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1.
Semin Musculoskelet Radiol ; 28(2): 154-164, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38484768

ABSTRACT

Radiologists are frequently called on for guidance regarding return to play (RTP) for athletes and active individuals after sustaining a musculoskeletal injury. Avoidance of reinjury is of particular importance throughout the rehabilitative process and following resumption of competitive activity. Understanding reinjury risk estimation, imaging patterns, and correlation of clinical and surgical findings will help prepare the radiologist to identify reinjuries correctly on diagnostic imaging studies and optimize management for a safe RTP.


Subject(s)
Athletic Injuries , Reinjuries , Humans , Athletic Injuries/diagnostic imaging , Athletic Injuries/surgery , Return to Sport
2.
J Am Coll Radiol ; 20(12): 1225-1230, 2023 12.
Article in English | MEDLINE | ID: mdl-37423347

ABSTRACT

PURPOSE: The aim of this study was to implement and evaluate a quality assurance (QA) workflow that leverages natural language processing to rapidly resolve inadvertent discordance between radiologists and an artificial intelligence (AI) decision support system (DSS) in the interpretation of high-acuity CT studies when the radiologist does not engage with AI DSS output. METHODS: All consecutive high-acuity adult CT examinations performed in a health system between March 1, 2020, and September 20, 2022, were interpreted alongside an AI DSS (Aidoc) for intracranial hemorrhage, cervical spine fracture, and pulmonary embolus. CT studies were flagged for this QA workflow if they met three criteria: (1) negative results by radiologist report, (2) a high probability of positive results by the AI DSS, and (3) unviewed AI DSS output. In these cases, an automated e-mail notification was sent to our quality team. If discordance was confirmed on secondary review-an initially missed diagnosis-addendum and communication documentation was performed. RESULTS: Of 111,674 high-acuity CT examinations interpreted alongside the AI DSS over this 2.5-year time period, the frequency of missed diagnoses (intracranial hemorrhage, pulmonary embolus, and cervical spine fracture) uncovered by this workflow was 0.02% (n = 26). Of 12,412 CT studies prioritized as depicting positive findings by the AI DSS, 0.4% (n = 46) were discordant, unengaged, and flagged for QA. Among these discordant cases, 57% (26 of 46) were determined to be true positives. Addendum and communication documentation was performed within 24 hours of the initial report signing in 85% of these cases. CONCLUSIONS: Inadvertent discordance between radiologists and the AI DSS occurred in a small number of cases. This QA workflow leveraged natural language processing to rapidly detect, notify, and resolve these discrepancies and prevent potential missed diagnoses.


Subject(s)
Artificial Intelligence , Embolism , Adult , Humans , Missed Diagnosis , Workflow , Radiologists , Tomography, X-Ray Computed/methods , Intracranial Hemorrhages , Retrospective Studies
3.
Clin Imaging ; 92: 32-37, 2022 Dec.
Article in English | MEDLINE | ID: mdl-36183619

ABSTRACT

PURPOSE: The aim of this study was to evaluate residents' real-time experiences and perceptions in using artificial intelligence-based decision support system (AI-DSS) applications in the clinical setting and provide recommendations on how to improve artificial intelligence (AI) curriculums in residency programs. METHODS: We implemented AI-DSS in our radiology workflow and integrated it into the radiology residency curriculum as a step in developing an AI-targeted curriculum. Fifteen senior residents were granted AI-DSS access for clinical use. Post-implementation, residents were anonymously surveyed to assess the utility of AI-DSS in addressing their learning needs and to determine the perceived impact of AI on their career choice and future professional development. RESULTS: Most residents (91.6%) support incorporating AI into the curriculum and found AI-DSS useful in supplementary roles of triaging (83.3%) and troubleshooting (66.7%), rather than for diagnostic purposes of speed (41.7%), accuracy (33.3%), or diagnosis determination (16.7%). Residents found it useful to have earlier exposure to AI (66.7%), although the exact timeline in training for when to introduce residents to AI-DSS was debated and unclear. Most residents (83.3%) had a positive outlook on the impact of AI on radiology and 50.0% were excited to further their understanding of AI. CONCLUSIONS: Our experience implementing AI-DSS in the clinical setting was a desirable and positive experience for our residents that will better prepare them as radiologists and help them capitalize on future opportunities in AI advancements. We hope our experience will provide incentive and guidance for other institutions to establish an AI program for their trainees.


