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1.
Oncologist ; 2024 Sep 30.
Article in English | MEDLINE | ID: mdl-39349396

ABSTRACT

BACKGROUND: The landscape of small cell lung cancer (SCLC) has changed since the 2019 and 2020 approvals of anti-PD-L1 atezolizumab and durvalumab for first-line (1L) treatment in combination with chemotherapy. We studied treatment patterns and real-world overall survival (rwOS) following 1L-3L therapy. PATIENTS AND METHODS: A nationwide electronic health record (EHR)-derived de-identified database was used to describe treatment patterns, characteristics, and survival of patients with extensive-stage (ES)-SCLC by 1L anti-PD-L1 treatment. Patients with ES-SCLC who initiated ≥1 line of systemic therapy from 2013 to 2021, with potential follow-up through 2022, were included. RESULTS: Among 9952 patients with SCLC, there were 4308 patients with ES-SCLC treated during the study period who met eligibility criteria. Etoposide + platinum (EP) chemotherapy was most common in the 1L, with addition of anti-PD-L1 therapy to most regimens by 2019. Second-line regimens varied by platinum sensitivity status and shifted from topotecan to lurbinectedin over time. Median rwOS following 1L therapy was 8.3 months (95% CI, 7.9-8.8) in those treated with 1L anti-PD-L1 and 8.0 months (95% CI, 7.8-8.2) in those who were not. Following 2L and 3L, median rwOS was 5.6 (95% CI, 4.9-6.3) and 4.9 months (95% CI, 3.4-6.0), respectively, among 1L anti-PD-L1-treated, and 4.5 (95% CI, 4.2-4.9) and 4.0 months (95% CI, 3.7-4.5), respectively, among those who were not. CONCLUSION: Despite the introduction of frontline anti-PD-L1 therapy, survival remains dismal among patients with ES-SCLC treated in the real-world setting.

2.
Eur J Haematol ; 106(5): 662-672, 2021 May.
Article in English | MEDLINE | ID: mdl-33544940

ABSTRACT

OBJECTIVES: To estimate the risk of thrombocytopenia in various cancers and chemotherapy regimens. METHODS: Structured patient-level data from the Flatiron Health Electronic Health Record database were used to identify adult patients who received chemotherapy for a solid tumor or hematologic malignancy from 2012 to 2017. Three-month cumulative incidence of thrombocytopenia was assessed based on platelet counts, overall and by grade of thrombocytopenia. Co-occurrence of anemia, neutropenia, and leukopenia was evaluated. RESULTS: Of 15,521 patients with solid tumors, 13% had thrombocytopenia within 3 months (platelet count < 100 × 109 /L); 4% had grade 3 (25 to < 50 × 109 /L), and 2% grade 4 (<25 × 109 /L) thrombocytopenia. Of 2537 patients with hematologic malignancies, 28% had any thrombocytopenia, 16% with grade 3, and 12% with grade 4. Among patients with thrombocytopenia, it occurred without another cytopenia in 18% of solid tumors and 7% of hematologic malignancies. CONCLUSIONS: In a large, US-representative sample of patients undergoing chemotherapy in clinical practice, thrombocytopenia incidence varied across tumor and regimen types. Despite recommendations to alter chemotherapy to avoid severe thrombocytopenia, 4% of patients with solid tumors and 16% with hematologic malignancies experienced grade 3 thrombocytopenia. Prediction and prevention of thrombocytopenia may help oncologists avoid dose modifications and their adverse effects on survival.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/adverse effects , Hematologic Neoplasms/complications , Hematologic Neoplasms/epidemiology , Neoplasms/complications , Neoplasms/epidemiology , Thrombocytopenia/epidemiology , Thrombocytopenia/etiology , Aged , Aged, 80 and over , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Biomarkers , Disease Susceptibility , Female , Hematologic Neoplasms/drug therapy , Humans , Incidence , Male , Middle Aged , Neoplasms/drug therapy , Public Health Surveillance , Retrospective Studies , Thrombocytopenia/diagnosis , Time Factors , United States/epidemiology
3.
Magn Reson Med ; 84(5): 2376-2388, 2020 11.
Article in English | MEDLINE | ID: mdl-32301164

ABSTRACT

PURPOSE: To develop an MR multitasking-based multidimensional assessment of cardiovascular system (MT-MACS) with electrocardiography-free and navigator-free data acquisition for a comprehensive evaluation of thoracic aortic diseases. METHODS: The MT-MACS technique adopts a low-rank tensor image model with a cardiac time dimension for phase-resolved cine imaging and a T2 -prepared inversion-recovery dimension for multicontrast assessment. Twelve healthy subjects and 2 patients with thoracic aortic diseases were recruited for the study at 3 T, and both qualitative (image quality score) and quantitative (contrast-to-noise ratio between lumen and wall, lumen and wall area, and aortic strain index) analyses were performed in all healthy subjects. The overall image quality was scored based on a 4-point scale: 3, excellent; 2, good; 1, fair; and 0, poor. Statistical analysis was used to test the measurement agreement between MT-MACS and its corresponding 2D references. RESULTS: The MT-MACS images reconstructed from acquisitions as short as 6 minutes demonstrated good or excellent image quality for bright-blood (2.58 ± 0.46), dark-blood (2.58 ± 0.50), and gray-blood (2.17 ± 0.53) contrast weightings, respectively. The contrast-to-noise ratios for the three weightings were 49.2 ± 12.8, 20.0 ± 5.8 and 2.8 ± 1.8, respectively. There were good agreements in the lumen and wall area (intraclass correlation coefficient = 0.993, P < .001 for lumen; intraclass correlation coefficient = 0.969, P < .001 for wall area) and strain (intraclass correlation coefficient = 0.947, P < .001) between MT-MACS and conventional 2D sequences. CONCLUSION: The MT-MACS technique provides high-quality, multidimensional images for a comprehensive assessment of the thoracic aorta. Technical feasibility was demonstrated in healthy subjects and patients with thoracic aortic diseases. Further clinical validation is warranted.


