial effusion with surgical drainage versus interventional radiology (IR) percutaneous drainage and compared incidence of paradoxical hemodynamic instability (PHI) between cohorts. BACKGROUND: Patients with advanced-stage solid malignancies may develop large pericardial effusions requiring intervention. PHI is a fatal and underreported complication that occurs following pericardial effusion drainage. METHODS: Clinical characteristics and outcomes were compared between patients with solid tumors who underwent s urgical drainage or IR percutaneous drainage for pericardial effusion from 2010 to 2020. RESULTS: Among 447 patients, 243 were treated with surgical drainage, of which 27 (11%) developed PHI, compared with 7 of 204 patients (3%) who were treated with IR percutaneous drainage ( P =0.002); overall incidence of PHI decreased during the study period. Rates of reintervention (30-day: 1% vs 4%; 90-day: 4% vs 6%, P =0.7) and mortality (30-day: 21% vs 17%, P =0.3; 90-day: 39% vs 37%, P =0.7) were not different between patients treated with surgical drainage and IR percutaneous drainage. For both interventions, OS was shorter among patients with PHI than among patients without PHI (surgical drainage, median [95% confidence interval] OS, 0.89 mo [0.33-2.1] vs 6.5 mo [5.0-8.9], P <0.001; IR percutaneous drainage, 3.7 mo [0.23-6.8] vs 5.0 mo [4.0-8.1], P =0.044). CONCLUSIONS: With a coordinated multidisciplinary approach focusing on prompt clinical and echocardiographic evaluation, triage with bias toward IR percutaneous drainage than surgical drainage and postintervention intensive care resulted in lower incidence of PHI and improved outcomes.
Subject(s)
Neoplasms , Pericardial Effusion , Thoracic Surgical Procedures , Vascular Diseases , Humans , Pericardial Effusion/etiology , Pericardial Effusion/surgery , Neoplasms/complications , Vascular Diseases/etiology , Drainage/methods , Retrospective Studies , HemodynamicsABSTRACT
OBJECTIVE: Microwave lung ablation (MWA) is a minimally invasive and inexpensive alternative cancer treatment for patients who are not candidates for surgery/radiotherapy. However, a major challenge for MWA is its relatively high tumor recurrence rates, due to incomplete treatment as a result of inaccurate planning. We introduce a patient-specific, deep-learning model to accurately predict post-treatment ablation zones to aid planning and enable effective treatments. MATERIALS AND METHODS: Our IRB-approved retrospective study consisted of ablations with a single applicator/burn/vendor between 01/2015 and 01/2019. The input data included pre-procedure computerized tomography (CT), ablation power/time, and applicator position. The ground truth ablation zone was segmented from follow-up CT post-treatment. Novel deformable image registration optimized for ablation scans and an applicator-centric co-ordinate system for data analysis were applied. Our prediction model was based on the U-net architecture. The registrations were evaluated using target registration error (TRE) and predictions using Bland-Altman plots, Dice co-efficient, precision, and recall, compared against the applicator vendor's estimates. RESULTS: The data included 113 unique ablations from 72 patients (median age 57, interquartile range (IQR) (49-67); 41 women). We obtained a TRE ≤ 2 mm on 52 ablations. Our prediction had no bias from ground truth ablation volumes (p = 0.169) unlike the vendor's estimate (p < 0.001) and had smaller limits of agreement (p < 0.001). An 11% improvement was achieved in the Dice score. The ability to account for patient-specific in-vivo anatomical effects due to vessels, chest wall, heart, lung boundaries, and fissures was shown. CONCLUSIONS: We demonstrated a patient-specific deep-learning model to predict the ablation treatment effect prior to the procedure, with the potential for improved planning, achieving complete treatments, and reduce tumor recurrence. CLINICAL RELEVANCE STATEMENT: Our method addresses the current lack of reliable tools to estimate ablation extents, required for ensuring successful ablation treatments. The potential clinical implications include improved treatment planning, ensuring complete treatments, and reducing tumor recurrence.
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PURPOSE: To assess whether yttrium-90 transarterial radioembolization (TARE) is safe and effective in the treatment of primary lung cancer metastases to the liver (LCML). METHODS AND METHODS: This retrospective study included 57 patients with LCML who were treated with 79 TARE treatments. Histology included non-small cell lung cancer (NSCLC) (n = 27), small cell lung cancer (SCLC) (n = 17), and lung carcinoid (LC) (n = 13). Survival was calculated using Kaplan-Meier method; differences between groups were estimated using log rank test. Cox proportional hazards model was used to determine factors influencing survival. Adverse events were graded using the Society of Interventional Radiology Adverse Events Classification. RESULTS: Median overall survival (OS) was as follows: NSCLC, 8.3 months (95% confidence interval [CI], 6.3-16.4 months); SCLC, 4.1 months (95% CI, 1.9-6.6 months); and LC, 43.5 months (95% CI, 7.8-61.4 months). For NSCLC, presence of bilobar vs unilobar disease (hazard ratio [HR], 5.24; 95% CI, 1.64-16.79; P = .002); more tumors, 2-5 vs 1 (HR, 4.88; 95% CI, 1.17-20.37; P = .003) and >5 vs 1 (HR, 3.75; 95% CI, 0.95-6.92; P = .05); and lobar vs segmental treatment (HR, 2.56; 95% CI, 0-NA; P = .002) were negative predictors of OS. For SCLC, receipt of >2 lines of chemotherapy vs ≤2 lines (HR, 3.16; 95% CI, 0.95-10.47; P = .05) was a negative predictor of OS. For LC, tumor involvement of >50% was a negative predictor of OS (HR, 3.77 × 1015; 95% CI, 0-NA; P = .002). There were 11 of 79 severe or life-threatening adverse events within 30 days (abdominal pain, altered mental status, nausea/vomiting, acalculous/aseptic cholecystitis, hyponatremia, pancreatitis, renal failure, and death from pneumonia). CONCLUSIONS: TARE has an acceptable safety profile for the treatment of LCML, with survival benefits best seen in LC tumors.
