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1.
Eur Urol Open Sci ; 62: 36-42, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38585211

ABSTRACT

Background and objective: Prostate cancer, the most common cancer among men worldwide, has significant impact on quality of life. Supportive care needs for those affected by prostate cancer are not well understood. This study aims to describe patient-reported unmet needs and explore supportive care priorities of men treated for prostate cancer. Methods: A cross-sectional survey was distributed to all men who had accessed prostate cancer services (including surgical, radiation, and medical oncology treatment modalities) at a tertiary hospital. The survey included qualitative questions exploring patient experience and a validated patient-reported outcome measure (Supportive Care Needs Survey Short Form 34). Clinical information was collected. Analyses included, descriptive statistics, multivariate logistic regression models and qualitative analyses using a framework method. Key findings and limitations: A total of 162 participants provided survey data. Domains about information, self-management, and sexual function were the highest ranked items with unmet needs. A qualitative analysis also identified "relationships", "information", and "the value of hindsight" constructs. Participants who identified three or more unmet needs expressed treatment regret (odds ratio 5.92, 1.98-22.23, p = 0.01). Conclusions and clinical implications: Understanding the unmet needs of patients may better inform supportive care interventions that address what is important to patients. Importantly, participants valued relationships. There may be opportunities to better meet the needs of patients by improving access to information and self-management resources, particularly around sexuality. Further research is warranted. Patient summary: Prostate cancer and its treatment impacts are not well understood. Prioritisation of relationships and improving access to information and self-management resources are important. Further attention to prostate cancer supportive care in clinical practice is needed.

2.
Eur Urol Focus ; 2024 Jan 08.
Article in English | MEDLINE | ID: mdl-38195354

ABSTRACT

BACKGROUND: Accurate primary staging of renal cancer with conventional imaging is challenging. Prostate-specific membrane antigen (PSMA) positron emission tomography/computed tomography (PET/CT) may serve to improve the accuracy of renal cancer staging. OBJECTIVE: To determine clinicopathological and management differences for primary renal cancer staged with PSMA PET/CT in comparison to conventional imaging. DESIGN, SETTING, AND PARTICIPANTS: We conducted a retrospective cohort study of PSMA PET/CT scans performed for primary staging of renal cancer and incidental renal lesions at three sites in Brisbane, Australia between June 2015 and June 2020. Clinical characteristics, imaging, and histopathology were reviewed. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: Clinicopathological and management differences according to staging modality (PSMA PET/CT, conventional imaging) were assessed. Descriptive statistics were used to report demographics and clinical parameters. Nonparametric methods were used for statistical analysis. Fisher's exact test was used for comparison of small-cell size categorical variables. RESULTS AND LIMITATIONS: From a total of 120 PSMA PET/CT scans, 61 were included (52 staging, 9 incidental) for predominantly males (74%) with a mean age of 65.1 yr (standard deviation 12.0). Most primary lesions (40/51) were clear-cell renal cell carcinoma (ccRCC; 98% PSMA-avid), eight were non-ccRCC (75% PSMA-avid), and three were non-RCC (oncocytoma; 67% PSMA-avid). PSMA PET identified a greater number of presumed metastatic lesions than conventional imaging (195 vs 160). A management change was observed for 32% of patients (20% major, 12% minor). Limitations include the retrospective design and selection bias, lack of blinding to PSMA reporting, and the use of different PSMA radiotracers. CONCLUSIONS: PSMA PET/CT detected more metastases than conventional imaging and most renal cancers were PSMA-avid, resulting in a management change for one-third of the patients. PATIENT SUMMARY: We looked at a newer type of scan called PSMA PET/CT for first staging of kidney cancer. We found that this detects more metastasis and helps in decisions on changes in treatment for some patients. This type of imaging is a useful addition to conventional scans in tricky cases and may help in better selection of suitable treatments, but more studies are required.

