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1.
Sci Rep ; 13(1): 16237, 2023 09 27.
Article in English | MEDLINE | ID: mdl-37758782

ABSTRACT

Radical cystectomy is a gold-standard treatment for muscle-invasive bladder cancer. We recently introduced robot-assisted radical cystectomy (RARC) with perioperative enhanced recovery after surgery (ERAS). The medical records of patients with bladder cancer who underwent open radical cystectomy (ORC) or RARC/ERAS at NTT Medical Center Tokyo were retrospectively reviewed to compare the surgical outcomes, hospital stay, and medical costs between groups. Multidisciplinary full ERAS items were provided for the RARC/ERAS group. The median estimated blood losses in the ORC and RARC/ERAS groups were 650 and 100 mL, and the median operative times were 312 and 445 min, respectively. In addition, the median times to liquid food intake in these groups were 6 and 0 days, the median times to first flatus and first defecation were 2 and 1 day, and 3 and 1.5 days, respectively. The rates of postoperative ileus in the ORC and RARC/ERAS groups were 27.5% and 4.5%, and the median postoperative hospital stays was 26.5 and 12 days, respectively. Medical costs excluding surgery were significantly lower in the RARC/ERAS group. In conclusion, RARC/ERAS represents a safe treatment option for muscle-invasive bladder cancer with decreased perioperative complications and lower medical costs.


Subject(s)
Enhanced Recovery After Surgery , Robotics , Urinary Bladder Neoplasms , Humans , Cystectomy/adverse effects , Retrospective Studies , Urinary Bladder Neoplasms/surgery
2.
Sci Rep ; 12(1): 7224, 2022 05 04.
Article in English | MEDLINE | ID: mdl-35508670

ABSTRACT

Recent effective therapies enable most rheumatoid arthritis (RA) patients to achieve remission; however, some patients experience relapse. We aimed to predict relapse in RA patients through machine learning (ML) using data on ultrasound (US) examination and blood test. Overall, 210 patients with RA in remission at baseline were dichotomized into remission (n = 150) and relapse (n = 60) based on the disease activity at 2-year follow-up. Three ML classifiers [Logistic Regression, Random Forest, and extreme gradient boosting (XGBoost)] and data on 73 features (14 US examination data, 54 blood test data, and five data on patient information) at baseline were used for predicting relapse. The best performance was obtained using the XGBoost classifier (area under the receiver operator characteristic curve (AUC) = 0.747), compared with Random Forest and Logistic Regression (AUC = 0.719 and 0.701, respectively). In the XGBoost classifier prediction, ten important features, including wrist/metatarsophalangeal superb microvascular imaging scores, were selected using the recursive feature elimination method. The performance was superior to that predicted by researcher-selected features, which are conventional prognostic markers. These results suggest that ML can provide an accurate prediction of relapse in RA patients, and the use of predictive algorithms may facilitate personalized treatment options.


Subject(s)
Arthritis, Rheumatoid , Arthritis, Rheumatoid/diagnostic imaging , Hematologic Tests , Humans , Logistic Models , Machine Learning , Recurrence
3.
Mod Rheumatol ; 32(1): 127-135, 2022 Jan 05.
Article in English | MEDLINE | ID: mdl-33851898

ABSTRACT

OBJECTIVES: We aimed to clarify the clinical implication of ultrasound (US)-detected foot joint inflammation in tightly controlled patients with rheumatoid arthritis (RA). METHODS: We evaluated bilateral foot joints (second to fifth metatarsophalangeal joints of forefoot; tarsometatarsal, cuneonavicular and midtarsal joints of midfoot) of 430 RA patients for synovitis using Power Doppler (PD) imaging by US. We made a cross-sectional and a 3-year longitudinal analysis about the associations of US-detected synovitis with clinical, laboratory and radiographic data as well as foot-specific outcomes using a self-administered foot evaluation questionnaire (SAFE-Q). RESULTS: The US-detected foot synovitis was seen in 28% of patients. The US-detected synovitis was closely related to 28 joint-disease activity score (DAS28) more in the forefoot than in the midfoot, while related to joint destruction in both. Multiple regression analyses showed significant associations between midfoot PD positivity and SAFE-Q in the remission group. SAFE-Q was worsened after the 3-year interval, but PD positivity at baseline did not contribute to the changes. On the other hand, destruction of the joints with US-detected synovitis significantly progressed in 3 years than with not. CONCLUSIONS: US-detected synovitis on foot joints were related to systemic inflammation, clinical symptoms, and future joint destruction with region specificity.