Subject(s)
Carcinoma, Non-Small-Cell Lung , Liver Neoplasms , Lung Neoplasms , Humans , Liver Neoplasms/diagnostic imaging , Liver Neoplasms/radiotherapy , Treatment Outcome , Lung Neoplasms/diagnostic imaging , Lung Neoplasms/radiotherapy , Carcinoma, Non-Small-Cell Lung/diagnostic imaging , Carcinoma, Non-Small-Cell Lung/radiotherapy , Retrospective Studies , Yttrium Radioisotopes/adverse effectsABSTRACT
Reducing patient wait times is a key operational goal and impacts patient outcomes. The purpose of this study is to explore the effects of different radiology scheduling strategies on exam wait times before and after holiday periods at an outpatient imaging facility using computer simulation. An idealized Monte Carlo simulation of exam scheduling at an outpatient imaging facility was developed based on the actual distribution of scheduled exams at outpatient radiology sites at a tertiary care medical center. Using this simulation, we examined three scheduling strategies: (1) no scheduling modifications, (2) increase imaging capacity before or after the holiday (i.e. increase facility hours), and (3) use a novel rolling release scheduling paradigm. In the third scenario, a fraction of exam slots are blocked to long-term follow-up exams and made available only closer to the exam date, thereby preventing long-term follow-up exams from filling the schedule and ensuring slots are available for non-follow-up exams. We examined the effect of these three scenarios on utilization and wait times, which we defined as the time from order placement to exam completion, during and after the holiday period. The baseline mean wait time for non-follow-up exams was 5.4 days in our simulation. When no scheduling modifications were made, there was a significant increase in wait times in the week preceding the holiday when compared to baseline (10.0 days vs 5.4 days, p < 0.01). Wait times remained elevated for 4 weeks following the holiday. Increasing imaging capacity during the holiday and post-holiday period by 20% reduced wait times by only 6.2% (9.38 days vs 10.0 days, p < 0.01). Increasing capacity by 50% resulted in a 7.1% reduction in wait times (9.28 days, p < 0.01), and increasing capacity by 100% resulted in a 13% reduction in wait times (8.75 days, p < 0.01). In comparison, using a rolling release model produced a reduction in peak wait times equivalent to doubling capacity (8.76 days, p < 0.01) when 45% of slots were reserved. Improvements in wait times persisted even when rolling release was limited to the 3 weeks preceding or 1 week following the holiday period. Releasing slots on a rolling basis did not significantly decrease utilization or increase wait times for long-term follow-up exams except in extreme scenarios where 80% or more of slots were reserved for non-follow-up exams. A rolling release scheduling paradigm can significantly reduce wait time fluctuations around holiday periods without requiring additional capacity or impacting utilization.
Subject(s)
Radiology , Waiting Lists , Humans , Computer Simulation , Appointments and Schedules , Monte Carlo Method , HolidaysABSTRACT
PURPOSE: The aim of this study was to determine outcomes and prognostic factors for patients with primary and locally recurrent extra-abdominal desmoid tumors who underwent percutaneous cryoablation, and to compare with patients treated with surgery. METHODS: Group characteristics were compared using Fisher's exact test, and propensity score matching was performed using the nearest-neighbor approach. Kaplan-Meier and log-rank analyses were used to evaluate the variation in first local recurrence and disease control, while multivariate Cox regression was used to identify factors associated with first local recurrence. All statistical tests were two-sided and a p-value of 0.05 was considered statistically significant. RESULTS: Twenty-two cryoablation patients were matched with 33 surgical patients (n = 55). Median follow-up after cryoablation was 16.3 months versus 14.9 months after surgery. Two-year local recurrence-free survival (LRFS) was 59% after cryoablation and 71% after surgery, and median LRFS was 26.6 months after cryoablation but was not reached after surgery. Two-year disease control for all patients was 85%, however median disease control was not reached in either the cryoablation or surgery groups. There was no significant difference in LRFS or disease control between matched cryoablation and surgical patients. No local recurrences occurred after the first cryoablation in patients with zero or one of the following risk factors: tumor size > 5 cm, age ≤ 25 years, or locally recurrent disease. All patients with two or more of these risk factors recurred locally after the first cryoablation. CONCLUSION: Percutaneous cryoablation of primary and locally recurrent extra-abdominal desmoid tumors provides freedom from first local recurrence and long-term disease control comparable with surgery.