3.
Eur J Nucl Med Mol Imaging ; 51(1): 295-303, 2023 12.
Article in English | MEDLINE | ID: mdl-37592084

ABSTRACT

PURPOSE: There is an emerging role of the use of Prostate-Specific Membrane Antigen (PSMA) Positron Emission Tomography (PET) in renal cell carcinoma. Herein, we report our experience in use of PSMA PET in recurrent or metastatic renal cell carcinoma (RCC). METHODS: A retrospective analysis of all patients who underwent PSMA PET for suspected recurrent or de-novo metastatic RCC between 2015 and 2020 at three institutions was performed. The primary outcome was change in management (intensification or de-intensification) following PSMA PET scan. Secondary outcomes included histopathological correlation of PSMA avid sites, comparison of sites of disease on PSMA PET to diagnostic CT and time to systemic treatment.


Subject(s)
Carcinoma, Renal Cell , Kidney Neoplasms , Prostatic Neoplasms , Male , Humans , Carcinoma, Renal Cell/diagnostic imaging , Carcinoma, Renal Cell/therapy , Carcinoma, Renal Cell/pathology , Prostate/pathology , Retrospective Studies , Kidney Neoplasms/diagnostic imaging , Kidney Neoplasms/therapy , Kidney Neoplasms/pathology , Positron Emission Tomography Computed Tomography/methods , Positron-Emission Tomography , Prostate-Specific Antigen/metabolism , Prostatic Neoplasms/diagnostic imaging , Prostatic Neoplasms/therapy , Prostatic Neoplasms/pathology , Gallium Radioisotopes
4.
Inorg Chem ; 62(5): 2359-2375, 2023 Feb 06.
Article in English | MEDLINE | ID: mdl-36693077

ABSTRACT

Eleven 2,2'-bipyridine (bpy) ligands functionalized with attachment groups for covalent immobilization on silicon surfaces were prepared. Five of the ligands feature silatrane functional groups for attachment to metal oxide coatings on the silicon surfaces, while six contain either alkene or alkyne functional groups for attachment to hydrogen-terminated silicon surfaces. The bpy ligands were coordinated to Re(CO)5Cl to form complexes of the type Re(bpy)(CO)3Cl, which are related to known catalysts for CO2 reduction. Six of the new complexes were characterized using X-ray crystallography. As proof of principle, four molecular Re complexes were immobilized on either a thin layer of TiO2 on silicon or hydrogen-terminated silicon. The surface-immobilized complexes were characterized using X-ray photoelectron spectroscopy, IR spectroscopy, and cyclic voltammetry (CV) in the dark and for one representative example in the light. The CO stretching frequencies of the attached complexes were similar to those of the pure molecular complexes, but the CVs were less analogous. For two of the complexes, comparison of the electrocatalytic CO2 reduction performance showed lower CO Faradaic efficiencies for the immobilized complexes than the same complex in solution under similar conditions. In particular, a complex containing a silatrane linked to bpy with an amide linker showed poor catalytic performance and control experiments suggest that amide linkers in conjugation with a redox-active ligand are not stable under highly reducing conditions and alkyl linkers are more stable. A conclusion of this work is that understanding the behavior of molecular Re catalysts attached to semiconducting silicon is more complicated than related complexes, which have previously been immobilized on metallic electrodes.

5.
Proc Natl Acad Sci U S A ; 119(47): e2206625119, 2022 11 22.
Article in English | MEDLINE | ID: mdl-36375061

ABSTRACT

We analyze the knowledge acquired by AlphaZero, a neural network engine that learns chess solely by playing against itself yet becomes capable of outperforming human chess players. Although the system trains without access to human games or guidance, it appears to learn concepts analogous to those used by human chess players. We provide two lines of evidence. Linear probes applied to AlphaZero's internal state enable us to quantify when and where such concepts are represented in the network. We also describe a behavioral analysis of opening play, including qualitative commentary by a former world chess champion.