Subject(s)
Aorta, Thoracic , Aortic Diseases , Aorta, Thoracic/diagnostic imaging , Aortic Diseases/diagnostic imaging , Feasibility Studies , Humans , Magnetic Resonance Spectroscopy , Reproducibility of Results
4.
Platelets ; 31(3): 307-314, 2020.
Article in English | MEDLINE | ID: mdl-31271328

ABSTRACT

Immune thrombocytopenia (ITP) is the most common bleeding disorder diagnosed in children. Characterized by low platelet counts, it leads to reduced clotting abilities and an increased tendency to bleed. The disorder in children is often self-limiting. However, approximately 25% of children develop persistent or chronic ITP, and bleeding associated with thrombocytopenia can be life-threatening. The current incidence of ITP in the US and the characterization of the illness among children being managed in routine clinical practice are sparsely reported. This retrospective cohort study leveraged a large US-based commercial claims database to estimate the current incidence of pediatric ITP, the uptake of ITP treatments, and the occurrence of clinical outcomes of interest. Overall, the incidence of ITP in patients <18 years was 8.8 (95% confidence interval; 8.5-9.1) per 100,000 person-years from 2011 to 2016. Within two years of ITP onset, >31% of patients received IVIg and/or oral corticosteroids. Other ITP therapies were less common. During this same time period, 50% had at least one bleeding event (ecchymosis, epistaxis, gastrointestinal hemorrhage, etc.), 24% were hospitalized for a bleeding event, and 62% had at least one ITP-related hospitalization. The majority of patients experiencing these events did so within the first month following ITP onset. Our findings confirm the rarity of ITP and relatively low likelihood of chronic disease in young patients, but reveal that for a significant proportion of patients in the newly diagnosed phase, clinical consequences can be serious. Further study of improved treatment methods throughout the disease course is warranted.


Subject(s)
Cost of Illness , Purpura, Thrombocytopenic, Idiopathic/epidemiology , Adolescent , Child , Child, Preschool , Female , Hemorrhage/epidemiology , Hemorrhage/etiology , Humans , Incidence , Infant , Male , Public Health Surveillance , Purpura, Thrombocytopenic, Idiopathic/diagnosis , Retrospective Studies , United States/epidemiology
5.
Int J Audiol ; 59(10): 772-779, 2020 10.
Article in English | MEDLINE | ID: mdl-32293926

ABSTRACT

Objective: To identify clinical audiometric patterns of hearing loss following blast-related injury (BRI) in US military personnel.Design: Retrospective cohort study.Study sample: A total of 1186 male Navy and Marine Corps service members with normal hearing thresholds on pre-injury audiograms who had post-injury audiograms in the Blast-Related Auditory Injury Database.Results: Low- and high-frequency pure-tone averages (PTAs) were significantly higher in those with BRI than non-blast-related injury (NBRI) for both ears (p < 0.001 for all comparisons). Overall, 172 (15%) service members met criteria for post-injury hearing loss and were categorised into PTA or single-frequency hearing loss subgroups. PTA hearing loss was more common in the BRI group (50% vs. 33%, p < 0.036), whereas single-frequency hearing loss was more common in the NBRI group. Most hearing loss was mild to moderate in degree, and three distinct audiometric patterns emerged (i.e. flat, sloping and rising). A flat pattern was the most prevalent configuration among those with PTA hearing loss, especially bilateral loss. Single-frequency hearing loss was mostly unilateral and high frequency.Conclusions: In this study, BRI produced hearing loss across test frequencies, generating more clinically actionable post-injury audiograms than NBRI. We found that post-injury audiometric patterns of hearing loss among military personnel may vary.


Subject(s)
Hearing Loss , Military Personnel , Audiometry , Audiometry, Pure-Tone , Auditory Threshold , Hearing Loss/diagnosis , Hearing Loss/epidemiology , Hearing Loss/etiology , Humans , Male , Retrospective Studies
6.
Magn Reson Med ; 81(4): 2450-2463, 2019 04.
Article in English | MEDLINE | ID: mdl-30450749