Subject(s)
Catheter Ablation , Cryosurgery , Fibroma , Fibromatosis, Aggressive , Adult , Fibromatosis, Aggressive/surgery , Humans , Risk FactorsABSTRACT
PURPOSE: To validate an immunofluorescence assay (IFA) detecting residual viable tumor (VT) as intraprocedural thermal ablation (TA) zone assessment and demonstrate its prognostic value for local tumor progression (LTP) after colorectal liver metastasis (CLM) TA. MATERIALS AND METHODS: This prospective study, approved by the institutional review board, included 99 patients with 155 CLMs ablated between November 2009 and January 2019. Tissue samples from the ablation zone (AZ) center and minimal margin underwent immunofluorescent microscopic examination interrogating cellular morphology and mitochondrial viability (IFA) within 30 minutes after ablation. The same tissue samples were subsequently evaluated with standard morphologic and immunohistochemical methods. The sensitivity, specificity, and overall accuracy of IFA versus standard morphologic and immunohistochemical examination were calculated. The LTP-free survival rates were evaluated for the 12-month follow-up period. RESULTS: Of the 311 tissue samples stained, 304 (98%) were deemed evaluable. Of these specimens, 27% (81/304) were considered positive for the presence of VT. The accuracy of IFA was 94% (286/304). The sensitivity and specificity were 100% (63/63) and 93% (223/241), respectively. The 18 false-positive IFA assessments corresponded to samples that included viable cholangiocytes. The 12-month LTP-free survival was 59% versus 78% for IFA positive versus negative for VT AZs, respectively (P < .001). There was no difference in LTP between margin positive only and central AZ-positive tumors (25% vs 31%, P = 1). CONCLUSIONS: The IFA assessment of the AZ can be completed intraprocedurally and serve as a valid real-time biomarker of complete tumor eradication or detect residual VT after TA. This method could improve tumor control by TA.
Subject(s)
Catheter Ablation , Colorectal Neoplasms , Liver Neoplasms , Catheter Ablation/adverse effects , Catheter Ablation/methods , Colorectal Neoplasms/pathology , Disease Progression , Fluorescent Antibody Technique , Frozen Sections , Humans , Liver Neoplasms/diagnostic imaging , Liver Neoplasms/surgery , Prospective Studies , Retrospective Studies , Treatment OutcomeABSTRACT
Image-guided percutaneous ablation is an accepted treatment modality for common adult cancers. Unfortunately, its use in patients younger than 18 years is rare. This retrospective review presents our series of pediatric patients treated with ablation at our institution. From January 2002 to December 2021, a total of 14 patients (17 lesions) younger than 18 years were treated with percutaneous image-guided ablation. Estimated overall survival at 5 years was 58%; median survival of this group was not reached. Estimated local tumor progression-free survival at 5 years was 62%. One major complication was recorded.
Subject(s)
Carcinoma, Hepatocellular , Catheter Ablation , Liver Neoplasms , Adult , Humans , Child , Carcinoma, Hepatocellular/therapy , Liver Neoplasms/pathology , Neoplasm Recurrence, Local/etiology , Retrospective Studies , Treatment OutcomeABSTRACT
OBJECTIVE: To determine the feasibility and prognostic value of 3D measuring of the ablation margins using a dedicated image registration software. METHODS: This retrospective study included 104 colorectal liver metastases in 68 consecutive patients that underwent microwave ablation between 08/2012 and 08/2019. The minimal ablation margin (MM) was measured in 2D using anatomic landmarks on contrast enhanced CT(CECT) 4-8 weeks post-ablation, and in 3D using an image registration software and immediate post-ablation CECT. Local tumor progression (LTP) was assessed by imaging up to 24 months after ablation. A blinded interventional radiologist provided feedback on the possibility of additional ablation after examining the 3D-margin measurements. RESULTS: The 3D-margin assessment was completed in 79/104 (76%) tumors without the need for target manipulation. In 25/104 (24%) tumors, manipulation was required due to image misregistration. LTP was observed in 40/104 (38.5%) tumors: 92.5% vs 7.5% for those with margin <5mm vs ≥5mm, respectively (p = 0.0001). The 2D and 3D-assessments identified margin <5mm in 17/104 (16%), and in 74/104 (71%) ablated tumors, respectively (p < 0.01). The sensitivity and specificity of the 3D software for predicting LTP was 93% (37/40) and 42% (27/64), respectively. Additional ablation to achieve a MM of 5 mm would have been offered in 26/37 cases if the 3D-margin assessment was available intraoperatively. CONCLUSION: Image registration software can measure ablation margins and detect MM under 5 mm intraoperatively, with significantly higher sensitivity than the 2D technique using landmarks on the post-ablation CECT. The identification of a margin under 5 mm is strongly associated with LTP.