Subject(s)
Neural Networks, Computer , Recreation , Humans , Learning
6.
J Am Chem Soc ; 144(19): 8641-8648, 2022 05 18.
Article in English | MEDLINE | ID: mdl-35507510

ABSTRACT

Prior in situ attenuated total reflectance Fourier transform infrared (ATR-FTIR) studies of electrochemical CO2 reduction catalyzed by Au, one of the most selective and active electrocatalysts to produce CO from CO2, suggest that the reaction proceeds solely on the top sites of the Au surface. This finding is worth updating with an improved spectroelectrochemical system where in situ IR measurements can be performed under real reaction conditions that yield high CO selectivity. Herein, we report the preparation of an Au-coated Si ATR crystal electrode with both high catalytic activity for CO2 reduction and strong surface enhancement of IR signals validated in the same spectroelectrochemical cell, which allows us to probe the adsorption and desorption behavior of bridge-bonded *CO species (*COB). We find that the Au surface restructures irreversibly to give an increased number of bridge sites for CO adsorption within the initial tens of seconds of CO2 reduction. By studying the potential-dependent desorption kinetics of *COB and quantifying the steady-state surface concentration of *COB under reaction conditions, we further show that *COB are active reaction intermediates for CO2 reduction to CO on this Au electrode. At medium overpotential, as high as 38% of the reaction occurs on the bridge sites.


Subject(s)
Carbon Dioxide , Adsorption , Carbon Dioxide/chemistry , Catalysis , Electrodes , Oxidation-Reduction
7.
Urol Oncol ; 40(6): 276.e1-276.e9, 2022 06.
Article in English | MEDLINE | ID: mdl-35466037

ABSTRACT

INTRODUCTION: Venous tumor thrombus (TT) occurs as part of the natural history of renal cell carcinoma (RCC) local progression in a small minority of cases. MRI is currently the most accurate imaging modality for determining TT extent. PSMA PET/CT may improve RCC staging and IVC TT characterization. The objective of this study was to investigate the role of PSMA PET/CT in defining superior extent of TT in RCC and TT IVC tributary vessel spread, with comparative accuracy vs. MRI, to assess suitability for resection and inform preoperative surgical planning. METHODS: Patients who underwent PSMA PET/CT for assessment of renal malignancy with TT from 2015 to 2020 at 3 tertiary hospitals in Brisbane, Australia, were retrospectively identified. TT extent was classified using Mayo Clinic levels and compared according to imaging modality. RESULTS: Fourteen patients were included, all of which were clear cell RCC. Ten patients also underwent MRI, 6 of which were concordant in extent according to MRI and PSMA PET. Discordant extent occurred in 4 patients, of which 2 patients had non-PSMA avid thrombus (Mayo level 0 and level 3 on MRI). Further discordance was seen in a patient with adrenal vein and lumbar vein TT only seen on MRI and PSMA PET/CT, respectively. Finally, discordant extent was seen in another patient with Mayo level 4 TT without lumbar vein involvement on MRI vs. level 3 on PSMA PET/CT with lumbar vein involvement. CONCLUSIONS: PSMA PET/CT can provide additional information about TT extent in RCC which may not be seen on MRI. Additional information from PSMA PET/CT in this setting may assist surgical planning, in addition to detection of metastatic disease.


Subject(s)
Carcinoma, Renal Cell , Kidney Neoplasms , Prostatic Neoplasms , Thrombosis , Carcinoma, Renal Cell/diagnostic imaging , Carcinoma, Renal Cell/pathology , Female , Humans , Kidney Neoplasms/diagnostic imaging , Kidney Neoplasms/pathology , Kidney Neoplasms/surgery , Male , Positron Emission Tomography Computed Tomography/methods , Prostate/pathology , Prostatic Neoplasms/diagnostic imaging , Prostatic Neoplasms/pathology , Prostatic Neoplasms/surgery , Retrospective Studies , Thrombosis/diagnostic imaging
8.
Chem Sci ; 13(5): 1469-1477, 2022 Feb 02.
Article in English | MEDLINE | ID: mdl-35222931