Subject(s)
Internship and Residency , Radiology , Humans , Artificial Intelligence , Radiology/education , Radiologists , Curriculum
4.
Skeletal Radiol ; 50(9): 1873-1880, 2021 Sep.
Article in English | MEDLINE | ID: mdl-33733695

ABSTRACT

OBJECTIVE: To study the diagnostic utility of the "smoke sign" to detect unsuspected acute pectoralis major tendon injury on routine shoulder MRI. MATERIALS AND METHODS: Retrospective study of 52 shoulder MRI in patients with (38) and without (14) acute pectoralis major injury confirmed on imaging. Two readers independently reviewed shoulder MRI for the presence of the "smoke sign"-feathery soft tissue edema lateral or anterior to short head biceps/coracobrachialis on fluid-sensitive coronal-oblique and sagittal-oblique images, respectively. RESULTS: The smoke sign was present on shoulder MRI in 24/24 (100%) humeral avulsions, 4/4 (100%) tendon tears, 4/8 (50%) of myotendinous junction injuries, and 0/2 (0%) intramuscular injuries. The smoke sign was present in 0/14 examinations without acute pectoralis major injury. CONCLUSION: While dedicated pectoralis MRI remains the preferred method for imaging pectoralis injury, the "smoke sign" can serve as an easy to recognize finding on routine shoulder MRI that can raise the suspicion of an acute pectoralis major tendon injury. Its detection should prompt evaluation of the pectoralis major tendon and recommendation for dedicated imaging to confirm and evaluate the full extent of injury.


Subject(s)
Pectoralis Muscles , Tendon Injuries , Humans , Magnetic Resonance Imaging , Pectoralis Muscles/diagnostic imaging , Retrospective Studies , Shoulder , Smoke , Tendon Injuries/diagnostic imaging , Tendons
5.
Acad Radiol ; 28(9): 1225-1235, 2021 09.
Article in English | MEDLINE | ID: mdl-32059956

ABSTRACT

We deem a computer to exhibit artificial intelligence (AI) when it performs a task that would normally require intelligent action by a human. Much of the recent excitement about AI in the medical literature has revolved around the ability of AI models to recognize anatomy and detect pathology on medical images, sometimes at the level of expert physicians. However, AI can also be used to solve a wide range of noninterpretive problems that are relevant to radiologists and their patients. This review summarizes some of the newer noninterpretive uses of AI in radiology.


Subject(s)
Artificial Intelligence , Radiology , Humans , Radiography , Radiologists
6.
Semin Musculoskelet Radiol ; 24(1): 21-29, 2020 Feb.
Article in English | MEDLINE | ID: mdl-31991449

ABSTRACT

Artificial intelligence (AI) holds the potential to revolutionize the field of radiology by increasing the efficiency and accuracy of both interpretive and noninterpretive tasks. We have only just begun to explore AI applications in the diagnostic evaluation of knee pathology. Experimental algorithms have already been developed that can assess the severity of knee osteoarthritis from radiographs, detect and classify cartilage lesions, meniscal tears, and ligament tears on magnetic resonance imaging, provide automatic quantitative assessment of tendon healing, detect fractures on radiographs, and predict those at highest risk for recurrent bone tumors. This article reviews and summarizes the most current literature.


Subject(s)
Artificial Intelligence , Cartilage Diseases/diagnostic imaging , Image Interpretation, Computer-Assisted/methods , Knee Injuries/diagnostic imaging , Magnetic Resonance Imaging/methods , Osteoarthritis, Knee/diagnostic imaging , Radiography/methods , Humans , Knee Joint/diagnostic imaging
7.
Curr Probl Diagn Radiol ; 48(1): 32-36, 2019 Jan.
Article in English | MEDLINE | ID: mdl-29203263