Subject(s)
Catheter Ablation , Colorectal Neoplasms , Liver Neoplasms , Catheter Ablation/methods , Colorectal Neoplasms/pathology , Humans , Liver Neoplasms/diagnostic imaging , Liver Neoplasms/pathology , Liver Neoplasms/surgery , Margins of Excision , Retrospective Studies , Tomography, X-Ray Computed/methods , Treatment OutcomeABSTRACT
Background: Chemotherapy-induced peripheral neuropathy (CIPN) is a dose-dependent adverse event of many chemotherapy agents that affects autonomic, motor, and sensory nerve fibers. The purpose of this study is to describe abnormal photoplethysmography waveforms (PPGs) in the setting of CIPN in cancer patients screened for peripheral arterial disease (PAD), which to our knowledge has not been previously described. Patients and methods: 147 patients who underwent vascular physiologic testing in evaluation for PAD with an ankle brachial index (ABI) or toe brachial index (TBI), segmental pressures, pulse volume recordings, and toe PPGs, in a tertiary cancer center's vascular lab between January 1, 2019 and January 31, 2021 were included in the study. Results: Odds ratio analysis demonstrates 3 times increased odds of abnormal PPGs in patients with PAD (OR 3.2256 95% CI 1.523-6.832, p=0.002), 7 times increased odds of abnormal PPGs in patients with CIPN (OR 7.802 95% CI 3.606-16.880, p<0.001), 9 times increased odds of abnormal PPGs in patients with both CIPN and PAD (9.895 95% CI 2.643-37.043, p=0.001), and 7 times increased odds of abnormal PPGs in patients with chemotherapy agent known to cause CIPN (7.821 95% CI 3.619-16.902, p<0.001). Logistic regression demonstrated that PAD (coefficient 1.171 std. error 0.383 wald 9.354 p=0.002), CIPN (coefficient 2.054 std. error 0.394 wald 27.227 p<0.001), and chemo agent known to cause CIPN (coefficient 2.057 std. error 0.393 wald 27.370 p<0.001) were all predictors of abnormal PPGs. Conclusions: CIPN had greater odds for abnormal PPGs than PAD. Additional larger studies are needed to assess if PPG analysis could be utilized to assess for early diagnosis of CIPN.
Subject(s)
Antineoplastic Agents , Peripheral Arterial Disease , Peripheral Nervous System Diseases , Ankle Brachial Index , Antineoplastic Agents/adverse effects , Humans , Peripheral Arterial Disease/chemically induced , Peripheral Arterial Disease/diagnosis , Peripheral Nervous System Diseases/chemically induced , Peripheral Nervous System Diseases/diagnosis , PhotoplethysmographyABSTRACT
Background Lung chemoembolization is an emerging treatment option for lung tumors, but the optimal embolic, drug, and technique are unknown. Purpose To determine the technical success rate and safety of bronchial or pulmonary artery chemoembolization of lung metastases using ethiodized oil, mitomycin, and microspheres. Materials and Methods Patients with unresectable and unablatable lung, endobronchial, or mediastinal metastases, who failed systemic chemotherapy, were enrolled in this prospective, single-center, single-arm, phase I clinical trial (December 2019-September 2020). Pulmonary and bronchial angiography was performed to determine the blood supply to the lung metastases. Based on the angiographic findings, bronchial or pulmonary artery chemoembolization was performed using an ethiodized oil and mitomycin emulsion, followed by microspheres. The primary objectives were technical success rate and safety, according to the National Cancer Institute Common Terminology Criteria for Adverse Events. CIs of proportions were estimated with the equal-tailed Jeffreys prior interval, and correlations were evaluated with the Spearman test. Results Ten participants (median age, 60 years; interquartile range, 52-70 years; six women) were evaluated. Nine of the 10 participants (90%) had lung metastases supplied by the bronchial artery, and one of the 10 participants (10%) had lung metastases supplied by the pulmonary artery. The technical success rate of intratumoral drug delivery was 10 of 10 (100%) (95% CI: 78, 100). There were no severe adverse events (95% CI: 0, 22). The response rate of treated tumors was one of 10 (10%) according to the Response Evaluation Criteria in Solid Tumors and four of 10 (40%) according to the PET Response Criteria in Solid Tumors. Ethiodized oil retention at 4-6 weeks was correlated with reduced tumor size (ρ = -0.83, P = .003) and metabolic activity (ρ = -0.71, P = .03). Pharmacokinetics showed that 45% of the mitomycin dose underwent burst release in 2 minutes, and 55% of the dose was retained intratumorally with a half-life of more than 5 hours. The initial tumor-to-plasma ratio of mitomycin concentration was 380. Conclusion Lung chemoembolization was technically successful for the treatment of lung, mediastinal, and endobronchial metastases, with no severe adverse events. Clinical trial registration no. NCT04200417 © RSNA, 2021 Online supplemental material is available for this article. See also the editorial by Georgiades et al in this issue.