Subject(s)
Arthritis, Rheumatoid , Synovitis , Arthritis, Rheumatoid/complications , Arthritis, Rheumatoid/diagnostic imaging , Cross-Sectional Studies , Humans , Inflammation , Severity of Illness Index , Synovitis/complications , Synovitis/diagnostic imaging , Ultrasonography , Ultrasonography, Doppler/methods
4.
J Med Ultrason (2001) ; 48(3): 353-359, 2021 Jul.
Article in English | MEDLINE | ID: mdl-34014426

ABSTRACT

PURPOSE: This study aimed to evaluate the positive rate and prognostic significance of superb microvascular imaging (SMI) in rheumatoid arthritis (RA) patients in remission with normal C-reactive protein (CRP) levels and erythrocyte sedimentation rates (ESR). METHODS: The study enrolled 112 RA patients, and ultrasound (US) assessment was performed on 28 joints of each patient. RESULTS: The SMI signal-positive rates for each joint were: metacarpophalangeal (MCP) joints: 20.5%, wrist joints: 43.8%, metatarsophalangeal (MTP) joints: 17.0%, and other foot joints: 25.0%. Investigation of the prognostic significance of the SMI signal in each joint revealed that only in the MTP joints was the total score of the SMI signal in the patients with relapse significantly higher than that in the patients with remission (P = 0.01). Comparison of the receiver operating characteristics curves for predicting relapse showed that the area under the curve (AUC) of the MTP joints was the highest (AUC = 0.66) of the investigated joints. The optimal threshold for the total MTP SMI score was 1 (accuracy = 83.3%). Positive/negative data of the SMI signal in the MTP joints were not significantly associated with the values of conventional disease activity markers. CONCLUSION: In RA patients in remission with normal CRP and ESR levels, the percentage of positive SMI signal was highest in the wrist joints. However, the accuracy of the SMI signal for predicting relapse was greatest for the MTP joints, suggesting that US assessment of the MTP joints by SMI is useful for predicting relapse in these patients.


Subject(s)
Arthritis, Rheumatoid , Arthritis, Rheumatoid/diagnostic imaging , Blood Sedimentation , C-Reactive Protein , Humans , Prognosis , Wrist Joint/diagnostic imaging
5.
Mod Rheumatol ; 31(2): 334-342, 2021 Mar.
Article in English | MEDLINE | ID: mdl-32243209

ABSTRACT

OBJECTIVE: Although recent clinical trials showed that ultrasound (US) remission is not required to achieve good outcomes at the group level, it currently remains unclear whether the prognosis of individual patients in clinical remission, but not US remission, i.e. those with subclinical sonographic synovitis (SSS), is favorable. However, it is no longer acceptable to perform US on all patients in order to identify those with SSS. Therefore, the present study was initiated to elucidate the conditions under which SSS is frequently detected. METHODS: In total, 563 consecutive RA patients were recruited. Bilateral 2-5 MCP, wrist, ankle, and 2-5 MTP joints were scanned by US, and Gray scale and Power Doppler (PD) images were scored semi-quantitatively. Clinical data were obtained by physicians who were blind to US results. Changes in the modified Total Sharp Score (mTSS) of tocilizumab (TCZ) users were calculated. RESULTS: A total of 402 patients were included. SSS was more frequently detected in patients with more severe joint deformity, even if they were in remission. In contrast, a high Patient Global Assessment of Disease (PtGA) did not reflect SSS. Furthermore, the relationship between PtGA and PD scores was weak. Although the frequency of SSS was high in TCZ user, the presence of SSS in TCZ users not always results in the progression of mTSS. CONCLUSIONS: While remission is overestimated in patients with severe joint deformity, underestimations may occur in those who do not fulfill remission criteria because of a high PtGA.