ABSTRACT

α-Diimines are commonly used as supporting ligands for a variety of transition metal-catalyzed processes, most notably in α-olefin polymerization. They are also precursors to valuable synthetic targets, such as chiral 1,2-diamines. Their synthesis is usually performed through acid-catalyzed condensation of amines with α-diketones. Despite the simplicity of this approach, accessing unsymmetrical α-diimines is challenging. Herein, we report the Ti-mediated intermolecular diimination of alkynes to afford a variety of symmetrical and unsymmetrical α-diimines through the reaction of diazatitanacyclohexadiene intermediates with C-nitrosos. These diazatitanacycles can be readily accessed in situ via the multicomponent coupling of Ti[triple bond, length as m-dash]NR imidos with alkynes and nitriles. The formation of α-diimines is achieved through formal [4 + 2]-cycloaddition of the C-nitroso to the Ti and γ-carbon of the diazatitanacyclohexadiene followed by two subsequent cycloreversion steps to eliminate nitrile and afford the α-diimine and a Ti oxo.

9.
Urol Oncol ; 40(2): 66.e1-66.e9, 2022 02.
Article in English | MEDLINE | ID: mdl-34895817

ABSTRACT

PURPOSE: The objective of this study was to perform an intra-individual dual tracer comparison of Fluorodeoxyglucose (FDG) and Prostate Specific Membrane Antigen (PSMA) computed tomography (CT)/Positron Emission Tomography (PET) against standard of care (SOC) imaging for the characterisation, staging and restaging of renal cell carcinoma (RCC). METHODS: A multicentre retrospective cohort study was performed at 3 major tertiary referral institutions in Brisbane, Australia between 2015 and 2020. All patients who underwent both PSMA and FDG PET/CT following SOC imaging for investigation of RCC were identified. Clinical details, imaging characteristics and histopathology were collected prior to univariate statistical analysis. RESULTS: Eleven patients who underwent dual tracer PET/CT were included. Mean age was 65.5 years (SD 8.8). Most patients were male (64%) with clear cell morphology (91%). The indication for dual tracer PET was staging (36%) and restaging after radical/partial nephrectomy (64%). Primary tumour assessment showed mixed avidity patterns (concordant 40%, discordant favouring PSMA 20%, and FDG 40%). Metastatic disease assessment showed concordant avidity in 6 patients (55%), concordant negative in 3 (27%), and discordant uptake favouring PSMA. PET outperformed SOC imaging for assessment of metastatic disease in 5 patients (45%) and equivalent for the remainder. A change in management was noted in three cases (27%). CONCLUSION: Dual tracer FDG and PSMA PET/CT for assessment of primary and metastatic RCC were mostly concordant. PET imaging outperformed conventional imaging and led to a change in management for 1 in 4 patients. Further studies with larger samples sizes are required to validate these findings and identify characteristics to guide patient selection for selective or dual tracer use.


Subject(s)
Carcinoma, Renal Cell/diagnostic imaging , Fluorodeoxyglucose F18/therapeutic use , Kidney Neoplasms/diagnostic imaging , Positron Emission Tomography Computed Tomography/methods , Aged , Carcinoma, Renal Cell/pathology , Cohort Studies , Female , Humans , Kidney Neoplasms/pathology , Male , Retrospective Studies
10.
Eur Urol Open Sci ; 33: 83-88, 2021 Nov.
Article in English | MEDLINE | ID: mdl-34723218