ABSTRACT

PURPOSE: To evaluate the accuracy and repeatability of a free-breathing, non-electrocardiogram (ECG), continuous myocardial T1 and extracellular volume (ECV) mapping technique adapted from the Multitasking framework. METHODS: The Multitasking framework is adapted to quantify both myocardial native T1 and ECV with a free-breathing, non-ECG, continuous acquisition T1 mapping method. We acquire interleaved high-spatial resolution image data and high-temporal resolution auxiliary data following inversion-recovery pulses at set intervals and perform low-rank tensor imaging to reconstruct images at 344 inversion times, 20 cardiac phases, and 6 respiratory phases. The accuracy and repeatability of Multitasking T1 mapping in generating native T1 and ECV maps are compared with conventional techniques in a phantom, a simulation, 12 healthy subjects, and 10 acute myocardial infarction patients. RESULTS: In phantoms, Multitasking T1 mapping correlated strongly with the gold-standard spin-echo inversion recovery (R2 = 0.99). A simulation study demonstrated that Multitasking T1 mapping has similar myocardial sharpness to the fully sampled ground truth. In vivo native T1 and ECV values from Multitasking T1 mapping agree well with conventional MOLLI values and show good repeatability for native T1 and ECV mapping for 60 seconds, 30 seconds, or 15 seconds of data. Multitasking native T1 and ECV in myocardial infarction patients correlate positively with values from MOLLI. CONCLUSION: Multitasking T1 mapping can quantify native T1 and ECV in the myocardium with free-breathing, non-ECG, continuous scans with good image quality and good repeatability in vivo in healthy subjects, and correlation with MOLLI T1 and ECV in acute myocardial infarction patients.


Subject(s)
Cardiovascular System/diagnostic imaging , Heart/diagnostic imaging , Magnetic Resonance Imaging , Myocardial Infarction/diagnostic imaging , Myocardium/pathology , Respiration , Adult , Computer Simulation , Contrast Media , Electrocardiography , Female , Healthy Volunteers , Humans , Image Interpretation, Computer-Assisted/methods , Image Processing, Computer-Assisted , Male , Middle Aged , Models, Statistical , Motion , Phantoms, Imaging , Predictive Value of Tests , Prospective Studies , Reproducibility of Results
7.
Am J Epidemiol ; 187(1): 7-15, 2018 01 01.
Article in English | MEDLINE | ID: mdl-29309519

ABSTRACT

Exposure to hazardous intensity levels of combat noise, such as blast, may compromise a person's ability to detect and recognize sounds and communicate effectively. There is little previous examination of the onset of hearing health outcomes following exposure to blast in representative samples of deployed US military personnel. Data from the prospective Blast-Related Auditory Injury Database were analyzed. We included only those participants with qualified hearing tests within a period of 12 months prior to, and following, injury (n = 1,574). After adjustment for relevant covariates and potential confounders, those who sustained a blast injury had significantly higher odds of postinjury hearing loss (odds ratio = 2.21; 95% confidence interval: 1.42, 3.44), low-frequency hearing loss (odds ratio = 1.95; 95% confidence interval: 1.01, 3.78), high-frequency hearing loss (odds ratio = 2.45; 95% confidence interval: 1.43, 4.20), and significant threshold shift compared with a group with non-blast-related injury. An estimated 49% of risk for hearing loss in these blast-injured, deployed military members could be attributed to the blast-related injury event. This study reinforced that it is imperative to identify at-risk populations for early intervention and prevention, as well as to consistently monitor the effects of blast injury on hearing outcomes.


Subject(s)
Blast Injuries/complications , Hearing Loss/epidemiology , Military Personnel/statistics & numerical data , Occupational Diseases/epidemiology , Adult , Databases, Factual , Hearing Loss/etiology , Humans , Male , Occupational Diseases/etiology , Prospective Studies , United States/epidemiology , Young Adult
8.
Magn Reson Med ; 80(4): 1352-1363, 2018 10.
Article in English | MEDLINE | ID: mdl-29845651

ABSTRACT

PURPOSE: There is an increased interest to determine the exchange rate using CEST to provide pH information. However, current CEST quantification methods require lengthy scan times and do not address magnetization transfer effects. The purpose of this work was to apply the magnetic resonance fingerprinting (MRF) concept to CEST to achieve more efficient and accurate exchange rate quantification. METHODS: The proposed CEST fingerprinting method used varying saturation powers and saturation times to create unique signal evolutions for different exchange rates. The acquired signal was matched to a predefined dictionary to determine the exchange rate. The magnetization transfer effects were also addressed in the framework of CEST fingerprinting: The simulated dictionary could predict the signal curves without magnetization transfer effects, and comparing the dictionary to the acquired signals allowed the correction of the magnetization transfer effects. The CEST fingerprinting method was compared with the conventional pulsed quantitative CEST method using omega plots in the creatine phantom study. RESULTS: The CEST fingerprinting method has a significantly reduced scan time (10 minutes versus 50 minutes) while providing more accurate exchange rate quantification using literature values as the reference. CONCLUSION: In this study, we demonstrate that CEST fingerprinting is more efficient (5 times faster) compared with pulsed quantitative CEST. It is also shown that the results of the proposed CEST fingerprinting technique are much closer to the literature values than pulsed quantitative CEST at 3 T.