Subject(s)
Bronchial Arteries , Chemoembolization, Therapeutic/methods , Lung Neoplasms/therapy , Pulmonary Artery , Aged , Antibiotics, Antineoplastic/therapeutic use , Ethiodized Oil/therapeutic use , Female , Humans , Lung Neoplasms/pathology , Male , Microspheres , Middle Aged , Mitomycin/therapeutic use , Prospective Studies , Treatment OutcomeABSTRACT
BACKGROUND: Acute Limb Ischemia (ALI) carries a high morbidity and mortality rate that is compounded in the cancer patient. Though it is a relatively uncommon event, it is of extremely high adverse impact and carries poor awareness among clinicians. METHODS: Retrospective review of electronic medical records was performed of cancer patients presenting with acute limb ischemia (ALI) to the tertiary cancer center's urgent care center or as inpatient between January 1, 2014 and January 1, 2020. RESULTS: Out of the 29 cancer patients with ALI, 12 (41%) died within 3 month and 9 (31%) patients died within 1 months of ALI diagnosis. 65% had long term adverse outcome after ALI - 31% with death in 1 month, 2 (7%) with an amputation, 5 (17%) with lifestyle-limiting claudication, and 3 (10%) with subsequent wound ulceration or gangrene. Patients not eligible for standard of care (12 patients, 41%) (RR 2.33 95% CI [1.27-4.27], p < 0.01) and heparin administration ≥6 h from presentation (19 patients, 65%) (RR 2.81 [1.07-7.38], p = 0.04) were at increased risk of adverse outcome. Atypical/confounded presentation of ALI (13 patients, 45%) (RR 1.84 95% CI [1.03-3.29], p = 0.04), pulse exam not documented (12 patients, 41.4%) (RR 1.95 [95% CI [1.14-3.32], p = 0.01), and patients with services other than a vascular specialist initially consulted (8 patients, 27.6%) (RR 1.91 95% CI [1.27-2.87], p < 0.01) were significant risk factors for heparin administered ≥6 h from presentation. CONCLUSIONS: ALI is devastating in cancer patients, with a high number presenting with atypical/confounded signs and symptoms which delays treatment. Heparin administered ≥6 h from presentation is associated with adverse outcome.
Subject(s)
Extremities/blood supply , Extremities/pathology , Ischemia/epidemiology , Neoplasms/epidemiology , Acute Disease , Aged , Female , Humans , Ischemia/etiology , Ischemia/mortality , Male , Middle Aged , Morbidity , Mortality , Neoplasms/complications , Neoplasms/mortality , Retrospective Studies , Risk Assessment , Risk Factors , Tertiary Care CentersABSTRACT
PURPOSE: To evaluate the safety and efficacy of 2 locoregional therapies (LRTs) including hepatic artery embolization (HAE) and transarterial radioembolization (TARE) in the treatment of patients with metastatic ovarian cancer to the liver. MATERIAL AND METHODS: From October 2010 to May 2019, the data of 15 consecutive patients (median age, 54 years ± 9.8; range, 35-78 years) with hepatic metastatic ovarian cancer who were treated with either HAE (n = 6; 40%) or TARE (n = 9; 60%) were reviewed. The most common histopathologic type was epithelial ovarian carcinoma (80%). The most common chemotherapy regimens used prior to embolization included carboplatin, paclitaxel, cisplatin, and bevacizumab. Patients received a mean of 4 lines ± 3 (range, 1-9) of chemotherapy. All patients with serous carcinoma were resistant to platinum at the time of embolization. Indications for embolization were progression of disease to the liver while receiving chemotherapy in 14 (93.3%) patients and palliative pain control in 1 patient. RESULTS: The overall response rates at 1, 3, and 6 months were 92.4%, 85.6%, and 70%, respectively. Median overall survival from the time of LRT was 9 (95% confidence interval [CI], 4-14) months. Median local tumor progression was 6.4 months ± 5.03 (95% CI, 3.3-9.5). No grade 3-5 adverse events were detected in either group. CONCLUSIONS: HAE and TARE were well tolerated in patients with metastatic ovarian cancer to the liver and possibly ensured prolonged disease control in heavily treated, predominantly in patients resistant to platinum. Larger numbers are needed to verify these data.
Subject(s)
Acrylic Resins/administration & dosage , Embolization, Therapeutic , Gelatin/administration & dosage , Hepatic Artery , Liver Neoplasms/therapy , Ovarian Neoplasms/therapy , Radiopharmaceuticals/administration & dosage , Acrylic Resins/adverse effects , Adult , Aged , Disease Progression , Embolization, Therapeutic/adverse effects , Embolization, Therapeutic/mortality , Female , Gelatin/adverse effects , Humans , Liver Neoplasms/mortality , Liver Neoplasms/secondary , Middle Aged , New York City , Ovarian Neoplasms/mortality , Ovarian Neoplasms/pathology , Particle Size , Progression-Free Survival , Radiopharmaceuticals/adverse effects , Retrospective Studies , Time FactorsABSTRACT
PURPOSE: To develop and characterize a porcine model of liver cancer that could be used to test new locoregional therapies. MATERIALS AND METHODS: Liver tumors were induced in 18 Oncopigs (transgenic pigs with Cre-inducible TP53R167H and KRASG12D mutations) by using an adenoviral vector encoding the Cre-recombinase gene. The resulting 60 tumors were characterized on multiphase contrast-enhanced CT, angiography, perfusion, micro-CT, and necropsy. Transarterial embolization was performed using 40-120 µm (4 pigs) or 100-300 µm (4 pigs) Embosphere microspheres. Response to embolization was evaluated on imaging. Complications were determined based on daily clinical evaluation, laboratory results, imaging, and necropsy. RESULTS: Liver tumors developed at 60/70 (86%) inoculated sites. Mean tumor size was 2.1 cm (range, 0.3-4 cm) at 1 week. Microscopically, all animals developed poorly differentiated to undifferentiated carcinomas accompanied by a major inflammatory component, which resembled undifferentiated carcinomas of the human pancreatobiliary tract. Cytokeratin and vimentin expression confirmed epithelioid and mesenchymal differentiation, respectively. Lymph node, lung, and peritoneal metastases were seen in some cases. On multiphase CT, all tumors had a hypovascular center, and 17/60 (28%) had a hypervascular rim. After transarterial embolization, noncontrast CT showed retained contrast medium in the tumors. Follow-up contrast-enhanced scan showed reduced size of tumors after embolization using either 40-120 µm or 100-300 µm Embosphere microspheres, while untreated tumors showed continued growth. CONCLUSIONS: Liver tumors can be induced in a transgenic pig and can be successfully treated using bland embolization.