ABSTRACT

BACKGROUND: Retroperitoneal lymph node dissection (RPLND) is essential for the treatment of metastatic germ cell tumours of the testis. Recommendations on the referral and management of complex urological cancers in the UK includes centralisation of services to regional centres. OBJECTIVE: To review contemporary PC-RPLND outcomes at a high-volume centre with a complex case-mix, and compare with national registry data. DESIGN SETTING AND PARTICIPANTS: We retrospectively reviewed the medical records of PC-RPLNDs performed for germ cell tumours at our centre between July 2012 and September 2018. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: Primary outcomes were Clavien 3+ complications, histology, rates of positive margin, relapse, in-field recurrences, and mortality. Secondary outcomes were blood loss, operation time, blood transfusion, adjuvant procedures, length of stay, and lymph node count. Surgical and histological outcomes of all RPLNDs for testicular cancers were compared with national RPLND registry data. For statistical difference, χ2 testing was used. RESULTS AND LIMITATIONS: A total of 178 procedures were performed, including 31 (17%) redo RPLNDs. Clavien 3+ complications occurred in 11 (7%). Histological findings in non-redo cases were the following: necrosis 24%, teratoma 62%, viable germ cell tumour 11%, and dedifferentiated cancers 3%. Rates of positive margin, relapse, and in-field recurrence were 11%, 17%, and 2%, respectively. Overall survival was 89% at a median of 36 mo. The median blood loss was 650 ml (350, 1250), with a transfusion rate of 8%. Nephrectomy, vascular reconstruction, and visceral resection was required in 12%, 6%, and 3% respectively. The median inpatient stay was 6 d (5, 8) and the median node count was 35 (20, 37). A comparison of all RPLNDs with national data showed no statistical difference in primary outcomes. Our blood transfusion rate was significantly lower (12% vs 21%, χ2 [1, N = 322] = 4.296, p = 0.038). CONCLUSIONS: Centralisation led to high quality of RPLND in UK. Within that, our series (the largest in the UK) demonstrates no significant difference in outcomes despite higher complexity cases. Our blood transfusion rates are in fact lower than national figures. Complex RPLNDs should be performed in high-volume centres where possible. PATIENT SUMMARY: In the UK, retroperitoneal lymph node dissections (RPLND) are centralised to specialist centres and the quality of surgery is high, with low complications and good histological outcomes. When compared to national data, we found no significant difference in the majority of outcomes from our high-volume centre despite our complex case-mix.

11.
Eur Urol Open Sci ; 29: 82-88, 2021 Jul.
Article in English | MEDLINE | ID: mdl-34337537

ABSTRACT

BACKGROUND: Late relapse (LR) of nonseminomatous germ cell tumour (NSGCT) is uncommon, with limited data published. LR is defined as relapse occurring after a disease-free interval of 2 yr. OBJECTIVE: To review features of NSGCT LR in a UK tertiary centre. DESIGN SETTING AND PARTICIPANTS: A total of 3064 patients were referred from January 2005 to December 2017. We identified patients who experienced LR after initial pathology demonstrated NSGCT and reviewed data for their original and LR presentation and management. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: Outcomes included time to LR measured from the date of diagnosis, and overall survival.  This was assessed using  Cox proportional Hazards modelling, with stratification or adjustment for potential confounders. RESULTS AND LIMITATIONS: We identified 101 patients with LR; the median time to LR was 96 mo. Forty-three patients (42.6%) experienced relapse after 10 yr. Univariable log-rank testing revealed that the median time to LR was significantly shorter for patients who had not received induction chemotherapy (iCTx; 54 mo, 95% confidence interval [CI] 48-108) than for those who did (112 mo, 95% CI 84-186; p = 0.04). Patients who had received iCTx were less likely to have elevated tumour markers (36% vs 46%) and more likely to undergo initial surgical resection at LR compared to CTx-naïve patients. Postpubertal teratoma (PPT), yolk sac, and dedifferentiated elements predominated for patients with iCTx exposure, whereas active GCT or fibrosis predominated in postchemotherapy resections for CTx-naïve patients at LR. Forty-one men underwent postchemotherapy retroperitoneal lymph node dissection (PC-RPLND) as part of their initial treatment for metastatic disease. Of these, 20 experienced LR in the retroperitoneum, with 18 undergoing repeat RPLND as part of their LR management. Fifteen of the repeat RPLND histopathology specimens had a PPT component. There have been 23 deaths overall; survival was worse for patients presenting with symptoms (13/36, 33%) and those receiving CTx and no surgery (10/17, 59%) at LR. CONCLUSIONS: When LR of NSGCT occurs, it is frequently after an extended interval and is later among patients with prior iCTx, with PPT predominating. The high frequency of LR within the retroperitoneum following PC-RPLND reinforces the need for good-quality PC-RPLND. PATIENT SUMMARY: We reviewed data for patients who had a late relapse of testicular cancer. We found that patients who did not receive chemotherapy as the first treatment for their initial diagnosis had a shorter time to relapse. Our results highlight the importance of long-term follow-up for testicular cancer.

