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1.
J Nucl Med ; 65(4): 541-547, 2024 Apr 01.
Article in English | MEDLINE | ID: mdl-38423781

ABSTRACT

Imaging before 223Ra-dichloride (223Ra) therapy is crucial for selecting metastatic castration-resistant prostate cancer (mCRPC) patients with bone-only disease. The purpose of this study was to evaluate if baseline prostate-specific membrane antigen (PSMA) PET/CT (bPSMA) versus CT is associated with outcomes of 223Ra therapy. Methods: A secondary analysis of the data of a prospective observational study (NCT04995614) was performed. Patients received a maximum of 6 223Ra cycles and were retrospectively divided into the bPSMA or baseline CT (bCT) groups. All patients received baseline bone scintigraphy. Primary endpoints were alkaline phosphatase and prostate-specific antigen response. Secondary endpoints were overall survival (OS) and radiologic response. Results: Between 2017 and 2020, 122 mCRPC patients were included: 18 (14.8%) in the bPSMA group and 104 (85.2%) in the bCT group. All baseline characteristics were comparable. No significant differences in alkaline phosphatase or prostate-specific antigen response were found. The bCT group showed an OS significantly shorter than that of the bPSMA group (12.4 vs. 19.9 mo, P = 0.038). In 31 of 76 patients (40.1%) in the bCT group who also received posttherapy CT, lymph node or visceral metastases (soft-tissue involvement [STI]) were detected after 223Ra therapy, compared with 0 of 15 patients in the bPSMA group who received posttherapy PSMA PET/CT or CT. No significant difference in OS was found between patients in the bCT or posttherapy CT subgroup without STI (46/76) and the bPSMA group. Conclusion: bPSMA versus CT does not seem to impact biochemical response during 223Ra therapy in mCRPC patients. Nevertheless, patients in the bCT group had a significantly shorter OS, most likely due to underdetection of STI in this group. Therefore, replacing bCT with PSMA PET/CT appears to be a valuable screening method for identifying patients who will benefit most from 223Ra therapy.


Subject(s)
Positron Emission Tomography Computed Tomography , Prostatic Neoplasms, Castration-Resistant , Humans , Male , Alkaline Phosphatase , Prostate-Specific Antigen , Prostatic Neoplasms, Castration-Resistant/diagnostic imaging , Prostatic Neoplasms, Castration-Resistant/radiotherapy , Radiopharmaceuticals/therapeutic use , Retrospective Studies , Treatment Outcome
2.
Cancers (Basel) ; 15(15)2023 Jul 27.
Article in English | MEDLINE | ID: mdl-37568624

ABSTRACT

BACKGROUND: Manual data collection is still the gold standard for disease-specific patient registries. However, CAPRI-3 uses text mining (an artificial intelligence (AI) technology) for patient identification and data collection. The aim of this study is to demonstrate the reliability and efficiency of this AI-driven approach. METHODS: CAPRI-3 is an observational retrospective multicenter cohort registry on metastatic prostate cancer. We tested the patient-identification algorithm and automated data extraction through manual validation of the same patients in two pilots in 2019 and 2022. RESULTS: Pilot one identified 2030 patients and pilot two 9464 patients. The negative predictive value of the algorithm was maximized to prevent false exclusions and reached 94.8%. The completeness and accuracy of the automated data extraction were 92.3% or higher, except for date fields and inaccessible data (images/pdf) (10-88.9%). Additional manual quality control took over 3 h less time per patient than the original fully manual CAPRI registry (105 vs. 300 min). CONCLUSIONS: The CAPRI-3 patient-identification algorithm is a sound replacement for excluding ineligible candidates. The AI-driven data extraction is largely accurate and complete, but manual quality control is needed for less reliable and inaccessible data. Overall, the AI-driven approach of the CAPRI-3 registry is reliable and timesaving.

3.
Colorectal Dis ; 23(3): 672-679, 2021 Mar.
Article in English | MEDLINE | ID: mdl-33107210

ABSTRACT

AIM: Implementation of the Dutch national bowel screening programme in 2014 led to an increased rate of detection of polyps. In general, polyps should be removed endoscopically. However, if the size and location of the polyp make endoscopic removal technically difficult, or if there is a suspicion for early (T1) cancer, surgery is the preferred method for removal. An increasing number of these patients are being treated with minimally invasive surgical procedures instead of segmental resection. The aim of this study was to assess the number of referrals for surgery and the type of surgery for polyps since the introduction of the Dutch national bowel screening programme. METHOD: A retrospective cohort study was performed. Patients who underwent surgery for colorectal polyps between January 2012 and December 2017 were included. Patients with histologically proven carcinoma prior to surgery were excluded. Primary outcomes were the number and type of surgical procedures for polyps. RESULTS: A total of 164 patients were included. An annual increase in procedures for colorectal polyps was observed, from 18 patients in 2012 to 36 patients in 2017. All the procedures before implementation of the screening programme were segmental resections, and 58.8% of the patients underwent organ-preserving surgery after implementation of the screening. The overall complication rate of organ-preserving surgery was 16.3%, compared with 44.3% for segmental resections (P = 0.001). Overall, invasive colorectal cancer was encountered in 23.8% of cases. CONCLUSION: The number of referrals for surgical resection of colorectal polyps has doubled since the introduction of the Dutch national bowel screening programme with a substantial shift towards organ-preserving techniques.


Subject(s)
Colonic Polyps , Colorectal Neoplasms , Colonic Polyps/diagnosis , Colonic Polyps/surgery , Colonoscopy , Colorectal Neoplasms/diagnosis , Colorectal Neoplasms/surgery , Early Detection of Cancer , Humans , Referral and Consultation , Retrospective Studies
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