Subject(s)
Acrylic Resins/administration & dosage , Embolization, Therapeutic , Gelatin/administration & dosage , Liver Neoplasms/therapy , Acrylic Resins/toxicity , Animals , Animals, Genetically Modified , Cell Line , Disease Models, Animal , Embolization, Therapeutic/adverse effects , Gelatin/toxicity , Genes, p53 , Genes, ras , Liver Neoplasms/diagnostic imaging , Liver Neoplasms/genetics , Liver Neoplasms/pathology , Sus scrofa/genetics , Time Factors , Tumor Burden , X-Ray MicrotomographyABSTRACT
PURPOSE OF REVIEW: Radiogenomics is a growing field that has garnered immense interest over the past decade, owing to its numerous applications in the field of oncology and its potential value in improving patient outcomes. Current applications have only begun to delve into the potential of radiogenomics, and particularly in interventional oncology, there is room for development and increased value of these applications. RECENT FINDINGS: The field of interventional oncology (IO) has seen valuable radiogenomic applications, from prediction of response to locoregional therapies in hepatocellular carcinoma to identification of genetic mutations in non-small cell lung cancer. Future directions that can increase the value of radiogenomics include applications that address tumor heterogeneity, predict immune responsiveness of tumors, and differentiate between oligoprogression and early widespread progression, among others. Radiogenomics, whether in terms of methodologies or applications, is still in the early stages of development and far from maturation. Future applications, particularly in the field of interventional oncology, will allow realization of its full potential.
Subject(s)
Neoplasms , Radiation Genomics , Radiation Oncology , Artificial Intelligence , Humans , Neoplasms/genetics , Neoplasms/radiotherapyABSTRACT
Background Intermediate stage hepatocellular carcinomas (HCCs) are treated by inducing ischemic cell death with transarterial embolization (TAE) or transarterial chemoembolization (TACE). A subset of HCCs harbor nuclear factor E2-related factor 2 (NRF2), a major regulator of the oxidative stress response implicated in cell survival after ischemia. NRF2-mutated HCC response to TAE and/or TACE is unknown. Purpose To test whether ischemia resistance is present in individuals with NRF2-mutated HCC and if this resistance can be overcome by means of NRF2 inhibition in HCC cell lines. Materials and Methods This was a combined retrospective review of an institutional database (from January 2011 to December 2018) and prospective study (from January 2014 to December 2018) of participants with HCC who underwent TAE and a laboratory investigation of HCC cell lines. Imaging follow-up included liver CT or MRI at 1 month after the procedure followed by 3-month interval scans. Tumor radiologic response was assessed on the basis of follow-up imaging. The time to local progression after TAE for individuals with and individuals without NRF2 pathway alterations was estimated by using competing risk analysis (Gray test). The in vitro response to ischemia in four HCC cell lines with and without NRF2 overexpression was evaluated, and the combination of ischemia with NRF2 knockdown by means of short hairpin RNA or an NRF2 inhibitor was tested. Doubling time estimates, dose response curve regression, and comparison analyses were performed. Results Sixty-five individuals (median age, 69 years [range, 19-84 years]; 53 men) were evaluated. HCCs with NRF2 pathway mutation had a shorter time to local progression after TAE compared to those without mutation (6-month cumulative incidence of local progression, 56% [range, 19%-91%] vs 22% [range, 12%-34%], respectively; P < .001) and confirmed ischemia resistance in NRF2-overexpressing HCC cell lines. However, ischemia and NRF2 knock-down worked synergistically to decrease proliferation of NRF2-overexpressing HCC cell lines. Dose response curves of ML385, an NRF2 inhibitor, showed that ischemia induces addiction to NRF2 in cells with NRF2 alterations. Conclusion Hepatocellular carcinoma with nuclear factor E2-related factor 2 (NRF2) alterations showed resistance to ischemia, but ischemia simultaneously induced sensitivity to NRF2 inhibition. © RSNA, 2020 Online supplemental material is available for this article. See also the editorial by Weiss and Nezami in this issue.