ABSTRACT

PURPOSE: Characterize the clinical utility of diagnostic shoulder imaging modalities commonly used in the outpatient workup of shoulder pain. MATERIALS/METHODS: Retrospective review of adults imaged for outpatient shoulder pain from 1/1/2013 to 9/1/2015. To be categorized as "useful", a study had to meet one of the following criteria: change the clinical diagnosis or treatment plan, provide a final diagnosis, or guide definitive treatment. A utility score was assigned to each study based on the number of utility criteria met (range 0-4). A score of 1 was considered low utility; a score of greater than or equal to 2 was considered high utility. Statistical analysis included binary logistic regression and generalized estimating equations. RESULTS: 210 subjects (65% male); mean age 47 (range 18-84), underwent 302 imaging studies (159 X-ray, 137 MRI, 2 CT, 4 ultrasound) during the study period. 92.1% of all studies met minimum criteria for utility (score >1). Most commonly, diagnostic studies obtained during the outpatient workup of shoulder pain were found to guide definitive treatment (70.5%) or provide a final diagnosis (53%). Most X-rays were categorized as no or low utility (85.5%). 97.8% of the MRI studies were categorized as useful with most being high utility (73%). Overall, MRI was the most useful modality in all clinical scenarios (P = 0.002) and more likely to be high utility (P < 0.001) compared to X-rays. None of the investigated patient or injury characteristics were significant predictors of useful imaging. CONCLUSION: Our study suggests that both radiographs and MRI are useful in the evaluation of adult unilateral shoulder pain in the outpatient setting. MRI appears to be the most useful imaging modality in terms of helping guide diagnosis and treatment selection. This serves as a potential first step towards the development of evidence based imaging algorithms that can be used and tested in future studies.


Subject(s)
Outpatients , Shoulder Pain/diagnostic imaging , Adolescent , Adult , Aged , Aged, 80 and over , Diagnosis, Differential , Female , Humans , Male , Middle Aged , Pilot Projects , Retrospective Studies
8.
Radiol Clin North Am ; 56(6): 997-1012, 2018 Nov.
Article in English | MEDLINE | ID: mdl-30322495

ABSTRACT

Entrapment neuropathies of the lower extremity are commonly encountered and present a diagnostic challenge. Historical diagnostic workhorses-the physical examination combined with electrodiagnostic studies-are now frequently supplemented by MR neurography. MR neurography is a high-resolution, noninvasive, and operator-independent imaging modality that has proven useful in diagnosis, disease severity assessment, and informing treatment decisions in the management of lower extremity entrapment neuropathies. Currently, the assessment of the peripheral nerves relies heavily on reader identification of morphologic nerve changes; however, emerging innovative MR sequences and PET/MR imaging hold the potential to provide noninvasive means of functional assessment.


Subject(s)
Lower Extremity/diagnostic imaging , Lower Extremity/innervation , Magnetic Resonance Imaging/methods , Nerve Compression Syndromes/diagnostic imaging , Peripheral Nervous System Diseases/diagnostic imaging , Diagnosis, Differential , Humans
9.
AJR Am J Roentgenol ; 210(5): 1123-1130, 2018 May.
Article in English | MEDLINE | ID: mdl-29570372

ABSTRACT

OBJECTIVE: Injuries at the calcaneocuboid and talonavicular joint have been described as two distinct, unrelated entities in the radiology literature. Our purpose was to assess the coexistence of these injuries using radiography and MRI and to correlate our findings with radiologic and clinical diagnoses. MATERIALS AND METHODS: Twenty-one patients with injury at the anterior calcaneal process on radiographs or MR images were retrospectively assessed for concomitant injury at the talonavicular joint. Radiologic and clinical diagnoses and treatment were documented. McNemar and kappa statistics were calculated; p values < 0.05 were considered statistically significant. RESULTS: Radiographic and MRI rates of detection of injuries across the Chopart joint were statistically different. Calcaneocuboid avulsion fractures were evident on 48% of radiographs and 100% of MR images (p = 0.001). Talonavicular joint injuries were evident on 38% of radiographs and 76% of MR images (p = 0.008). Concomitant injury at both joints was evident on 14% of radiographs and 76% of MR images (p < 0.0001). Interrater agreement was 0.488-0.637 and 0.286-0.364 for talonavicular and 0.144-0.538 and 0.976-1 for calcaneocuboid injuries on radiography and MRI, respectively. Sixty percent of calcaneocuboid fractures were prospectively missed on radiography (none on MRI), whereas 38% and 25% of talonavicular findings were missed on radiography and MRI, respectively. Sixty percent of injuries were clinically misdiagnosed as ankle sprains. Chopart joint injury was never mentioned in prospective clinical or imaging diagnoses. CONCLUSION: Calcaneocuboid and talonavicular injuries commonly coexist. Radiographs underestimate severity of injury; MR images show more subtle abnormalities. Lack of mention of Chopart joint injury clinically and on imaging reports underlies the need for greater familiarity with this entity.


