TY - THES A1 - Heinrich, Marieke T1 - Bildgebung des Prostatakarzinoms im PSMA-PET/CT: Die halbautomatische Quantifizierung des Tumorvolumens zeigt (noch) keine verbesserte Prädiktion des Krankheitsverlaufs T1 - Imaging of prostate cancer in PSMA-PET/CT: Semi-automatic quantification of tumor volume does not (yet) show any improved prediction of disease progression N2 - Die molekularen Parameter PSMA-TV und TL-PSMA im 68Ga-PSMA PET/CT leiten sich ab von MTV und TLG im FDG PET/CT. Mit der vorliegenden Arbeit wurden die Grenzen neuer Autosegmentierungsprogramme durch eine maximale Belastung mit großen Tumorvolumina von Patienten unter taxanbasierter Chemotherapie ausgelotet. Die Programme Syngo.via und FIJI kamen zu vergleichbaren Ergebnissen. Patienten mit einem Gleason Score von 8-10 zeigten unter Therapie eine signifikante Zunahme des PSMA-TV und TL-PSMA im Gegensatz zu Patienten mit Gleason Score 6-7b. Ein hoher PSA-Wert korrelierte zu allen Zeitpunkten signifikant mit einem hohen PSMA-TV und TL-PSMA, ebenso korrelierte ein steigender PSA-Wert signifikant mit steigenden Werten in PSMA-TV und TL-PSMA. Patienten mit einem biochemischen Progress und einem Progress nach modifiziertem PERCIST zeigten vor Therapie ein signifikant höheres PSMA-TV und TL-PSMA als Patienten ohne Progress und unter Therapie eine signifikante Zunahme des PSMA-TV und TL-PSMA im Vergleich zu Patienten ohne Progress. Eine Einteilung des Therapieansprechens aller Patienten in CR, PR, SD und PD nach PSMA-TV, TL-PSMA, PSA-Wert und modifiziertem PERCIST stimmte nicht in allen Patienten überein. Ein signifikant kürzeres Gesamtüberleben zeigten lediglich Patienten mit einem nach dem PSA-Wert definiertem Progress. Im praktischen Vergleich der beiden Programme benötigte Syngo.via für eine komplette Segmentierung signifikant mehr Zeit als FIJI, vor allem da der Wechsel von VOI zu VOI signifikant länger dauerte. Unabhängig vom Autosegmentierungsprogramm dauerte eine komplette Segmentierung länger, je größer das PSMA-TV und das TL-PSMA war, je mehr VOIs das Programm automatisch setzte und je mehr VOIs manuell gelöscht und neu gesetzt wurden. In der Gesamtschau bieten PSMA-TV und TL-PSMA in Kombination mit den sich schnell weiterentwickelnden Autosegmentierungs-Programmen die Möglichkeit, auch sehr hohe Tumorlasten des PCas objektiv und vergleichbar zu beschreiben. N2 - The molecular parameters PSMA-TV and TL-PSMA in 68Ga-PSMA PET/CT are derived from MTV and TLG in FDG PET/CT. The present work explored the limits of new autosegmentation programs with large tumor volumes from patients receiving taxane-based chemotherapy. The programs Syngo.via and FIJI achieved comparable results. Patients with a Gleason score of 8-10 showed a significant increase in PSMA-TV and TL-PSMA during therapy in contrast to patients with Gleason scores 6-7b. A high PSA value was significantly correlated with a high PSMA-TV and TL-PSMA at all time points, and an increasing PSA value was also significantly correlated with increasing values in PSMA-TV and TL-PSMA. Patients with biochemical progression and progression according to modified PERCIST showed a significantly higher PSMA-TV and TL-PSMA before therapy than patients without progression and a significant increase in PSMA-TV and TL-PSMA during therapy compared to patients without progression. A classification of therapy response in all patients into CR, PR, SD and PD based on PSMA-TV, TL-PSMA, PSA value and modified PERCIST was not consistent in all patients. Only patients with progression defined by the PSA value showed a significantly shorter overall survival. In