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65 citation(s) found for "Takahashi, Naoki".

Prostate Cancer Risk Prediction Model Using Clinical and Magnetic Resonance Imaging–Related Findings: Impact of Combining Lesions’ Locations and Apparent Diffusion Coefficient Values
Froemming, Adam T. , Klug, Jason R., Korfiatis, Panagiotis , Lomas, Derek J. , Humphreys, Mitchell R. , Takahashi, Naoki , Takahashi, Hiroaki , Nakai, Hirotsugu , LeGout, Jordan D. , Dora, Chandler , Takahashi, Naoki , Takahashi, Hiroaki , Takahashi, Hiroaki , Kawashima, Akira

Mayo Clinic

Journal of Computer Assisted Tomography | November 14, 2024 | Volume: 49 | Issue: 2 | Pages: 247-257

10.1097/rct.0000000000001679 | PMID 39761466 Get It

Objectives: The aims of the study are to develop a prostate cancer risk prediction model that combines clinical and magnetic resonance imaging (MRI)–related findings and to assess the impact of adding Prostate Imaging-Reporting and Data System (PI-RADS) ≥3 lesions-level findings on its diagnostic performance. Methods: This 3-center retrospective study included prostate MRI examinations performed with clinical suspicion of clinically significant prostate cancer (csPCa) between 2018 and 2022. Pathological diagnosis within 1 year after the MRI was used to diagnose csPCa. Seven clinical, 3 patient-level MRI-related, and 4 lesion-level MRI-related findings were extracted. After feature selection, 2 logistic regression models with and without lesions-level findings were created using data from facility I and II (development cohort). The area under the receiver operating characteristic curve (AUC) between the 2 models was compared in the PI-RADS ≥3 population in the development cohort and Facility III (validation cohort) using the Delong test. Interfacility differences of the selected predictive variables were evaluated using the Kruskal-Wallis test or chi-squared test. Results: Selected lesion-level features included the peripheral zone involvement and apparent diffusion coefficient (ADC) values. The model with lesions-level findings had significantly higher AUC than the model without in 655 examinations in the development cohort (0.81 vs 0.79, respectively, P = 0.005), but not in 553 examinations in the validation cohort (0.77 vs 0.76, respectively). Large interfacility differences were seen in the ADC distribution (P < 0.001) and csPCa proportion in PI-RADS 3–5 (P < 0.001). Conclusions: Adding lesions-level findings improved the csPCa discrimination in the development but not the validation cohort. Interfacility differences impeded model generalization, including the distribution of reported ADC values and PI-RADS score-level csPCa proportion.
Imaging of Upper Tract Urothelial Carcinoma
Nakai, Hirotsugu , Takahashi, Hiroaki , Wellnitz, Clinton V., Stanton, Melissa, Takahashi, Naoki , Kawashima, Akira , Stanton, Melissa L, Kawashima, Akira , Takahashi, Naoki , Takahashi, Hiroaki

Mayo Clinic

RadioGraphics | October 31, 2024 | Volume: 44 | Issue: 11 | Pages: No page available

10.1148/rg.240056 | PMID 39480700 Get It

Multifaceted risk stratification is required for management of upper tract urothelial carcinoma, and imaging plays an important integrated role in diagnosis and management.
Progression of Intraductal Papillary Mucinous Neoplasms of the Pancreas After Liver Transplantation
Busebee, Bradley , Chin, Jerry Yung‐Lun , Mara, Kristin C. , Johnson, Brad , Takahashi, Naoki , Majumder, Shounak , Watt, Kymberly D. , Busebee, Brad , Mara, Kristin, Majumder, Shounak , Mara, Kristin C , Takahashi, Naoki , Johnson, Brad

Mayo Clinic

Clinical Transplantation | October 4, 2024 | Volume: 38 | Issue: 10 | Pages: No page available