Subject(s)
Carcinoma, Hepatocellular/genetics , Liver Neoplasms/genetics , NF-E2-Related Factor 2/genetics , Adult , Aged , Aged, 80 and over , Carcinoma, Hepatocellular/diagnostic imaging , Carcinoma, Hepatocellular/therapy , Cell Line, Tumor , Disease Progression , Embolization, Therapeutic , Female , Humans , Ischemia/genetics , Liver Neoplasms/diagnostic imaging , Liver Neoplasms/therapy , Magnetic Resonance Imaging , Male , Middle Aged , Mutation , NF-E2-Related Factor 2/antagonists & inhibitors , Prospective Studies , Retrospective Studies , Risk Assessment , Tomography, X-Ray ComputedABSTRACT
BACKGROUND: Integrated Angiography-Computed Tomography (ACT) suites were initially designed in the 1990's to perform complex procedures requiring high-resolution cross-sectional imaging and fluoroscopy. Since then, there have been technology developments and changes in patient management. The purpose of this study was to review the current usage patterns of a single center's integrated ACT suites. METHODS: All procedures performed in 2017 in 3 ACT suites (InterACT Discovery RT, GE Healthcare) at a tertiary cancer center were reviewed retrospectively. Usage was classified as: Standard, in which the patient underwent a single procedure using either fluoroscopy, CT, or ultrasound (US); Combined, in which the patient underwent a single procedure utilizing both fluoroscopy and CT; or Staged, in which the patient underwent 2 separate but successive procedures using fluoroscopy and CT individually. The most frequently performed Combined and Staged procedures were further reviewed to determine how the different modalities were used. The duration of the most common Staged procedures was compared to analogous procedures' durations in single modality rooms over the period Jan 2016 to Sep 2019. RESULTS: A total of 3591 procedures were performed on 2678 patients in the 3 ACT Suites. 80% of patients underwent a Standard procedure using fluoroscopy (38%), CT (32%) or US (10%) and accounted for 70% of the room occupation time. Fourteen and three percent of the patients underwent Combined or Staged procedures, occupying 19 and 5% of the room time, respectively. The remaining procedures were classified as both Combined and Staged, representing 3% of the patients and 6% of the room occupation time. The most common Combined procedures were drainages, hepatic arterial embolizations or radioembolizations, arterial, and biliary interventions. The most common Staged procedures were multiple drainages and hepatic arterial embolizations followed by biopsies or ablations. The room occupation time for liver tumor embolization and ablation was significantly shorter (p < 0.01) when performed in a Staged fashion versus the analogous procedures in single modality room. CONCLUSION: An integrated ACT system provides the capability to perform complex Combined or Staged procedures as well as scheduling flexibility by allowing any type of case to be performed in the IR suite.
Subject(s)
Computed Tomography Angiography/methods , Radiography, Interventional/methods , Aged, 80 and over , Female , Fluoroscopy , Humans , Male , Middle Aged , Multimodal Imaging , Retrospective Studies , Tertiary Care Centers , Ultrasonography , Utilization ReviewABSTRACT
BACKGROUND: This retrospective study reviews long-term outcome of hepatic artery embolization (HAE) using microspheres alone in patients presenting with Hepatocellular Carcinoma (HCC) and portal vein tumor (PVT). METHODS: From 2005 to 2015, 43 patients with HCC and PVT underwent HAE. Response to treatment, time-to-progression (TTP), local-tumor-progression (LTP), distant-hepatic-progression (DHP), PVT-progression (PVTP), and/or the development of extra-hepatic progression (EHP) were assessed on pre-HAE CT/MRI scans, within 4 weeks post-HAE and at quarterly intervals thereafter, along with liver function (Child-Pugh score, CP). RESULTS: Forty (40/43) patients progressed during a median follow-up of 10 months with a median TTP of 2.9 months. Eleven of the 40 patients (27.5%) developed EHP, with only 2 patients (5%) demonstrating solely LTP. Six patients (15%) developed PVTP only. At progression, 27 patients (27/40, 77%) maintained their initial CP status, including all 5 CP-B patients. Median survival was 12.5 (95% CI 8-23) months for the entire group; 17.3 (95% CI 10-33) months for the patients with segmental/lobar PVT, compared with 8.4 (95% CI 6-13) months for the patients with main PVT (p = 0.02). CONCLUSION: HAE can be used to treat patients with HCC and PVT with median survival of approximately a year and preserved liver function.
Subject(s)
Carcinoma, Hepatocellular/therapy , Embolization, Therapeutic , Liver Neoplasms/therapy , Microspheres , Portal Vein , Adult , Aged , Carcinoma, Hepatocellular/mortality , Carcinoma, Hepatocellular/pathology , Disease Progression , Female , Humans , Liver Neoplasms/mortality , Liver Neoplasms/pathology , Male , Middle Aged , Retrospective Studies , Survival Rate , Treatment OutcomeABSTRACT
Purpose To compare the effect of autologous blood patch injection (ABPI) with that of a hydrogel plug on the rate of pneumothorax at CT-guided percutaneous lung biopsy. Materials and Methods In this prospective randomized controlled trial ( https://ClinicalTrials.gov , NCT02224924), a noninferiority design was used for ABPI, with a 10% noninferiority margin when compared with the hydrogel plug, with the primary outcome of pneumothorax rate within 2 hours of biopsy. A type I error rate of 0.05 and 90% power were specified with a target study population of 552 participants (276 in each arm). From October 2014 to February 2017, all potential study participants referred for CT-guided lung biopsy (n = 2052) were assessed for enrollment. Results The data safety monitoring board recommended the trial be closed to accrual after an interim analysis met prespecified criteria for early stopping based on noninferiority. The final study group consisted of 453 participants who were randomly assigned to the ABPI (n = 226) or hydrogel plug (n = 227) arms. Of these, 407 underwent lung biopsy. Pneumothorax rates within 2 hours of biopsy were 21% (42 of 199) and 29% (60 of 208); chest tube rates were 9% (18 of 199) and 13% (27 of 208); and delayed pneumothorax rates within 2 weeks after biopsy were 1.4% (three of 199) and 1.5% (three of 208) in the ABPI and hydrogel plug arms, respectively. Conclusion Autologous blood patch injection is noninferior to a hydrogel plug regarding the rate of pneumothorax after CT-guided percutaneous lung biopsy. © RSNA, 2018 Online supplemental material is available for this article.