Subject(s)
Magnetic Resonance Imaging/methods , Signal Processing, Computer-Assisted , Computer Simulation , Creatine/analysis , Creatine/chemistry , Hydrogen-Ion Concentration , Phantoms, Imaging , Protons
9.
J Cardiovasc Magn Reson ; 19(1): 95, 2017 Nov 30.
Article in English | MEDLINE | ID: mdl-29191206

ABSTRACT

BACKGROUND: Previous studies have linked cardiac dysfunction to loss of metabolites in the creatine kinase system. Chemical exchange saturation transfer (CEST) is a promising metabolic cardiovascular magnetic resonance (CMR) imaging technique and has been applied in the heart for creatine mapping. However, current limitations include: (a) long scan time, (b) residual cardiac and respiratory motion, and (c) B0 field variations induced by respiratory motion. An improved CEST CMR technique was developed to address these problems. METHODS: Animals with chronic myocardial infarction (N = 15) were scanned using the proposed CEST CMR technique and a late gadolinium enhancement (LGE)  sequence as reference. The major improvements of the CEST CMR technique are: (a) Images were acquired by single-shot FLASH, significantly increasing the scan efficiency. (b) All images were registered to reduce the residual motion. (c) The acquired Z-spectrum was analyzed using 3-pool-model Lorentzian-line fitting to generate CEST signal, reducing the impact of B0 field shifting due to respiratory motion. Feasibility of the technique was tested in a porcine model with chronic myocardial infarction. CEST signal was measured in the scar, border zone and remote myocardium. Initial studies were performed in one patient. RESULTS: In all animals, healthy remote myocardial CEST signal was elevated (0.16 ± 0.02) compared to infarct CEST signal (0.09 ± 0.02, P < 0.001) and the border zone (0.12 ± 0.02, P < 0.001). For both animal and patient studies, the hypointense regions in the CEST contrast maps closely match the bright areas in the LGE images. CONCLUSIONS: The proposed CEST CMR technique was developed to address long scan times, respiratory and cardiac motion, and B0 field variations. Lower CEST signal in bright region of the LGE image is consistent with the fact that myocardial infarction has reduced metabolic activity.


Subject(s)
Cicatrix/diagnostic imaging , Energy Metabolism , Magnetic Resonance Imaging, Cine/methods , Myocardial Infarction/diagnostic imaging , Myocardium/metabolism , Animals , Biomarkers/metabolism , Case-Control Studies , Cicatrix/metabolism , Cicatrix/pathology , Contrast Media/administration & dosage , Creatine/metabolism , Creatine Kinase/metabolism , Disease Models, Animal , Feasibility Studies , Humans , Myocardial Infarction/metabolism , Myocardial Infarction/pathology , Myocardium/pathology , Organometallic Compounds/administration & dosage , Predictive Value of Tests , Swine , Swine, Miniature , Time Factors , Workflow
10.
J Magn Reson Imaging ; 40(1): 119-25, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24105717

ABSTRACT

PURPOSE: To compare two late gadolinium enhancement (LGE) cardiovascular magnetic resonance (CMR) methods: a Dixon LGE sequence with sequential phase-encoding order, reconstructed using water-fat separation, and standard fat-saturated LGE. MATERIALS AND METHODS: We implemented a dual-echo Dixon LGE method for reconstructing water-only images and compared it to fat-saturated LGE in 12 patients prior to their first pulmonary vein isolation (PVI) procedure. Images were analyzed for quality and fat-suppression. Regions of the left atrium were evaluated by a blinded observer (1 = prominent enhancement, 0 = mild or absent enhancement) on two sets of images (fat-saturated and water-only LGE) and agreement was assessed. RESULTS: Water-only LGE showed a trend toward better fat-suppression (P = 0.06), with a significantly more homogeneous blood pool signal and reduced inflow artifacts (both P < 0.01). Agreement between fat-saturated LGE and water-only methods was found in 84% of regions, significantly correlated by chi-squared test (P < 0.001). The kappa value was 0.52 (moderate). The average number of enhancing segments was higher for fat-saturated LGE than water-only LGE (4.2 ± 2.7 vs. 3.2 ± 2.9, P = 0.03). CONCLUSION: The two-point Dixon LGE technique reduces artifacts due to a centric k-space order. A similar enhancement pattern was observed irrespective of the LGE technique, with more enhancement detected by fat-saturated LGE.


Subject(s)
Adipose Tissue/pathology , Atrial Fibrillation/pathology , Body Water/cytology , Gadolinium , Magnetic Resonance Imaging/methods , Myocardial Stunning/pathology , Subtraction Technique , Algorithms , Atrial Fibrillation/complications , Contrast Media , Female , Heart Atria/pathology , Humans , Image Enhancement/methods , Image Interpretation, Computer-Assisted/methods , Male , Middle Aged , Myocardial Stunning/etiology , Preoperative Care , Pulmonary Veins/surgery , Reproducibility of Results , Sensitivity and Specificity , Signal Processing, Computer-Assisted
11.
Circ Cardiovasc Imaging ; 17(2): e016090, 2024 02.
Article in English | MEDLINE | ID: mdl-38377242