Subject(s)
Calcaneus/diagnostic imaging , Calcaneus/injuries , Fractures, Bone/diagnostic imaging , Tarsal Joints/diagnostic imaging , Tarsal Joints/injuries , Adult , Aged , Aged, 80 and over , Female , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Retrospective Studies
10.
Ultrasound Q ; 34(4): 278-284, 2018 Dec.
Article in English | MEDLINE | ID: mdl-29369243

ABSTRACT

Emerging musculoskeletal applications for local administration of autologous bone marrow aspirate concentrate (BMAC) include treatment of fractures, osteonecrosis, osteochondral injuries, osteoarthritis, ligament injury, tendon injury, and tendonopathies. Ultrasound-guided technique for various BMAC injection sites is detailed in this technical report and our preliminary clinical experience outlined.Five patients, 1 woman and 4 men, were treated with 6 peri/intratendinous (n = 4) or intraarticular (n = 2) BMAC injections between July 5, 2015 and December 31, 2016 for the clinical indications of common hamstrings origin tendinosis (n = 4), hip labral tear (n = 1), and osteochondral lesion of the talus (n = 1).All procedures were technically successful, with BMAC locally administered to the therapeutic target and no procedural complications observed. Clinical follow-up was available for 5 of 6 procedures. Four of 5 injections resulted in self-reported symptomatic improvement (clinical follow-up range, 2-12 months). One 72-year-old man with right common hamstrings origin tendinosis reported no improvement after BMAC injection.The technology is now available to support ultrasound-guided, autologous BMAC administration by the musculoskeletal interventionalist for common indications. Our initial clinical experience is consistent with early reports in the literature. This technique is well tolerated by symptomatic patients on an outpatient basis, and rates of self-reported symptomatic relief are high. Mechanism of action, long-term safety, and long-term clinical efficacy remain largely undefined.


Subject(s)
Bone Marrow Transplantation/methods , Musculoskeletal Diseases/therapy , Ultrasonography, Interventional/methods , Adult , Aged , Bone Marrow , Bone Marrow Transplantation/instrumentation , Female , Humans , Male , Middle Aged , Musculoskeletal System/diagnostic imaging , Treatment Outcome
11.
AJR Am J Roentgenol ; 210(2): 386-395, 2018 Feb.
Article in English | MEDLINE | ID: mdl-29112474

ABSTRACT

OBJECTIVE: This study determined the frequency and MRI appearance of osseous and ligamentous injuries in midtarsal (Chopart) sprains and their association with ankle sprains after acute ankle injuries. Prospective diagnosis of and interobserver agreement regarding midtarsal injury among musculoskeletal radiologists were also assessed. SUBJECTS AND METHODS: Two cohorts with ankle MRI were identified via a digital PACS search: patients who had undergone MRI within 8 weeks after ankle injury and control subjects who had not sustained ankle trauma. Studies were retrospectively reviewed in consensus as well as independently, assessing ligamentous and osseous injury to the Chopart joint (calcaneocuboid and talonavicular joints) and associated lateral collateral and deltoid ligamentous injury. Interobserver agreement was calculated, and prospective radiology reports were reviewed to determine the musculoskeletal radiologist's familiarity with Chopart joint injury. RESULTS: MR images of control subjects (n = 16) and patients with ankle injury (n = 47) were reviewed. The normal dorsal calcaneocuboid and calcaneocuboid component of bifurcate ligaments were variably visualized; the remaining normal ligaments were always seen. Eleven patients (23%) had midtarsal ligamentous and osseous injury consistent with midtarsal sprain (eight acute or subacute, one probable, and two old). Six (75%) of eight acute or subacute cases had coexisting lateral collateral ligament injury. Eighty-nine percent of osseous injuries were reported prospectively, but 83% of ligamentous injuries were missed. Substantial interobserver agreement was achieved regarding diagnosis of midtarsal sprain. CONCLUSION: Midtarsal sprains are commonly associated with acute ankle injury and with ankle sprains. Presently, midtarsal sprains may be underrecognized by radiologists; thus, greater familiarity with the MRI spectrum of ligamentous and osseous injuries at the Chopart joint is important for accurate diagnosis and clinical management.


Subject(s)
Ankle Injuries/diagnostic imaging , Magnetic Resonance Imaging/methods , Sprains and Strains/diagnostic imaging , Adult , Case-Control Studies , Female , Humans , Male , Retrospective Studies
12.
Skeletal Radiol ; 47(1): 107-116, 2018 Jan.
Article in English | MEDLINE | ID: mdl-28952012