12.
PLoS One ; 16(6): e0253071, 2021.
Article in English | MEDLINE | ID: mdl-34191818

ABSTRACT

BACKGROUND: Social distancing have been widely used to mitigate community spread of SARS-CoV-2. We sought to quantify the impact of COVID-19 social distancing policies across 27 European counties in spring 2020 on population mobility and the subsequent trajectory of disease. METHODS: We obtained data on national social distancing policies from the Oxford COVID-19 Government Response Tracker and aggregated and anonymized mobility data from Google. We used a pre-post comparison and two linear mixed-effects models to first assess the relationship between implementation of national policies and observed changes in mobility, and then to assess the relationship between changes in mobility and rates of COVID-19 infections in subsequent weeks. RESULTS: Compared to a pre-COVID baseline, Spain saw the largest decrease in aggregate population mobility (~70%), as measured by the time spent away from residence, while Sweden saw the smallest decrease (~20%). The largest declines in mobility were associated with mandatory stay-at-home orders, followed by mandatory workplace closures, school closures, and non-mandatory workplace closures. While mandatory shelter-in-place orders were associated with 16.7% less mobility (95% CI: -23.7% to -9.7%), non-mandatory orders were only associated with an 8.4% decrease (95% CI: -14.9% to -1.8%). Large-gathering bans were associated with the smallest change in mobility compared with other policy types. Changes in mobility were in turn associated with changes in COVID-19 case growth. For example, a 10% decrease in time spent away from places of residence was associated with 11.8% (95% CI: 3.8%, 19.1%) fewer new COVID-19 cases. DISCUSSION: This comprehensive evaluation across Europe suggests that mandatory stay-at-home orders and workplace closures had the largest impacts on population mobility and subsequent COVID-19 cases at the onset of the pandemic. With a better understanding of policies' relative performance, countries can more effectively invest in, and target, early nonpharmacological interventions.


Subject(s)
COVID-19/epidemiology , COVID-19/transmission , Physical Distancing , COVID-19/prevention & control , Europe/epidemiology , Health Policy , Humans , Linear Models , Pandemics , Quarantine/statistics & numerical data
13.
Nat Commun ; 12(1): 3118, 2021 05 25.
Article in English | MEDLINE | ID: mdl-34035295

ABSTRACT

Social distancing remains an important strategy to combat the COVID-19 pandemic in the United States. However, the impacts of specific state-level policies on mobility and subsequent COVID-19 case trajectories have not been completely quantified. Using anonymized and aggregated mobility data from opted-in Google users, we found that state-level emergency declarations resulted in a 9.9% reduction in time spent away from places of residence. Implementation of one or more social distancing policies resulted in an additional 24.5% reduction in mobility the following week, and subsequent shelter-in-place mandates yielded an additional 29.0% reduction. Decreases in mobility were associated with substantial reductions in case growth two to four weeks later. For example, a 10% reduction in mobility was associated with a 17.5% reduction in case growth two weeks later. Given the continued reliance on social distancing policies to limit the spread of COVID-19, these results may be helpful to public health officials trying to balance infection control with the economic and social consequences of these policies.