a practical comparison of the two programs, Syngo.via required significantly more time for complete segmentation than FIJI, especially since switching from VOI to VOI took significantly longer. Regardless of the auto-segmentation program, complete segmentation took longer as the PSMA-TV and TL-PSMA increased, and as the program automatically set more VOIs and more VOIs were manually deleted and reset. Overall, PSMA-TV and TL-PSMA in combination with the rapidly developing auto-segmentation programs offer the possibility of objectively and comparably describing even very high PCa tumor burdens. KW - Hormonrefraktärer Prostatakrebs KW - Positronen-Emissions-Tomografie KW - Chemotherapie KW - Tumorvolumen Y1 - 2024 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-359684 ER - TY - JOUR A1 - Hartrampf, Philipp E. A1 - Krebs, Markus A1 - Peter, Lea A1 - Heinrich, Marieke A1 - Ruffing, Julia A1 - Kalogirou, Charis A1 - Weinke, Maximilian A1 - Brumberg, Joachim A1 - Kübler, Hubert A1 - Buck, Andreas K. A1 - Werner, Rudolf A. A1 - Seitz, Anna Katharina T1 - Reduced segmentation of lesions is comparable to whole-body segmentation for response assessment by PSMA PET/CT: initial experience with the keyhole approach JF - Biology N2 - Simple Summary The calculation of PSMA-positive tumor volume (PSMA-TV) of the whole body from PSMA PET scans for response evaluation remains a time-consuming procedure. We hypothesized that it may be possible to quantify changes in PSMA-TV by considering only a limited number of representative tumor lesions. Changes in the whole-body PSMA-TV of 65 patients were comparable to the changes in PSMA-TV after including only the ten largest lesions. Moreover, changes in PSMA-TV correlated well with changes in PSA levels, as did the changes in PSMA-TV with the reduced number of lesions. We conclude that a response assessment using PSMA-TV with a reduced number of lesions is feasible and could lead to a simplified process for evaluating PSMA PET/CT. Abstract (1) Background: Prostate-specific membrane antigen (PSMA) positron emission tomography (PET)-derived parameters, such as the commonly used standardized uptake value (SUV) and PSMA-positive tumor volume (PSMA-TV), have been proposed for response assessment in metastatic prostate cancer (PCa) patients. However, the calculation of whole-body PSMA-TV remains a time-consuming procedure. We hypothesized that it may be possible to quantify changes in PSMA-TV by considering only a limited number of representative lesions. (2) Methods: Sixty-five patients classified into different disease stages were assessed by PSMA PET/CT for staging and restaging after therapy. Whole-body PSMA-TV and whole-body SUV\(_{max}\) were calculated. We then repeated this calculation only including the five or ten hottest or largest lesions. The corresponding serum levels of prostate-specific antigen (PSA) were also determined. The derived delta between baseline and follow-up values provided the following parameters: ΔSUV\(_{maxall}\), ΔSUV\(_{max10}\), ΔSUV\(_{max5}\), ΔPSMA-TV\(_{all}\), ΔPSMA-TV\(_{10}\), ΔPSMA-TV\(_{5}\), ΔPSA. Finally, we compared the findings from our whole-body segmentation with the results from our keyhole approach (focusing on a limited number of lesions) and correlated all values with the biochemical response (ΔPSA). (3) Results: Among patients with metastatic hormone-sensitive PCa (mHSPC), none showed a relevant deviation for ΔSUV\(_{max10}\)/ΔSUV\(_{max5}\) or ΔPSMA-TV\(_{10}\)/ΔPSMA-TV\(_{5}\) compared to ΔSUV\(_{maxall}\) and ΔPSMA-TV\(_{all}\). For patients treated with taxanes, up to 