Subject(s)
Biological Therapy , Hydrogels , Image-Guided Biopsy , Lung , Pneumothorax , Adult , Aged , Aged, 80 and over , Biological Therapy/adverse effects , Biological Therapy/methods , Biological Therapy/statistics & numerical data , Female , Humans , Hydrogels/administration & dosage , Hydrogels/therapeutic use , Image-Guided Biopsy/adverse effects , Image-Guided Biopsy/methods , Image-Guided Biopsy/statistics & numerical data , Lung/diagnostic imaging , Lung/pathology , Lung/surgery , Male , Middle Aged , Pneumothorax/epidemiology , Pneumothorax/etiology , Pneumothorax/prevention & control , Pneumothorax/therapy , Prospective Studies , Tomography, X-Ray Computed , Transplantation, Autologous , Young AdultABSTRACT
OBJECTIVE. The purpose of this study was to assess the mechanism by which aspirin therapy improves survival when combined with transarterial chemoembolization or transarterial embolization (TAE) for hepatocellular carcinoma (HCC). MATERIALS AND METHODS. A retrospective review included 304 patients with HCC who were treated with TAE. The patients were divided into two groups on the basis of whether the patient took aspirin (n = 42) or did not take aspirin (n = 262) at the time of initial TAE. For each patient, response of embolized tumors, time to progression, initial site of progression, survival time, and liver function test results before and after embolization were evaluated. RESULTS. Patients taking aspirin and those not taking aspirin at the time of initial TAE for HCC had no difference in initial response rate (88% vs 90% complete response or partial response, p = 0.59), median time to progression (6.2 vs 5.2 months, p = 0.42), initial site of progression (p = 0.77), or fraction of patients dying with disease progression (88% vs 89%, p = 1.00). Before embolization, there was no difference in mean bilirubin level (0.8 vs 0.9 mg/dL, p = 0.11) for patients taking versus not taking aspirin. Among patients taking aspirin, bilirubin level was significantly lower 1 day (0.9 vs 1.3, p < 0.001), 1 month (0.9 vs 1.2, p = 0.048), and 1 year (0.8 vs 1.0, p = 0.021) after embolization. The median overall survival period after initial embolization was longer for patients taking aspirin (57 vs 23 months, p = 0.008). CONCLUSION. Aspirin use is associated with improved liver function test results and survival after TAE for HCC. It is not associated with differences in response or time to progression.
Subject(s)
Aspirin/therapeutic use , Carcinoma, Hepatocellular/therapy , Chemoembolization, Therapeutic , Embolization, Therapeutic , Liver Neoplasms/therapy , Aged , Carcinoma, Hepatocellular/drug therapy , Disease Progression , Female , Humans , Liver Function Tests , Liver Neoplasms/drug therapy , Male , Retrospective Studies , Survival RateABSTRACT
PURPOSE: To describe imaging response and survival after radioembolization for metastatic breast cancer and to delineate genetic predictors of imaging responses and outcomes. MATERIALS AND METHODS: This retrospective study included 31 women (average age, 52 y) with liver metastasis from invasive ductal carcinoma who underwent resin and glass radioembolization (average cumulative dose, 2.0 GBq ± 1.8) between January 2011 and September 2017 after receiving ≥ 3 lines of chemotherapy. Twenty-four underwent genetic profiling with MSK-IMPACT or Sequenom; 26 had positron-emission tomography (PET)/CT imaging before and after treatment. Survival after the first radioembolization and 2-4-month PET/CT imaging response were assessed. Laboratory and imaging features were assessed to determine variables predictive of outcomes. Unpaired Student t tests and Fisher exact tests were used to compare responders and nonresponders categorized by changes in fluorodeoxyglucose avidity. Kaplan-Meier survival analysis was used to determine the impact of predictors on survival after radioembolization. RESULTS: Median survival after radioembolization was 11 months (range, 1-49 mo). Most patients (18 of 26; 69%) had complete or partial response based on changes in fluorodeoxyglucose avidity. Imaging response was associated with longer survival (P = .005). Whereas 100% of patients with PI3K pathway mutations showed an imaging response, only 45% of wild-type patients showed a response (P = .01). Median survival did not differ between PI3K pathway wild-type (10.9 mo) and mutant (undefined) patients (P = .50). CONCLUSIONS: These preliminary data suggest that genomic profiling may predict which patients with metastatic breast cancer benefit most from radioembolization. PI3K pathway mutations are associated with improved imaging response, which is associated with longer survival.