ABSTRACT

BACKGROUND: Cardiovascular magnetic resonance (CMR) reference values are relied upon to accurately diagnose left ventricular (LV) and right ventricular (RV) pathologies. To date, reference values have been derived from modest sample sizes with limited patient diversity and attention to 1 but not both commonly used tracing techniques for papillary muscles and trabeculations. We sought to overcome these limitations by meta-analyzing normal reference values for CMR parameters stemming from multiple countries, vendors, analysts, and patient populations. METHODS: We comprehensively extracted published and unpublished data from studies reporting CMR parameters in healthy adults. A steady-state free-precession short-axis stack at 1.5T or 3T was used to trace either counting the papillary muscles and trabeculations in the LV volume or mass. We used a novel Bayesian hierarchical meta-analysis model to derive the pooled lower and upper reference values for each CMR parameter. Our model accounted for the expected differences between tracing techniques by including informative prior distributions from a large external data set. RESULTS: A total of 254 studies from 25 different countries were systematically reviewed, representing 12 812 healthy adults, of which 52 were meta-analyzed. For LV parameters counting papillary muscles and trabeculations in the LV volume, pooled normative reference ranges in men and women, respectively, were as follows: LV ejection fraction of 52% to 73% and 54% to 75%, LV end-diastolic volume index of 60 to 109 and 56 to 96 mL/m2, LV end-systolic volume index of 18 to 45 and 16 to 38 mL/m2, and LV mass index of 41 to 76 and 33 to 57 g/m2. For LV parameters counting papillary muscles and trabeculations in the LV mass, pooled normative reference ranges in men and women, respectively, were as follows: LV ejection fraction of 57% to 74% and 57% to 75%, LV end-diastolic volume index of 60 to 97 and 55 to 88 mL/m2, LV end-systolic volume index of 18 to 37 and 15 to 34 mL/m2, and LV mass index of 50 to 83 and 38 to 65 g/m2. For RV parameters, pooled normative reference ranges in men and women, respectively, were as follows: RV ejection fraction of 47% to 68% and 49% to 71%, RV end-diastolic volume index of 64 to 115 and 57 to 99 mL/m2, RV end-systolic volume index of 23 to 52 and 18 to 42 mL/m2, and RV mass index of 14 to 29 and 13 to 25 g/m2. CONCLUSIONS: Our Bayesian hierarchical meta-analysis provides normative reference values for CMR parameters of LV and RV size, systolic function, and mass, encompassing both tracing techniques across a diverse multinational sample of healthy men and women.


Subject(s)
Heart Ventricles , Ventricular Function, Left , Adult , Male , Humans , Female , Reference Values , Bayes Theorem , Heart Ventricles/diagnostic imaging , Stroke Volume , Papillary Muscles , Magnetic Resonance Spectroscopy , Magnetic Resonance Imaging, Cine , Reproducibility of Results
12.
Magn Reson Med ; 70(5): 1332-9, 2013 Nov.
Article in English | MEDLINE | ID: mdl-23233381

ABSTRACT

PURPOSE: To develop and evaluate a technique that uses the k-space lines rejected by prospective respiratory navigator (NAV) to improve the signal-to-noise ratio (SNR) without increasing the scan time. METHODS: In conventional image reconstruction, the motion-corrupted k-space lines rejected by the NAV are not used. In this study, a set of translational motion parameters for the NAV-rejected lines and a phase-corrected average for the k-space line are estimated jointly using a maximum-likelihood approach and the information from the corresponding accepted k-space lines. Left coronary artery images were acquired in 10 healthy adult subjects, and the proposed approach incorporating the NAV-rejected lines was compared with the conventional dataset with NAV-accepted lines only, as well as a simple average of all k-space lines, in terms of SNR, normalized vessel sharpness and qualitative image scores on a four-point scale (1 = poor, 4 = excellent). Late gadolinium enhancement images of the left atrium were also acquired in 21 patients with atrial fibrillation pre- or post-pulmonary vein isolation. Images reconstructed with the proposed, conventional, and simple averaging methods were compared in terms of SNR, and subjective image quality on a four-point scale. RESULTS: For coronary MRI, there was a significant improvement in SNR with the proposed technique, but no significant difference in normalized vessel sharpness or qualitative image scores were observed with respect to the conventional method. Simple averaging resulted in an SNR gain, but significant loss in vessel sharpness and image quality. For late gadolinium enhancement, there was a significant increase in SNR, but no significant differences were observed in subjective image quality scores between the proposed and conventional methods. There was an SNR gain, but image quality loss for simple averaging, when compared with the conventional technique. In both coronary MRI and late gadolinium enhancement, the SNR gain of the proposed method was not significantly different than the maximum theoretical SNR gain. CONCLUSION: The proposed technique improves SNR using the additional information from NAV-rejected k-space lines, while providing similar image quality to standard reconstruction using motion-free k-space data only, with no increase in scan time.


Subject(s)
Atrial Fibrillation/pathology , Heart Atria/pathology , Image Enhancement/methods , Image Interpretation, Computer-Assisted/methods , Imaging, Three-Dimensional/methods , Magnetic Resonance Imaging, Cine/methods , Respiratory-Gated Imaging Techniques/methods , Adult , Algorithms , Atrial Fibrillation/surgery , Female , Heart Atria/surgery , Humans , Male , Middle Aged , Reproducibility of Results , Sensitivity and Specificity , Signal-To-Noise Ratio , Treatment Outcome
13.
J Magn Reson Imaging ; 38(5): 1210-4, 2013 Nov.
Article in English | MEDLINE | ID: mdl-23197465