6/21 (28.6%) showed clinically relevant deviations between ΔSUV\(_{maxall}\) and ΔSUV\(_{max10}\) or ΔSUV\(_{max5}\), but only up to 2/21 (9.5%) patients showed clinically relevant deviations between ΔPSMA-TV\(_{all}\) and ΔPSMA-TV\(_{10}\) or ΔPSMA-TV\(_{5}\). For patients treated with radioligand therapy (RLT), up to 5/28 (17.9%) showed clinically relevant deviations between ΔSUV\(_{maxall}\) and ΔSUV\(_{max10}\) or ΔSUV\(_{max5}\), but only 1/28 (3.6%) patients showed clinically relevant deviations between ΔPSMA-TV\(_{all}\) and ΔPSMA-TV\(_{10}\) or ΔPSMA-TV\(_{5}\). The highest correlations with ΔPSA were found for ΔPSMA-TV\(_{all}\) (r ≥ 0.59, p ≤ 0.01), followed by ΔPSMA-TV\(_{10}\) (r ≥ 0.57, p ≤ 0.01) and ΔPSMA-TV\(_{5}\) (r ≥ 0.53, p ≤ 0.02) in all cohorts. ΔPSA only correlated with ΔSUV\(_{maxall}\) (r = 0.60, p = 0.02) and with ΔSUV\(_{max10}\) (r = 0.53, p = 0.03) in the mHSPC cohort, as well as with ΔSUV\(_{maxall}\) (r = 0.51, p = 0.01) in the RLT cohort. (4) Conclusion: Response assessment using PSMA-TV with a reduced number of lesions is feasible, and may allow for a simplified evaluation process for PSMA PET/CT. KW - PET/CT KW - PSMA-TV KW - SUV KW - prostate cancer KW - taxane KW - radioligand therapy Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-271191 SN - 2079-7737 VL - 11 IS - 5 ER - TY - JOUR A1 - Hartrampf, Philipp E. A1 - Heinrich, Marieke A1 - Seitz, Anna Katharina A1 - Brumberg, Joachim A1 - Sokolakis, Ioannis A1 - Kalogirou, Charis A1 - Schirbel, Andreas A1 - Kübler, Hubert A1 - Buck, Andreas K. A1 - Lapa, Constantin A1 - Krebs, Markus T1 - Metabolic Tumour Volume from PSMA PET/CT Scans of Prostate Cancer Patients during Chemotherapy — Do Different Software Solutions Deliver Comparable Results? JF - Journal of Clinical Medicine N2 - (1) Background: Prostate-specific membrane antigen (PSMA)-derived tumour volume (PSMA-TV) and total lesion PSMA (TL-PSMA) from PSMA PET/CT scans are promising biomarkers for assessing treatment response in prostate cancer (PCa). Currently, it is unclear whether different software tools for assessing PSMA-TV and TL-PSMA produce comparable results. (2) Methods: \(^{68}\)Ga-PSMA PET/CT scans from n = 21 patients with castration-resistant PCa (CRPC) receiving chemotherapy were identified from our single-centre database. PSMA-TV and TL-PSMA were calculated with Syngo.via (Siemens) as well as the freely available Beth Israel plugin for FIJI (Fiji Is Just ImageJ) before and after chemotherapy. While statistical comparability was illustrated and quantified via Bland-Altman diagrams, the clinical agreement was estimated by matching PSMA-TV, TL-PSMA and relative changes of both variables during chemotherapy with changes in serum PSA (ΔPSA) and PERCIST (Positron Emission Response Criteria in Solid Tumors). (3) Results: Comparing absolute PSMA-TV and TL-PSMA as well as Bland–Altman plotting revealed a good statistical comparability of both software algorithms. For clinical agreement, classifying therapy response did not differ between PSMA-TV and TL-PSMA for both software solutions and showed highly positive correlations with BR. (4) Conclusions: due to the high levels of statistical and clinical agreement in our CRPC patient cohort undergoing taxane chemotherapy, comparing PSMA-TV and TL-PSMA determined by Syngo.via and FIJI appears feasible. KW - prostate-specific membrane antigen (PSMA) KW - metabolic tumour volume (MTV) KW - total lesion PSMA KW - biomarker KW - software KW - comparability KW - agreement Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-205893 SN - 2077-0383 VL - 9 IS - 5 ER -