10.1111/ctr.15431 | PMID 39365117 Get It

ABSTRACTBackgroundIntraductal papillary mucinous neoplasms (IPMNs) are the most commonly identified pancreatic cystic neoplasms. Incidentally detected IPMNs are common among liver transplant recipients. The risk of IPMN progression to pancreatic cancer in transplant recipients and the impact of immunosuppression on the risk of malignant transformation of IPMN are unclear.MethodsIn this retrospective study of consecutive liver transplant recipients across Mayo Clinic over a 13‐year period, patients were assessed for possible IPMN by automated chart review. Pancreatic cystic lesions were characterized as suspected IPMNs based on imaging criteria. Cox proportional hazards models were used to determine the association between IPMN progression (the development of cancer or worrisome features) and clinical and immunosuppression regimen characteristics.ResultsOf 146 patients with suspected IPMNs, progression occurred in 7 patients (2 cases of IPMN‐associated cancer and 5 cases of worrisome features) over an average follow‐up of 66.6 months. Immunosuppression type, medication number, and tacrolimus trough levels were not associated with IPMN progression (p > 0.05). Combined kidney and liver transplantation (p = 0.005) and pretransplant cholangiocarcinoma (p = 0.012) were associated with IPMN progression.ConclusionIPMN progression is rare after liver transplantation even over an extended follow‐up period. The findings were notable for the absence of an association between IPMN progression and immunosuppression regimen. Larger studies are needed given the low incidence.
Application of high‐density 2D receiver coil arrays for improved SNR in prostate MRI
Riederer, Stephen J. , Borisch, Eric A. , Du, Qingshuo, Froemming, Adam T. , Hulshizer, Thomas C., McGee, Kiaran P. , Robb, Fraser , Rossman, Phillip J. , Takahashi, Naoki , Riederer, Stephen J , Takahashi, Naoki , Kawashima, Akira

Mayo Clinic

Magnetic Resonance in Medicine | September 26, 2024 | Volume: 93 | Issue: 2 | Pages: 850-863

10.1002/mrm.30289 | PMID 39322985 Get It

AbstractPurposeTo study if adaptive image receive (AIR) receiver coil elements can be configured into a 2D array with high (>45% by diameter) element‐to‐element overlap, allowing improved SNR at depth (0.7–1.5× element diameter) versus conventional (20%) overlap.MethodsAn anterior array composed of twenty 10‐cm diameter elements with 45% overlap arranged into a 4 × 5 grid and a similar 3 × 7 twenty‐one‐element posterior array were constructed. SNR and g‐factor were measured in a pelvic phantom using the new high‐density (HD) arrays (41 total elements) and compared to vendor AIR‐based arrays (30 total elements) with conventional overlap. T2‐weighted fast‐spin‐echo (T2SE) images acquired using both arrays were compared in 20 subjects. SNR was estimated in vivo. Results were compared blindly by three uroradiologists using a five‐point scale. Images using the HD arrays were also compared to a set of images acquired over a range of acceleration factors (R = 2.0, 2.5, 3.0) with the conventional arrays.ResultsSNR within the phantom was on average 15% higher for R = 1.0, 1.5, and 2.0 using the HD arrays. Across the 20 subjects SNR within the prostate was 11% higher and assessed radiologically as significantly higher (p < 0.001) for the HD versus conventional arrays. At all acceleration factors the new HD arrays outperformed the conventional arrays (p ≤ 0.01), allowing increased R for similar SNR.ConclusionAIR elements can be configured into 2D arrays with high (45%) element‐to‐element overlap, consistently providing increased SNR at depth versus arrays with conventional (20%) overlap. The SNR improvement allows increased acceleration in T2SE prostate MRI.
Multiparametric MRI Scoring System of the Pancreas for the Diagnosis of Chronic Pancreatitis
Tirkes, Temel , Yadav, Dhiraj , Conwell, Darwin L. , Zhao, Xuandong, Dasyam, Anil K. , Halappa, Vivek Gowdra, Patel, Aashish, Shah, Zarine K. , Swensson, Jordan , Takahashi, Naoki , Wachsman, Ashley, Yang, Yunlong, Hart, Phil A. , Park, Walter G. , Vege, Santhi Swaroop , Topazian, Mark , Territo, Paul R. , Persohn, Scott A., Andersen, Dana K. , Fogel, Evan L. , Venkatesh, Sudhakar K , Takahashi, Naoki , Dasyam, Anil K , Venkatesh, Sudhakar K. , Li, Liang , Jennings, Kristofer , Pandol, Stephen J.

Mayo Clinic

Journal of Magnetic Resonance Imaging | September 3, 2024 | Volume: 61 | Issue: 5 | Pages: 2183-2194