Subject(s)
COVID-19/epidemiology , COVID-19/prevention & control , Locomotion , Physical Distancing , Health Policy , Humans , Public Health , SARS-CoV-2 , United States/epidemiology
14.
JAMA Netw Open ; 3(11): e2023267, 2020 11 02.
Article in English | MEDLINE | ID: mdl-33180129

ABSTRACT

Importance: Expert-level artificial intelligence (AI) algorithms for prostate biopsy grading have recently been developed. However, the potential impact of integrating such algorithms into pathologist workflows remains largely unexplored. Objective: To evaluate an expert-level AI-based assistive tool when used by pathologists for the grading of prostate biopsies. Design, Setting, and Participants: This diagnostic study used a fully crossed multiple-reader, multiple-case design to evaluate an AI-based assistive tool for prostate biopsy grading. Retrospective grading of prostate core needle biopsies from 2 independent medical laboratories in the US was performed between October 2019 and January 2020. A total of 20 general pathologists reviewed 240 prostate core needle biopsies from 240 patients. Each pathologist was randomized to 1 of 2 study cohorts. The 2 cohorts reviewed every case in the opposite modality (with AI assistance vs without AI assistance) to each other, with the modality switching after every 10 cases. After a minimum 4-week washout period for each batch, the pathologists reviewed the cases for a second time using the opposite modality. The pathologist-provided grade group for each biopsy was compared with the majority opinion of urologic pathology subspecialists. Exposure: An AI-based assistive tool for Gleason grading of prostate biopsies. Main Outcomes and Measures: Agreement between pathologists and subspecialists with and without the use of an AI-based assistive tool for the grading of all prostate biopsies and Gleason grade group 1 biopsies. Results: Biopsies from 240 patients (median age, 67 years; range, 39-91 years) with a median prostate-specific antigen level of 6.5 ng/mL (range, 0.6-97.0 ng/mL) were included in the analyses. Artificial intelligence-assisted review by pathologists was associated with a 5.6% increase (95% CI, 3.2%-7.9%; P < .001) in agreement with subspecialists (from 69.7% for unassisted reviews to 75.3% for assisted reviews) across all biopsies and a 6.2% increase (95% CI, 2.7%-9.8%; P = .001) in agreement with subspecialists (from 72.3% for unassisted reviews to 78.5% for assisted reviews) for grade group 1 biopsies. A secondary analysis indicated that AI assistance was also associated with improvements in tumor detection, mean review time, mean self-reported confidence, and interpathologist agreement. Conclusions and Relevance: In this study, the use of an AI-based assistive tool for the review of prostate biopsies was associated with improvements in the quality, efficiency, and consistency of cancer detection and grading.


Subject(s)
Artificial Intelligence/standards , Pathology, Clinical/standards , Prostatic Neoplasms/diagnosis , Adult , Aged , Aged, 80 and over , Biopsy, Large-Core Needle/statistics & numerical data , Humans , Male , Middle Aged , Neoplasm Grading , Prostatic Neoplasms/pathology , Retrospective Studies
15.
J Am Chem Soc ; 142(9): 4390-4399, 2020 03 04.
Article in English | MEDLINE | ID: mdl-32043879

ABSTRACT

Pyrazoles are an important class of heterocycles found in a wide range of bioactive compounds and pharmaceuticals. Pyrazole synthesis often requires hydrazine or related reagents where an intact N-N bond is conservatively installed into a pyrazole precursor fragment. Herein, we report the multicomponent oxidative coupling of alkynes, nitriles, and Ti imido complexes for the synthesis of multisubstituted pyrazoles. This modular method avoids potentially hazardous reagents like hydrazine, instead forming the N-N bond in the final step via oxidation-induced coupling on Ti. The mechanism of this transformation has been studied in-depth through stoichiometric reactions of the key diazatitanacyclohexadiene intermediate, which can be accessed via multicomponent coupling of Ti imidos with nitriles and alkynes, ring opening of 2-imino-2H-azirines, or direct metalation of 4-azadiene-1-amine derivatives. The critical transformation in this reaction is the 2-electron oxidation-induced N-N coupling on Ti. This is a rare example of formal N-N coupling on a metal center, which likely occurs through an electrocyclic mechanism analogous to a Nazarov cyclization. Conveniently, these 2-electron-oxidized diazatitanacyclohexadiene intermediates can be accessed via disproportionation of the 1-electron-oxidized species, which allows utilization of weak oxidants such as TEMPO.