ABSTRACT

PURPOSE: To compare bellows-gated late gadolinium enhancement (LGE) with standard navigator-gated (NAV-gated) LGE for left atrial (LA) imaging, to eliminate the inflow artifacts associated with NAV-gating. MATERIALS AND METHODS: Eleven subjects, including six patients with atrial fibrillation (AF), were imaged with a 3D free-breathing NAV-gated and bellows-gated LGE. Motion compensation was compared by blinded grading of image sharpness and motion ghosting (0 = worst, 2 = best). Inflow artifacts in the right inferior pulmonary vein (RIPV) and right superior PV (RSPV) were characterized on the same scale (0 = none, 2 = prominent). In patients, each PV was divided into four quadrants circumferentially in order to assess agreement about scar presence on both image sets. RESULTS: Respiratory compensation was not different (1.7 ± 0.5 vs. 1.6 ± 0.5, sharpness, 1.6 ± 0.5 vs. 1.6 ± 0.5, ghosting, P = NS) for bellows- and NAV-gated images. For NAV-gated LGE, inflow artifacts were more prominent in the RSPV than the RIPV (1.2 ± 0.8 vs. 0.7 ± 0.5, P = 0.046). Visually, inflow artifacts both obscured and mimicked the true scar. Disagreement on the presence of scar was found in 18% of the assessed quadrants, with 25% disagreement for RSPV quadrants (P = 0.01). CONCLUSION: Bellows-gated LGE provides similar respiratory compensation as NAV-gating, without inflow artifacts, leading to improved assessment of scar presence.


Subject(s)
Atrial Fibrillation/pathology , Gadolinium DTPA , Heart Atria/pathology , Image Enhancement/methods , Magnetic Resonance Imaging, Cine/methods , Respiratory-Gated Imaging Techniques/methods , Contrast Media , Female , Humans , Male , Middle Aged , Reproducibility of Results , Sensitivity and Specificity
14.
J Magn Reson Imaging ; 37(2): 484-90, 2013 Feb.
Article in English | MEDLINE | ID: mdl-22927327

ABSTRACT

PURPOSE: To develop an improved chemical shift-based water-fat separation sequence using a water-selective inversion pulse for inversion recovery 3D contrast-enhanced cardiac magnetic resonance imaging (MRI). MATERIALS AND METHODS: In inversion recovery sequences the fat signal is substantially reduced due to the application of a nonselective inversion pulse. Therefore, for simultaneous visualization of water, fat, and myocardial enhancement in inversion recovery-based sequences such as late gadolinium enhancement imaging, two separate scans are used. To overcome this, the nonselective inversion pulse is replaced with a water-selective inversion pulse. Imaging was performed in phantoms, nine healthy subjects, and nine patients with suspected arrhythmogenic right ventricular cardiomyopathy plus one patient for tumor/mass imaging. In patients, images with conventional turbo-spin echo (TSE) with and without fat saturation were acquired prior to contrast injection for fat assessment. Subjective image scores (1 = poor, 4 = excellent) were used for image assessment. RESULTS: Phantom experiments showed a fat signal-to-noise ratio (SNR) increase between 1.7 to 5.9 times for inversion times of 150 and 300 msec, respectively. The water-selective inversion pulse retains the fat signal in contrast-enhanced cardiac MR, allowing improved visualization of fat in the water-fat separated images of healthy subjects with a score of 3.7 ± 0.6. Patient images acquired with the proposed sequence were scored higher when compared with a TSE sequence (3.5 ± 0.7 vs. 2.2 ± 0.5, P < 0.05). CONCLUSION: The water-selective inversion pulse retains the fat signal in inversion recovery-based contrast-enhanced cardiac MR, allowing simultaneous visualization of water and fat.


Subject(s)
Adipose Tissue/anatomy & histology , Algorithms , Image Enhancement/methods , Image Interpretation, Computer-Assisted/methods , Magnetic Resonance Imaging, Cine/methods , Water/analysis , Humans , Magnetic Resonance Imaging, Cine/instrumentation , Phantoms, Imaging , Reproducibility of Results , Sensitivity and Specificity
15.
J Cardiovasc Magn Reson ; 15: 31, 2013 Apr 10.
Article in English | MEDLINE | ID: mdl-23574733

ABSTRACT

BACKGROUND: Despite the survival benefit of implantable-cardioverter-defibrillators (ICDs), the vast majority of patients receiving an ICD for primary prevention do not receive ICD therapy. We sought to assess the role of heterogeneous scar area (HSA) identified by late gadolinium enhancement cardiovascular magnetic resonance (LGE-CMR) in predicting appropriate ICD therapy for primary prevention of sudden cardiac death (SCD). METHODS: From September 2003 to March 2011, all patients who underwent primary prevention ICD implantation and had a pre-implantation LGE-CMR were identified. Scar size was determined using thresholds of 4 and 6 standard deviations (SD) above remote normal myocardium; HSA was defined using 3 different criteria; as the region between 2 SD and 4 SD (HSA2-4SD), between 2SD and 6SD (HSA2-6SD), and between 4SD and 6SD (HSA4-6SD). The end-point was appropriate ICD therapy. RESULTS: Out of 40 total patients followed for 25 ± 24 months, 7 had appropriate ICD therapy. Scar size measured by different thresholds was similar in ICD therapy and non-ICD therapy groups (P = NS for all). However, HSA2-4SD and HSA4-6SD were significantly larger in the ICD therapy group (P = 0.001 and P = 0.03, respectively). In multivariable model HSA2-4SD was the only significant independent predictor of ICD therapy (HR = 1.08, 95%CI: 1.00-1.16, P = 0.04). Kaplan-Meier analysis showed that patients with greater HSA2-4SD had a lower survival free of appropriate ICD therapy (P = 0.026). CONCLUSIONS: In primary prevention ICD implantation, LGE-CMR HSA identifies patients with appropriate ICD therapy. If confirmed in larger series, HSA can be used for risk stratification in primary prevention of SCD.