10.1002/jmri.29594 | PMID 39225586 Get It

BackgroundDuctal features alone may not offer high diagnostic sensitivity or most accurate disease severity of chronic pancreatitis (CP).PurposeDiagnose CP based on multiparametric MRI and MRCP features.Study TypeProspective.PopulationBetween February 2019 and May 2021, 46 control (23 males, 49.3 ± 14.1 years), 45 suspected (20 males, 48.7 ± 12.5 years), and 46 definite (20 males, 53.7 ± 14.6 years) CP patients were enrolled at seven hospitals enrolled in the MINIMAP study. CP classification was based on imaging findings and clinical presentation.Field Strength and Sequences1.5 T. T1‐weighted (T1W) spoiled gradient echo, T1 map with variable flip angle, dual‐echo Dixon, secretin‐enhanced MRCP before and after secretin infusion.AssessmentDual‐echo fat fraction (FF), T1 relaxation time, extracellular volume (ECV), T1 signal intensity ratio of the pancreas to the spleen (T1 score), arterial‐to‐venous enhancement ratio (AVR), pancreatic tail diameter (PTD), pancreas volume, late gadolinium enhancement, pancreatic ductal elasticity (PDE), and duodenal filling grade of secretin‐enhanced MRCP were measured.Statistical TestsLogistic regression analysis generated CP‐MRI and secretin‐enhanced CP‐SMRI scores. Receiver operating characteristics analysis was used to differentiate definite CP from control. Interobserver agreement was assessed using Lin's concordance correlation coefficient.ResultsCompared to control, definite CP cohort showed significantly higher dual‐echo FF (7% vs. 11%), lower AVR (1.35 vs. 0.85), smaller PTD (2.5 cm vs. 1.95 cm), higher ECV (28% vs. 38%), and higher incidence of PDE loss (6.5% vs. 50%). With the cut‐off of >2.5 CP‐MRI score (dual‐echo FF, AVR, and PTD) and CP‐SMRI score (dual‐echo FF, AVR, PTD, and PDE) had cross‐validated area under the curves of 0.84 (sensitivity 87%, specificity 68%) and 0.86 (sensitivity 89%, specificity 67%), respectively. Interobserver agreement for both CP‐MRI and CP‐SMRI scores was 0.74.ConclusionThe CP‐MRI and CP‐SMRI scores yielded acceptable performance and interobserver agreement for the diagnosis of CP.Evidence Level1Technical EfficacyStage 2
Fully Automated Deep Learning Model to Detect Clinically Significant Prostate Cancer at MRI
Cai, Jason , Nakai, Hirotsugu , Kuanar, Shiba , Froemming, Adam T. , Bolan, Candice W. , Kawashima, Akira , Takahashi, Hiroaki , Mynderse, Lance A. , Humphreys, Mitchell R. , Korfiatis, Panagiotis , Bratt, Alex , Takahashi, Naoki , Dora, Chandler D , Humphreys, Mitchell R , Korffiatis, Panagiotis , Rouzrokh, Pouria , Bratt, Alex , Conte, Gian Marco , Erickson, Bradley J , Takahashi, Naoki , Kawashima, Akira , Takahashi, Hiroaki , Dora, Chandler , Rouzrokh, Pouria , Erickson, Bradley J.

Mayo Clinic

Radiology | August 6, 2024 | Volume: 312 | Issue: 2 | Pages: No page available

10.1148/radiol.232635 | PMID 39105640 Get It

The performance of a deep learning model was not different from that of radiologists in the detection of clinically significant prostate cancer at MRI, and gradient-weighted class activation maps localized the tumor.
Long-Term Outcomes and Risk of Pancreatic Cancer in Intraductal Papillary Mucinous Neoplasms
Fuente, Jaime de la , Lui, Jacob , Nehra, Avinash , Bell, Matthew G. , Lennon, Ryan J. , Kassmeyer, Blake , Nagayama, Hiroki , Schulte, Phillip J. , Delgado, Adriana, Vege, Santhi Swaroop , Takahashi, Naoki , Majumder, Shounak , Kassmeyer, Blake A., Delgado, Adriana M, Majumder, Shounak , Takahashi, Naoki , Chatterjee, Arjun , Graham, Rondell P. , Doering, Karen A. , Chari, Suresh T.