ABSTRACT

PURPOSE: To compare diagnostic performance of a 5-min knee MRI protocol to that of a standard knee MRI. MATERIALS AND METHODS: One hundred 3 T (100 patients, mean 38.8 years) and 50 1.5 T (46 patients, mean 46.4 years) MRIs, consisting of 5 fast, 2D multi-planar fast-spin-echo (FSE) sequences and five standard multiplanar FSE sequences, from two academic centers (1/2015-1/2016), were retrospectively reviewed by four musculoskeletal radiologists. Agreement between fast and standard (interprotocol agreement) and between standard (intraprotocol agreement) readings for meniscal, ligamentous, chondral, and bone pathology was compared for interchangeability. Frequency of major findings, sensitivity, and specificity was also tested for each protocol. RESULTS: Interprotocol agreement using fast MRI was similar to intraprotocol agreement with standard MRI (83.0-99.5%), with no excess disagreement (≤ 1.2; 95% CI, -4.2 to 3.8%), across all structures. Frequency of major findings (1.1-22.4% across structures) on fast and standard MRI was not significantly different (p ≥ 0.215), except more ACL tears on fast MRI (p = 0.021) and more cartilage defects on standard MRI (p < 0.001). Sensitivities (59-100%) and specificities (73-99%) of fast and standard MRI were not significantly different for meniscal and ligament tears (95% CI for difference, -0.08-0.08). For cartilage defects, fast MRI was slightly less sensitive (95% CI for difference, -0.125 to -0.01) but slightly more specific (95% CI for difference, 0.01-0.5) than standard MRI. CONCLUSION: A fast 5-min MRI protocol is interchangeable with and has similar accuracy to a standard knee MRI for evaluating internal derangement of the knee.


Subject(s)
Knee Injuries/diagnostic imaging , Magnetic Resonance Imaging/methods , Adolescent , Adult , Aged , Female , Humans , Male , Middle Aged , Retrospective Studies , Sensitivity and Specificity
13.
AJR Am J Roentgenol ; 209(3): 552-560, 2017 Sep.
Article in English | MEDLINE | ID: mdl-28639870

ABSTRACT

OBJECTIVE: The purpose of this article is to review current and emerging techniques and strategies that can be used to accelerate acquisition times in routine knee MRI. CONCLUSION: Specific techniques reviewed include 3D fast spin-echo imaging as well as new approaches to rapid image acquisition techniques (parallel imaging, compressed sensing, simultaneous multislice, and neural network reconstruction techniques) and their potential application to knee MRI.


Subject(s)
Imaging, Three-Dimensional/methods , Joint Diseases/diagnostic imaging , Knee Injuries/diagnostic imaging , Knee Joint/diagnostic imaging , Magnetic Resonance Imaging/methods , Contrast Media , Humans , Image Enhancement/methods , Image Interpretation, Computer-Assisted/methods , Joint Diseases/pathology , Knee Injuries/pathology , Knee Joint/pathology
14.
Clin Imaging ; 42: 178-182, 2017.
Article in English | MEDLINE | ID: mdl-28095361

ABSTRACT

OBJECTIVE: Evaluate technical feasibility and potential applications of glenohumeral (GH) joint axial traction magnetic resonance imaging (MRI) in healthy volunteers. MATERIALS AND METHODS: Eleven shoulders were imaged in neutral and with 4kg axial traction at 3T. Quantitative measurements were assessed. RESULTS: Axial traction was well tolerated. There was statistically significant widening of the superior GH joint space (p=0.002) and acromial angle (p=0.017) with traction. Inter-rater agreement was high. CONCLUSION: GH joint axial traction MRI is technically feasible and well tolerated in volunteers. Traction of the capsule, widening of the superior GH joint space and acromial angle were observed.


Subject(s)
Magnetic Resonance Imaging/methods , Shoulder Joint/diagnostic imaging , Adult , Female , Healthy Volunteers , Humans , Image Processing, Computer-Assisted , Male , Pilot Projects , Prospective Studies
15.
Ann Surg Oncol ; 21(10): 3223-30, 2014 Oct.
Article in English | MEDLINE | ID: mdl-25052246