Subject(s)
Arrhythmias, Cardiac/therapy , Cicatrix/complications , Death, Sudden, Cardiac/prevention & control , Defibrillators, Implantable , Electric Countershock/instrumentation , Magnetic Resonance Imaging , Myocardium/pathology , Primary Prevention/instrumentation , Aged , Arrhythmias, Cardiac/etiology , Arrhythmias, Cardiac/mortality , Arrhythmias, Cardiac/physiopathology , Cicatrix/pathology , Cicatrix/physiopathology , Death, Sudden, Cardiac/etiology , Disease-Free Survival , Female , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Patient Selection , Predictive Value of Tests , Primary Prevention/methods , Proportional Hazards Models , Prosthesis Design , Prosthesis Failure , Retrospective Studies , Risk Factors , Stroke Volume , Time Factors , Treatment Outcome , Ventricular Function, Left
16.
Magn Reson Med ; 68(6): 1866-75, 2012 Dec.
Article in English | MEDLINE | ID: mdl-22367715

ABSTRACT

A respiratory navigator with a fixed acceptance gating window is commonly used to reduce respiratory motion artifacts in cardiac MR. This approach prolongs the scan time and occasionally yields an incomplete dataset due to respiratory drifts. To address this issue, we propose an adaptive gating window approach in which the size and position of the gating window are changed adaptively during the acquisition based on the individual's breathing pattern. The adaptive gating window tracks the breathing pattern of the subject throughout the scan and adapts the size and position of the gating window such that the gating efficiency is always fixed at a constant value. To investigate the image quality and acquisition time, free breathing cardiac MRI, including both targeted coronary MRI and late gadolinium enhancement imaging, was performed in 67 subjects using the proposed navigator technique. Targeted coronary MRI was acquired from eleven healthy adult subjects using both the conventional and proposed adaptive gating window techniques. Fifty-six patients referred for cardiac MRI were also imaged using late gadolinium enhancement with the proposed adaptive gating window technique. Subjective and objective image assessments were used to evaluate the proposed method. The results demonstrate that the proposed technique allows free-breathing cardiac MRI in a relatively fixed time without compromising imaging quality due to respiratory motion artifacts.


Subject(s)
Artifacts , Gadolinium DTPA , Heart Diseases/diagnosis , Image Enhancement/methods , Image Interpretation, Computer-Assisted/methods , Magnetic Resonance Imaging, Cine/methods , Respiratory-Gated Imaging Techniques/methods , Adult , Algorithms , Breath Holding , Contrast Media , Female , Humans , Male , Middle Aged , Motion , Reproducibility of Results , Sensitivity and Specificity
17.
Adv Ther ; 39(6): 2778-2795, 2022 06.
Article in English | MEDLINE | ID: mdl-35430673

ABSTRACT

INTRODUCTION: Patients diagnosed with cancer have an increased risk both for myelodysplastic syndromes (MDS) and for acute myeloid leukemia (AML) following treatment. METHODS: Using SEER-Medicare data, we selected patients aged 66 years and older who completed systemic therapy between 2002 and 2014 for breast (stage I-III), lung (stage I-III), or prostate (stage I-IV) cancer. For each cancer, we estimated the risk of a composite endpoint of MDS or AML in patients receiving granulocyte colony-stimulating factor (G-CSF) vs. not. RESULTS: The 10-year cumulative risk difference (granulocyte colony-stimulating factor [G-CSF] - no G-CSF) for MDS-AML was 0.45% (95% CI 0.13-0.77%) in breast cancer and 0.39% (95% CI 0.15-0.62%) in lung cancer. G-CSF use was associated with a hazard ratio of 1.60 (95% CI 1.07-2.40) in breast cancer and 1.50 (95% CI 0.99-2.29) in lung cancer. Filgrastim use was associated with a hazard ratio of 1.01 (95% CI 1.00-1.03) per administration in breast cancer and 1.02 (95% CI 0.99-1.05) per administration in lung cancer. Pegfilgrastim was associated with a hazard ratio of 1.08 (95% CI 1.01-1.15) per administration in breast cancer and 1.12 (95% CI 1.00-1.25) per administration in lung cancer. Analyses in prostate cancer were limited because of the low number of events. CONCLUSIONS: The use of G-CSF in patients diagnosed with breast and lung cancer is associated with an increased risk of MDS-AML. However, the MDS-AML absolute risk difference is very low.