Subject(s)
Alkynes/chemistry , Coordination Complexes/chemistry , Nitriles/chemistry , Pyrazoles/chemical synthesis , Cyclization , Models, Chemical , Oxidation-Reduction , Titanium/chemistry
16.
Organometallics ; 39(21): 3771-3774, 2020 Nov 09.
Article in English | MEDLINE | ID: mdl-34321708

ABSTRACT

Simple Ti amide complexes are shown to act as sources for masked TiII intermediates via several pathways, as demonstrated through the investigation of a unique Ti-catalyzed nitrene-coupled transfer hydrogenation of 3-hexyne. This reaction proceeds through reduction of azobenzene by a masked TiII catalyst, wherein both amines and 3-hexyne can serve as the hydrogen source/reductant for Ti by forming putative titanaziridines via ß-H abstraction or putative titanacyclopentynes via protonolysis, respectively.

17.
Inorg Chem ; 58(17): 11762-11772, 2019 Sep 03.
Article in English | MEDLINE | ID: mdl-31436979

ABSTRACT

The synthesis and reactivity of a new trimetallic complex Ti(NP)4Ni2 (NP = 2-diphenylphosphinopyrrolide) (3) is reported. Single-crystal X-ray diffraction and X-ray absorption studies point to a unique bonding motif: a d10-d10, Ni0-Ni0 bond stabilized by a proximal d0 TiIV metal center. The coordination chemistry of 3 with a variety of L (L = isocyanide and alkyne) donors has also been explored. In the case of isocyanide coordination, the Ni-Ni bond is broken, while diphenylacetylene binding results in a symmetric butterfly µ2-κ2-alkyne bridge across the Ni-Ni moiety. Finally, complex 3 is capable of the 4-electron cleavage of the N═N double bond in benzo[c]cinnoline, the first example of N═N bond cleavage by Ni. The resulting product, 7, has been characterized structurally and spectroscopically, and the mechanistic implications are discussed in the context of metal-metal cooperativity.

18.
Nat Rev Chem ; 3(1): 15-34, 2019 Jan.
Article in English | MEDLINE | ID: mdl-30989127

ABSTRACT

Low-valent early transition metals are often intrinsically highly reactive as a result of their strong propensity toward oxidation to more stable high-valent states. Harnessing these highly reducing complexes for productive reactivity is potentially powerful for C-C bond construction, organic reductions, small-molecule activation and many other reactions that offer orthogonal chemoselectivity and/or regioselectivity patterns to processes promoted by late transition metals. Recent years have seen many exciting new applications of low-valent metals through building new catalytic and/or multicomponent reaction manifolds out of classical reactivity patterns. In this Review, we survey new methods that employ early transition metals and invoke low-valent precursors or intermediates in order to identify common themes and strategies in synthesis and catalysis.

19.
Chem Commun (Camb) ; 54(50): 6891-6894, 2018 Jun 19.
Article in English | MEDLINE | ID: mdl-29796510

ABSTRACT

Catalytic oxidative nitrene transfer from azides with the early transition metals is rare, and has not been observed without the support of redox noninnocent spectator ligands. Here, we report the formal [2+2+1] coupling of azides and alkynes via TiII/TiIV redox catalysis from simple Ti halide imido precatalysts. These reactions yield polysubstituted N-alkyl pyrroles, including N-benzyl protected pyrroles and rare examples of very electron rich pentaalkyl pyrroles. Mechanistic analysis reveals that [2+2+1] reactions with bulky azides have different mechanistic features from previously-reported reactions using azobenzene as a nitrene source.

20.
Organometallics ; 36(7): 1383-1390, 2017 Apr 10.
Article in English | MEDLINE | ID: mdl-28690352

ABSTRACT

Low-valent TiII species have typically been synthesized by the reaction of TiIV halides with strong metal reductants. Herein we report that TiII species can be generated simply by reacting TiIV imido complexes with 2 equiv of alkyne, yielding a metallacycle that can reductively eliminate pyrrole while liberating TiII. In order to probe the generality of this process, TiII-catalyzed alkyne trimerization reactions were carried out with a diverse range of TiIV precatalysts.

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