ABSTRACT

BACKGROUND: Total skin-sparing mastectomy (TSSM) with preservation of the breast and nipple-areolar complex (NAC) skin was developed to improve aesthetic outcomes for mastectomy. Over time, indications for TSSM broadened and our technique has evolved with a series of systematic improvements. METHODS: We reviewed all cases of TSSM with immediate breast reconstruction performed from 2005 to 2012. Patient comorbidities, treatment characteristics, postoperative complications, and outcomes were obtained prospectively and through medical chart review. Locoregional recurrences, distant recurrences, and patient survival were analyzed with Kaplan-Meier methods. RESULTS: During this 8-year period, 633 patients (981 cases) underwent TSSM with median follow-up time of 29 (interquartile range 14-54) months. Immediate breast reconstruction was performed with tissue expander placement (89 %), pedicle TRAM (5 %), free flap (5 %), permanent implant (0.3 %), or latissimus flap (0.2 %). The incidences of postoperative complications decreased significantly over time. In 2012, these were down to 3.5 % for superficial nipple necrosis, 1.0 % for complete nipple necrosis, 3.0 % for minor skin flap necrosis, 4.4 % for major skin flap necrosis, 13.3 % for infections requiring oral antibiotics, 9.9 % for infections requiring intravenous antibiotics, 3.4 % for infections requiring operative intervention, and 8.5 % for expander/implant. Overall 5-year cumulative incidences of recurrence were 3.0 % (locoregional) and 4.2 % (distant), and there were no recurrences in the NAC skin. CONCLUSIONS: Systematic changes in our technique of TSSM and immediate breast reconstruction have decreased postoperative complications over time. Oncologic outcomes of locoregional and distal recurrences remain similar to skin-sparing mastectomy techniques.


Subject(s)
Breast Neoplasms/surgery , Carcinoma, Intraductal, Noninfiltrating/surgery , Mammaplasty/methods , Mastectomy/methods , Neoplasm Recurrence, Local/surgery , Organ Sparing Treatments , Adult , Aged , Breast Neoplasms/mortality , Breast Neoplasms/pathology , Carcinoma, Intraductal, Noninfiltrating/mortality , Carcinoma, Intraductal, Noninfiltrating/pathology , Female , Follow-Up Studies , Humans , Middle Aged , Neoplasm Recurrence, Local/mortality , Neoplasm Recurrence, Local/pathology , Neoplasm Staging , Nipples/surgery , Postoperative Complications , Prognosis , Prospective Studies , Surgical Flaps , Survival Rate , Young Adult
16.
Liver Transpl ; 19(2): 164-73, 2013 Feb.
Article in English | MEDLINE | ID: mdl-23008091

ABSTRACT

The purpose of this study was to determine the rate and risk factors for the development of irreversible hepatotoxicity after transarterial chemoembolization (TACE) in patients with hepatocellular carcinoma (HCC) and synthetic hepatic dysfunction. Two hundred fifty-one consecutive patients with HCC and hepatic dysfunction who underwent 443 TACE procedures from 2005 to 2010 were retrospectively reviewed. The included patients met one of the following criteria: a pre-TACE bilirubin level ≥ 2 mg/dL, an international normalized ratio (INR) > 1.5, a creatinine level > 1.2 mg/dL, a platelet count ≤ 60,000/mL, a Model for End-Stage Liver Disease (MELD) score > 15, Child-Turcotte-Pugh class B or C, ascites, or portal vein thrombosis. Hepatotoxicity was defined as new or worsening ascites, encephalopathy, or grade 3 or 4 toxicity (bilirubin, aspartate aminotransferase, alanine aminotransferase, creatinine, or INR) according to the National Cancer Institute Common Terminology Criteria for Adverse Events. The rate and risk factors for death or urgent liver transplantation within 6 weeks of TACE and irreversible hepatotoxicity were determined with a generalized estimating equation analysis. Reversible hepatotoxicity developed after 90 procedures (20%) in 78 patients (31%). Irreversible hepatotoxicity developed after 41 procedures (9%) in 37 patients (15%). Six patients (2%) underwent urgent liver transplantation, and 11 (4%) died within 6 weeks of TACE. Patients at increased risk for procedure-related mortality or urgent liver transplantation within 6 weeks of TACE had a baseline serum bilirubin level ≥ 4.0 mg/dL (P = 0.01), an elevated INR (P < 0.001), hypoalbuminemia with an albumin level < 2.0 g/L (P = 0.01), a serum creatinine level > 2.0 mg/dL (P = 0.02), large ascites (P = 0.002), encephalopathy (P = 0.005), or a MELD score ≥ 20 (P < 0.001). In conclusion, TACE can be performed safely in patients with baseline hepatic dysfunction. However, a poor hepatic reserve increases the risk of irreversible hepatotoxicity, which may lead to death or the need for urgent liver transplantation.