Mayo Clinic

JAMA Network Open | October 17, 2023 | Volume: 6 | Issue: 10 | Pages: e2337799

10.1001/jamanetworkopen.2023.37799 | PMID 37847503 Get It

ImportanceIntraductal papillary mucinous neoplasms (IPMNs) are pancreatic cysts that can give rise to pancreatic cancer (PC). Limited population data exist on their prevalence, natural history, or risk of malignant transformation (IPMN-PC).ObjectiveTo fill knowledge gaps in epidemiology of IPMNs and associated PC risk by estimating population prevalence of IPMNs, associated PC risk, and proportion of IPMN-PC.Design, Setting, and Participants: This retrospective cohort study was conducted in Olmsted County, Minnesota. Using the Rochester Epidemiology Project (REP), patients aged 50 years and older with abdominal computed tomography (CT) scans between 2000 and 2015 were randomly selected (CT cohort). All patients from the REP with PC between 2000 and 2019 were also selected (PC cohort). Data were analyzed from November 2021 through August 2023.Main outcomes and MeasuresCIs for PC incidence estimates were calculated using exact methods with the Poisson distribution. Cox models were used to estimate age, sex, and stage–adjusted hazard ratios for time-to-event end points.ResultsThe CT cohort included 2114 patients (1140 females [53.9%]; mean [SD] age, 68.6 [12.1] years). IPMNs were identified in 231 patients (10.9%; 95% CI, 9.7%-12.3%), most of which were branch duct (210 branch-duct [90.9%], 16 main-duct [6.9%], and 5 mixed [2.2%] IPMNs). There were 5 Fukuoka high-risk (F-HR) IPMNs (2.2%), 39 worrisome (F-W) IPMNs (16.9%), and 187 negative (F-N) IPMNs (81.0%). After a median (IQR) follow-up of 12.0 (8.1-15.3) years, 4 patients developed PC (2 patients in F-HR and 2 patients in F-N groups). The PC incidence rate per 100 person years for F-HR IPMNs was 34.06 incidents (95% CI, 4.12-123.02 incidents) and not significantly different for patients with F-N IPMNs compared with patients without IPMNs (0.16 patients; 95% CI, 0.02-0.57 patients vs 0.11 patients; 95% CI, 0.06-0.17 patients; P = .62). The PC cohort included 320 patients (155 females [48.4%]; mean [SD] age, 72.0 [12.3] years), and 9.8% (95% CI, 7.0%-13.7%) had IPMN-PC. Compared with 284 patients with non-IPMN PC, 31 patients with IPMN-PC were older (mean [SD] age, 76.9 [9.2] vs 71.3 [12.5] years; P = .02) and more likely to undergo surgical resection (14 patients [45.2%] vs 60 patients [21.1%]; P = .003) and more-frequently had nonmetastatic PC at diagnosis (20 patients [64.5%] vs 130 patients [46.8%]; P = .047). Patients with IPMN-PC had better survival (adjusted hazard ratio, 0.62; 95% CI, 0.40-0.94; P = .03) than patients with non-IPMN PC.Conclusions and RelevanceIn this study, CTs identified IPMNs in approximately 10% of patients aged 50 years or older. PC risk in patients with F-N IPMNs was low and not different compared with patients without IPMNs; approximately 10% of patients with PC had IPMN-PC, and they had better survival compared with patients with non-IPMN PC.
A Rare Cause of Abdominal Pain: Erdheim-Chester Disease
Chatterjee, Arjun , Fuente, Jaime de la , Majumder, Shounak , Majumder, Shounak , Rech, Karen L. , Takahashi, Naoki

Mayo Clinic

ACG Case Reports Journal | June 7, 2023 | Volume: 10 | Issue: 6 | Pages: e01049

10.14309/crj.0000000000001049 | PMID 37305802 Get It

ABSTRACT A 65-year-old man presented with hematuria, night sweats, nausea, intermittent nonbloody diarrhea, and abdominal pain. Computed tomography angiogram with enterography showed retroperitoneal fibrosis surrounding both kidneys and ureters without any evidence of vascular obstruction or hydronephrosis. Laparoscopic biopsy demonstrated fibroadipose tissue involved by a subtle histiocytic infiltrate in a background of marked fibrosis, scattered lymphocytes, and plasma cells. The histiocytes strongly expressed CD163, Factor XIIIa, and BRAF V600E . He was diagnosed with Erdheim-Chester disease, a rare histiocytic neoplasm uncommonly presenting with gastroenterological manifestations.
Muscle loss during cancer therapy is associated with poor outcomes in advanced ovarian cancer
Polen-De, Clarissa , Fadadu, Priyal , Weaver, Amy L. , McGree, Michaela E. , Moynagh, Michael R., Takahashi, Naoki , Jatoi, Aminah , Cliby, William A. , Kumar, Amanika , Moynagh, Michael, Jatoi, Aminah , Cliby, William, Kumar, Amanika , Takahashi, Naoki , Giri, Smith , LeBrasseur, Nathan K. , Williams, Grant R.

Mayo Clinic

JNCI Monographs | February 18, 2023 | Volume: 2023 | Issue: 61 | Pages: 43-48

10.1093/jncimonographs/lgad007 | PMID 37139982 Get It

Abstract Data evaluating change in body composition during treatment of advanced cancer are limited. Here we evaluated computed tomography (CT)–based changes in muscle mass during treatment for advanced ovarian cancer (OC) and association with outcomes. We analyzed the preoperative and posttreatment skeletal muscle index (SMI), skeletal muscle area normalized for height of 109 patients with advanced OC who underwent primary surgery and platinum-based chemotherapy from 2006 to 2016. Based on an SMI less than 39 cm2/m2, 54.1% of patients were never sarcopenic, 24.8% were sarcopenic on both CT scans, and 21.1% were newly sarcopenic upon treatment completion. Patients who lost muscle during treatment had the worst survival of the 3 groups identified: median survival 2.6 years vs 4.6 years if sarcopenic on both CT scans and 4.8 years if never sarcopenic. Loss of muscle portends a poor prognosis among patients with OC. Additional research is needed to better understand and best mitigate these changes.