Subject(s)
Arthritis, Rheumatoid/diagnostic imaging , Synovitis/diagnostic imaging , Ultrasonography, Doppler/methods , Adult , Aged , Ankle Joint/diagnostic imaging , Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/drug therapy , Arthritis, Rheumatoid/pathology , Disease Progression , Female , Humans , Male , Middle Aged , Remission Induction , Synovitis/drug therapy , Synovitis/pathology , Ultrasonography, Doppler/standards , Wrist Joint/diagnostic imaging
6.
J Med Ultrason (2001) ; 47(1): 131-138, 2020 Jan.
Article in English | MEDLINE | ID: mdl-31555946

ABSTRACT

PURPOSE: Ultrasound is commonly used to assess the degree of synovitis in patients with rheumatoid arthritis (RA); however, it is unclear which joints are optimal for evaluating and predicting recurrence and remission. PATIENTS AND METHODS: In 293 RA patients enrolled in the KURAMA cohort, 28 joints were assessed by ultrasound. RESULTS: Results from patients in remission in both 2015 and 2017 (Group 1, n = 152) were compared with those from patients in remission in 2015 and non-remission in 2017 (Group 2, n = 60). The SMI scores for total (3.1 vs. 6.3, P = 0.004), MCP2-5 (1.1 vs. 2.4, P = 0.03), wrist (0.9 vs. 2.1, P = 0.0003), MTP2-5 (0.4 vs. 1.0, P = 0.03), and Lisfranc joints (0.07 vs. 0.25, P = 0.04) were significantly higher for Group 2. When those in non-remission in 2015 and remission in 2017 (Group 3, n = 27) were compared with those in remission in 2015 and non-remission in both 2015 and 2017 (Group 4, n = 54), the GS-SMI combined score (3.0 vs. 5.0, P = 0.04) and SMI score (1.5 vs. 2.9, P = 0.04) for MCP2-5 joints were significantly higher for Group 4. Multivariate logistic regression analysis identified "wrist SMI score ≧ 1" as an independent prognostic factor for recurrence (odds ratio 3.08, P = 0.001) and "MCP2-5 GS-SMI combined score ≦ 4" as an independent prognostic factor for remission (odds ratio 3.25, P = 0.048). CONCLUSION: We identified the optimal joint cut-off scores for predicting recurrence and remission in RA patients. Risk-stratification therapy based on the ultrasound scores may improve outcome and quality of life for patients with RA.


Subject(s)
Arthritis, Rheumatoid/diagnostic imaging , Adult , Aged , Cohort Studies , Female , Humans , Logistic Models , Middle Aged , Odds Ratio , Quality of Life , Recurrence , Ultrasonography , Wrist Joint/diagnostic imaging
7.
Biosci Biotechnol Biochem ; 66(3): 660-2, 2002 Mar.
Article in English | MEDLINE | ID: mdl-12005066

ABSTRACT

Both enantiomers (3 and 4) of dimethyl cis-(4-acetoxycyclopent-2-enyl)malonate (3), known intermediates for the synthesis of epijasmonate, were prepared in an enantio-enriched form from common starting material 2 based on desymmetrization of the meso-character by palladium-catalyzed asymmetric allylic alkylation.


Subject(s)
Cyclopentanes/chemistry , Malonates/chemistry , Plant Growth Regulators/chemistry , Alkylation , Catalysis , Indicators and Reagents , Ligands , Magnetic Resonance Spectroscopy , Palladium , Spectrophotometry, Infrared , Stereoisomerism
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