Subject(s)
Carcinoma, Hepatocellular/therapy , Chemical and Drug Induced Liver Injury/etiology , Chemoembolization, Therapeutic/adverse effects , Liver Neoplasms/therapy , Liver/drug effects , Aged , Biomarkers/blood , Carcinoma, Hepatocellular/blood , Carcinoma, Hepatocellular/mortality , Carcinoma, Hepatocellular/pathology , Chemical and Drug Induced Liver Injury/blood , Chemical and Drug Induced Liver Injury/mortality , Chemical and Drug Induced Liver Injury/surgery , Chemoembolization, Therapeutic/mortality , Female , Humans , Kaplan-Meier Estimate , Liver/metabolism , Liver/pathology , Liver/surgery , Liver Neoplasms/blood , Liver Neoplasms/mortality , Liver Neoplasms/pathology , Liver Transplantation , Male , Middle Aged , Multivariate Analysis , Odds Ratio , Retrospective Studies , Risk Assessment , Risk Factors , Time Factors , Treatment Outcome
17.
Plast Reconstr Surg ; 129(6): 901e-908e, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22634688

ABSTRACT

BACKGROUND: Neither outcome after total skin-sparing mastectomy and expander-implant reconstruction using acellular dermal matrix nor a strategy for optimal acellular dermal matrix selection criteria has been well described. METHODS: Prospective review of three patient cohorts undergoing total skin-sparing mastectomy with preservation of the nipple-areola complex and immediate expander-implant reconstruction from 2006 to 2010 was performed. Cohort 1 (no acellular dermal matrix) comprised 90 cases in which acellular dermal matrix was not used. Cohort 2 (consecutive acellular dermal matrix) included the next 100 consecutive cases, which all received acellular dermal matrix. Cohort 3 (selective acellular dermal matrix) consisted of the next 260 cases, in which acellular dermal matrix was selectively used based on mastectomy skin flap thickness. Complication rates were compared using chi-square analysis. RESULTS: The study included 450 cases in 288 patients. Mean follow-up was 25.5 months. Infection occurred in 27.8 percent of the no-acellular dermal matrix cases, 20 percent of the consecutive cases, and 15.8 percent of the selective cases (p = 0.04). Unplanned return to the operating room was required in 23.3, 11, and 10 percent of cases, respectively (p = 0.004). Expander-implant loss occurred in 17.8, 7, and 5 percent of cases, respectively (p = 0.001). Additional analysis of the odds ratios of developing complications after postmastectomy radiation therapy demonstrated a specific protective benefit of acellular dermal matrix in irradiated patients. CONCLUSIONS: Acellular dermal matrix use in expander-implant reconstruction after total skin-sparing mastectomy reduced major postoperative complications in this study. Maximal benefit is achieved with selected use in patients with thin mastectomy skin flaps and those receiving radiation therapy. CLINICAL QUESTION/LEVEL OF EVIDENCE: Therapeutic, III.


Subject(s)
Dermis/transplantation , Extracellular Matrix/transplantation , Mammaplasty/methods , Mastectomy , Postoperative Care/methods , Skin Transplantation/methods , Tissue Expansion/methods , Adult , Breast Neoplasms/surgery , Female , Follow-Up Studies , Humans , Middle Aged , Nipples/surgery , Prospective Studies , Quality Improvement , Surgical Flaps
18.
Breast Cancer Res Treat ; 128(3): 703-711, 2011 Aug.
Article in English | MEDLINE | ID: mdl-20842526

ABSTRACT

Macrophages, a key cell in the inflammatory cascade, have been associated with poor prognosis in cancers, including breast cancer. In this study, we investigated the relationship of a subset of macrophages-proliferating macrophages (promacs)-with clinico-pathologic characteristics of breast cancer, including tumor size, grade, stage, lymph node metastases, hormone receptor status, subtype, as well as early recurrence, and survival. This study included a discovery and validation set that was conducted at two institutions and laboratories (University of California, San Francisco and University of Chicago) using two independent cohorts of patients with breast cancer. Formalin-fixed, paraffin-embedded sections and/or tissue microarrays were double-stained with anti-CD68 (a macrophage marker) and anti-PCNA (a proliferation marker) antibodies. The presence of intratumoral promacs was significantly correlated with high grade, hormone receptor negative tumors, and a basal-like subtype. In contrast, there was no correlation between promacs and tumor size, stage, or the number of the involved lymph nodes. These findings were consistent between the two study cohorts. Finally, promac numbers were a significant predictor of recurrence and survival. In the pooled analysis, elevated promac levels were associated with a 77% increased risk of dying (P = 0.015). The presence of promacs in human breast cancer may serve as a prognostic indicator for poor outcomes and early recurrence and serve as a potential cellular target for novel therapeutic interventions.


