@phdthesis{Heinrich2024,
  author    = {Heinrich, Marieke},
  title     = {Bildgebung des Prostatakarzinoms im PSMA-PET/CT: Die halbautomatische Quantifizierung des Tumorvolumens zeigt (noch) keine verbesserte Pr{\"a}diktion des Krankheitsverlaufs},
  doi       = {10.25972/OPUS-35968},
  url       = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-359684},
  school      = {Universit{\"a}t W{\"u}rzburg},
  year      = {2024},
  abstract  = {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 h{\"o}heres 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 {\"u}berein. Ein signifikant k{\"u}rzeres Gesamt{\"u}berleben zeigten lediglich Patienten mit einem nach dem PSA-Wert definiertem Progress. Im praktischen Vergleich der beiden Programme ben{\"o}tigte Syngo.via f{\"u}r eine komplette Segmentierung signifikant mehr Zeit als FIJI, vor allem da der Wechsel von VOI zu VOI signifikant l{\"a}nger dauerte. Unabh{\"a}ngig vom Autosegmentierungsprogramm dauerte eine komplette Segmentierung l{\"a}nger, je gr{\"o}ßer das PSMA-TV und das TL-PSMA war, je mehr VOIs das Programm automatisch setzte und je mehr VOIs manuell gel{\"o}scht und neu gesetzt wurden. In der Gesamtschau bieten PSMA-TV und TL-PSMA in Kombination mit den sich schnell weiterentwickelnden Autosegmentierungs-Programmen die M{\"o}glichkeit, auch sehr hohe Tumorlasten des PCas objektiv und vergleichbar zu beschreiben.},
  subject      = {Hormonrefrakt{\"a}rer Prostatakrebs},
  language  = {de}
}
@article{HartrampfKrebsPeteretal.2022,
  author    = {Hartrampf, Philipp E. and Krebs, Markus and Peter, Lea and Heinrich, Marieke and Ruffing, Julia and Kalogirou, Charis and Weinke, Maximilian and Brumberg, Joachim and K{\"u}bler, Hubert and Buck, Andreas K. and Werner, Rudolf A. and Seitz, Anna Katharina},
  title     = {Reduced segmentation of lesions is comparable to whole-body segmentation for response assessment by PSMA PET/CT: initial experience with the keyhole approach},
  series = {Biology},
  volume    = {11},
  journal   = {Biology},
  number    = {5},
  issn      = {2079-7737},
  doi       = {10.3390/biology11050660},
  url       = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-271191},
  year      = {2022},
  abstract  = {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.},
  language  = {en}
}
@article{HartrampfHeinrichSeitzetal.2020,
  author    = {Hartrampf, Philipp E. and Heinrich, Marieke and Seitz, Anna Katharina and Brumberg, Joachim and Sokolakis, Ioannis and Kalogirou, Charis and Schirbel, Andreas and K{\"u}bler, Hubert and Buck, Andreas K. and Lapa, Constantin and Krebs, Markus},
  title     = {Metabolic Tumour Volume from PSMA PET/CT Scans of Prostate Cancer Patients during Chemotherapy — Do Different Software Solutions Deliver Comparable Results?},
  series = {Journal of Clinical Medicine},
  volume    = {9},
  journal   = {Journal of Clinical Medicine},
  number    = {5},
  issn      = {2077-0383},
  doi       = {10.3390/jcm9051390},
  url       = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-205893},
  year      = {2020},
  abstract  = {(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.},
  language  = {en}
}