Subject(s)
Breast Neoplasms , Leukemia, Myeloid, Acute , Lung Neoplasms , Myelodysplastic Syndromes , Prostatic Neoplasms , Aged , Granulocyte Colony-Stimulating Factor/adverse effects , Humans , Leukemia, Myeloid, Acute/drug therapy , Lung , Male , Medicare , Myelodysplastic Syndromes/complications , United States/epidemiology
18.
Clin Colorectal Cancer ; 20(2): 170-176, 2021 06.
Article in English | MEDLINE | ID: mdl-33281065

ABSTRACT

INTRODUCTION: Chemotherapy-induced thrombocytopenia (CIT) contributes to treatment dose delay and/or modification, often resulting in poorer survival and disease progression. We explored the incidence and clinical consequences of CIT among metastatic colorectal cancer (mCRC) patients. MATERIALS AND METHODS: Data from two prospective randomized phase 3 trials of mCRC patients receiving either first-line FOLFOX4 (fluorouracil, leucovorin, oxaliplatin) or second-line FOLFIRI (fluorouracil, leucovorin, irinotecan) were analyzed. Thrombocytopenia was defined by platelet count < 100 × 109/L (further categorized by grade) and by recorded adverse events (AEs). Co-occurrence of anemia (hemoglobin < 12 g/dL) and neutropenia (neutrophil count < 2 × 109/L) and clinical consequences of CIT were also evaluated. RESULTS: Among 1078 mCRC patients in the FOLFOX4 study, cumulative incidence of CIT based on platelet count was 37% (grade 3, 2%; grade 4, 1%) during an average 8 months' follow-up. Neutropenia or anemia were absent in 44% of CIT episodes; 62% of CIT AEs led to chemotherapy dose delay, change, and/or discontinuation. Among 1067 mCRC patients in the FOLFIRI study, cumulative incidence of CIT based on platelet count was 4% (grade 3, < 1%; grade 4, 0) during an average 4 months' follow-up. Neutropenia or anemia were absent in 22% of CIT episodes; 32% of CIT AEs led to chemotherapy dose delay, change, and/or discontinuation. With both regimens, transfusions and hospitalizations after CIT AEs were rare (< 3%). CONCLUSION: CIT was common among mCRC patients receiving the FOLFOX4 regimen. The most frequent consequence of CIT was a delay in chemotherapy, highlighting the unmet need in CIT management.


Subject(s)
Antineoplastic Agents/adverse effects , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Colorectal Neoplasms/drug therapy , Thrombocytopenia/chemically induced , Aged , Anemia/chemically induced , Antineoplastic Agents/administration & dosage , Antineoplastic Combined Chemotherapy Protocols/administration & dosage , Colorectal Neoplasms/pathology , Humans , Male , Middle Aged , Neoplasm Metastasis , Prospective Studies , Randomized Controlled Trials as Topic , Thrombocytopenia/drug therapy
19.
Leuk Lymphoma ; 60(13): 3235-3243, 2019 12.
Article in English | MEDLINE | ID: mdl-31185769

ABSTRACT

To describe temporal trends in treatment among older adult (≥66 years) patients diagnosed with diffuse large B-cell lymphoma (DLBCL), we analyzed 18,058 DLBCL patients from the Surveillance, Epidemiology, and End Results linked Medicare (SEER-Medicare) database diagnosed between 2001 and 2013. Among 65% of patients receiving treatment after diagnosis, R-CHOP (Rituximab, Cyclophosphamide, Doxorubicin, Vincristine, Prednisone) was the most common frontline therapy, increasing with more recent treatment year: 51% (2001-2003) vs. 69% (2010-2014). Autologous and allogeneic hematopoietic stem cell transplantation (HSCT) was uncommon in these Medicare patients. As the addition of rituximab increased over time, we also observed an improved survival rate over time. It is possible there is an association, but we cannot make this inference as effectiveness was not measured in this study. Overall survival estimates indicated that survival probabilities steadily improved in more recent years; however, 5-year survival was <40%, indicating the need for improved treatment options for older adult DLBCL patients.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Hematopoietic Stem Cell Transplantation/trends , Lymphoma, Large B-Cell, Diffuse/therapy , Aged , Aged, 80 and over , Cyclophosphamide/therapeutic use , Doxorubicin/therapeutic use , Female , Hematopoietic Stem Cell Transplantation/statistics & numerical data , Humans , Lymphoma, Large B-Cell, Diffuse/mortality , Male , Medicare/statistics & numerical data , Prednisone/therapeutic use , Retrospective Studies , Rituximab/therapeutic use , SEER Program/statistics & numerical data , Survival Rate/trends , Time Factors , Transplantation, Autologous/statistics & numerical data , Transplantation, Autologous/trends , Transplantation, Homologous/statistics & numerical data , Transplantation, Homologous/trends , Treatment Outcome , United States/epidemiology , Vincristine/therapeutic use
20.
Med Image Comput Comput Assist Interv ; 11765: 495-504, 2019 Oct.
Article in English | MEDLINE | ID: mdl-31723946

ABSTRACT

High spatiotemporal resolution dynamic magnetic resonance imaging (MRI) is a powerful clinical tool for imaging moving structures as well as to reveal and quantify other physical and physiological dynamics. The low speed of MRI necessitates acceleration methods such as deep learning reconstruction from under-sampled data. However, the massive size of many dynamic MRI problems prevents deep learning networks from directly exploiting global temporal relationships. In this work, we show that by applying deep neural networks inside a priori calculated temporal feature spaces, we enable deep learning reconstruction with global temporal modeling even for image sequences with >40,000 frames. One proposed variation of our approach using dilated multi-level Densely Connected Network (mDCN) speeds up feature space coordinate calculation by 3000x compared to conventional iterative methods, from 20 minutes to 0.39 seconds. Thus, the combination of low-rank tensor and deep learning models not only makes large-scale dynamic MRI feasible but also practical for routine clinical application.

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