Subject(s)
Breast Neoplasms/diagnosis , Breast Neoplasms/pathology , Macrophages/cytology , Macrophages/pathology , Adult , Aged , Breast Neoplasms/mortality , Cell Proliferation , Female , Humans , Middle Aged , Neoplasm Staging , Prognosis , Recurrence , Survival Analysis
19.
Mov Disord ; 25(2): 228-31, 2010 Jan 30.
Article in English | MEDLINE | ID: mdl-20063432

ABSTRACT

We recently found a higher rate of prolonged amphetamine exposure in patients diagnosed with Parkinson's disease (PD) than in spouse/caregiver controls. Since distinguishing features have been described in some patients with parkinsonism due to environment exposures (e.g., manganese), we sought to compare the clinical features of patients with PD with prolonged amphetamine exposure with unexposed patients with PD. Prolonged exposure was defined as a minimum of twice a week for >or=3 months, or weekly use >or=1 year. We reviewed the clinical records of patients with PD who had participated in a telephone survey of drug and environmental exposures and compared the clinical features of patients with a history of prolonged amphetamine exposure to patients who had no such exposure. Records were available for 16 of 17 (94%) patients with prior amphetamine exposure and 127 of 137 (92%) of those unexposed. Age at diagnosis was younger in the amphetamine-exposed group (49.8 +/- 8.2 years vs. 53.1 +/- 7.4 years; P < 0.05), but other features, including presenting symptoms, initial and later treatments, development of motor fluctuations, and MRI findings were similar between these groups. Because we did not detect clinical features that differentiate parkinsonism in patients with prolonged amphetamine exposure, research to determine whether amphetamine exposure is a risk factor for parkinsonism will require detailed histories of medication and recreational drug use.


Subject(s)
Amphetamine/poisoning , Dopamine Agents/poisoning , Parkinsonian Disorders/chemically induced , Adult , Amphetamine-Related Disorders/epidemiology , Amphetamine-Related Disorders/etiology , Case-Control Studies , Environmental Exposure , Female , Follow-Up Studies , Humans , Male , Medical Records , Middle Aged , Parkinsonian Disorders/epidemiology , Parkinsonian Disorders/physiopathology , Retrospective Studies , Risk Factors , Surveys and Questionnaires , Time Factors
20.
Breast Cancer Res Treat ; 119(1): 137-44, 2010 Jan.
Article in English | MEDLINE | ID: mdl-19728082

ABSTRACT

The purpose of this study is to determine the biologic impact of short-term lipophilic statin exposure on in situ and invasive breast cancer through paired tissue, blood and imaging-based biomarkers. A perioperative window trial of fluvastatin was conducted in women with a diagnosis of DCIS or stage 1 breast cancer. Patients were randomized to high dose (80 mg/day) or low dose (20 mg/day) fluvastatin for 3-6 weeks before surgery. Tissue (diagnostic core biopsy/final surgical specimen), blood, and magnetic resonance images were obtained before/after treatment. The primary endpoint was Ki-67 (proliferation) reduction. Secondary endpoints were change in cleaved caspase-3 (CC3, apoptosis), MRI tumor volume, and serum C-reactive protein (CRP, inflammation). Planned subgroup analyses compared disease grade, statin dose, and estrogen receptor status. Forty of 45 patients who enrolled completed the protocol; 29 had paired Ki-67 primary endpoint data. Proliferation of high grade tumors decreased by a median of 7.2% (P = 0.008), which was statistically greater than the 0.3% decrease for low grade tumors. Paired data for CC3 showed tumor apoptosis increased in 38%, remained stable in 41%, and decreased in 21% of subjects. More high grade tumors had an increase in apoptosis (60 vs. 13%; P = 0.015). Serum CRP did not change, but cholesterol levels were significantly lower post statin exposure (P < 0.001). Fluvastatin showed measurable biologic changes by reducing tumor proliferation and increasing apoptotic activity in high-grade, stage 0/1 breast cancer. Effects were only evident in high grade tumors. These results support further evaluation of statins as chemoprevention for ER-negative high grade breast cancers.


Subject(s)
Apoptosis , Breast Neoplasms/drug therapy , Carcinoma, Intraductal, Noninfiltrating/drug therapy , Fatty Acids, Monounsaturated/therapeutic use , Gene Expression Regulation, Neoplastic , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Indoles/therapeutic use , Adult , Aged , C-Reactive Protein/biosynthesis , Caspase 3/biosynthesis , Cell Proliferation/drug effects , Female , Fluvastatin , Humans , Ki-67 Antigen/biosynthesis , Middle Aged
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