30 research outputs found

    Any decline in prostate‐specific antigen levels identifies survivors scheduled for prostate‐specific membrane antigen‐directed radioligand therapy

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    Background Prostate-specific membrane antigen (PSMA)-targeted radioligand therapy (RLT) is increasingly incorporated in the therapeutic algorithm of patients with metastatic castration-resistant prostate cancer (mCRPC). We aimed to elucidate the predictive performance of early biochemical response for overall survival (OS). Materials and Methods In this bicentric analysis, we included 184 mCRPC patients treated with 177^{177}Lu-PSMA RLT. Response to treatment was defined as decrease in prostate-specific antigen (PSA) levels 8 weeks after the first cycle of RLT (any decline or >50% according to Prostate Cancer Working Group 3). OS of responders and nonresponders was then compared using Kaplan–Meier curves and log-rank comparison. Results A total of 114/184 patients (62.0%) showed any PSA decline (PSA response >50%, 55/184 [29.9%]). For individuals exhibiting a PSA decline >50%, OS of 19 months was significantly longer relative to nonresponders (13 months; hazard ratio of death [HR] = 0.64, 95% confidence interval [95% CI] = 0.44–0.93; p = 0.02). However, the difference was even more pronounced for any PSA decline, with an OS of 19 months in responders, but only 8 months in nonresponders (HR = 0.39, 95% CI = 0.25–0.60; p < 0.001). Conclusions In mCRPC patients scheduled for RLT, early biochemical response was tightly linked to prolonged survival, irrespective of the magnitude of PSA decline. As such, even in patients with PSA decrease of less than 50%, RLT should be continued

    Predicting microenvironment in CXCR4- and FAP-positive solid tumors - a pan-cancer machine learning workflow for theranostic target structures

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    Simple Summary Imaging based on positron emission tomography (PET) is a crucial part of up-to-date cancer care. For this purpose, PET employs and marks target structures at the cellular surface. Recently, C-X-C Motif Chemokine Receptor 4 (CXCR4) and Fibroblast Activation Protein Alpha (FAP) emerged as clinically relevant PET targets. However, it is unclear whether high levels of CXCR4 and FAP represent distinct cancer states—especially in solid tumors. Therefore, we established a machine learning model based on 9242 samples from 29 different cancer entities. Our analysis revealed that—in most solid tumors—high levels of CXCR4 were associated with immune cells infiltrating these tumors. Instead, FAP-positive tumors were characterized by high amounts of tumor vessels. Our machine learning approach potentially can identify the Achilles’ heel of tumors in a non-invasive manner—by performing PET without having to obtain tumor tissue beforehand. Abstract (1) Background: C-X-C Motif Chemokine Receptor 4 (CXCR4) and Fibroblast Activation Protein Alpha (FAP) are promising theranostic targets. However, it is unclear whether CXCR4 and FAP positivity mark distinct microenvironments, especially in solid tumors. (2) Methods: Using Random Forest (RF) analysis, we searched for entity-independent mRNA and microRNA signatures related to CXCR4 and FAP overexpression in our pan-cancer cohort from The Cancer Genome Atlas (TCGA) database—representing n = 9242 specimens from 29 tumor entities. CXCR4- and FAP-positive samples were assessed via StringDB cluster analysis, EnrichR, Metascape, and Gene Set Enrichment Analysis (GSEA). Findings were validated via correlation analyses in n = 1541 tumor samples. TIMER2.0 analyzed the association of CXCR4 / FAP expression and infiltration levels of immune-related cells. (3) Results: We identified entity-independent CXCR4 and FAP gene signatures representative for the majority of solid cancers. While CXCR4 positivity marked an immune-related microenvironment, FAP overexpression highlighted an angiogenesis-associated niche. TIMER2.0 analysis confirmed characteristic infiltration levels of CD8+ cells for CXCR4-positive tumors and endothelial cells for FAP-positive tumors. (4) Conclusions: CXCR4- and FAP-directed PET imaging could provide a non-invasive decision aid for entity-agnostic treatment of microenvironment in solid malignancies. Moreover, this machine learning workflow can easily be transferred towards other theranostic targets

    Early biochemical and radiographic response after one cycle of [177Lu]Lu-PSMA I&T radioligand therapy in metastatic castration-resistant prostate cancer patients

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    Purpose The aim of this study was to investigate very early radiographic PSMA PET response after one cycle of [177Lu]Lu-PSMA I&T radioligand therapy (RLT) of metastatic castration-resistant prostate cancer (mCRPC) and to assess its role in predicting overall response and survival. Methods This retrospective study enrolled 40 mCRPC patients who were treated with a median of 3 (2–9) [177Lu]Lu-PSMA I&TRLT cycles. Biochemical response was based on the relative change of serum PSA according to PCWG3 criteria, while radiographic response referred to the relative change of PSMA-derived total viable tumor volumes expressed as total lesion PSMA (TLP). Results After one cycle of RLT, biochemical partial response (PR) was seen in 8/40 (20.0%), stable disease (SD) in 22/40 (55.0%), and progressive disease (PD) in 10/40 (25%) patients. In PSMA PET, very early molecular PR was observed in 12 (30.0%), SD in 19 (47.5%), and PD in 9 (22.5%) subjects. The PSA and TLP nadir were achieved after a median of 1 (1–5) and 2 (1–6) cycles, respectively. Nineteen (47.5%) patients showed overall biochemical PR, 11 (27.5%) had SD, and 10 (25%) experienced PD. In PSMA-directed PET, 4 patients experienced molecular complete response (CR), 24 (60.0%) had PR, 4 (10.0%) SD, and 8 (20.0%) PD. Early biochemical or radiographic response was not associated with longer overall survival (OS). Overall biochemical responders had a nearly signifcantly longer median OS (22.7 months) than non-responders (14.4 months, p=0.08). Early PSA progression was associated with shorter OS (12.2 months), compared to biochemical SD/PR (18.7 months, p=0.09). Conclusion In this retrospective cohort, there was no association between early PSMA PET radiographic response and overall survival; hence, treatment should not be prematurely discontinued. In contrast, early PSA progression after onecycle of [177Lu]Lu-PSMA I&T RLT was an indicator of overall progression and poor clinical outcome

    Impact of tumor burden on normal organ distribution in patients imaged with CXCR4-targeted [68Ga]Ga-PentixaFor PET/CT

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    BACKGROUND: CXCR4-directed positron emission tomography/computed tomography (PET/CT) has been used as a diagnostic tool in patients with solid tumors. We aimed to determine a potential correlation between tumor burden and radiotracer accumulation in normal organs. METHODS: Ninety patients with histologically proven solid cancers underwent CXCR4-targeted [(68)Ga]Ga-PentixaFor PET/CT. Volumes of interest (VOIs) were placed in normal organs (heart, liver, spleen, bone marrow, and kidneys) and tumor lesions. Mean standardized uptake values (SUV(mean)) for normal organs were determined. For CXCR4-positive tumor burden, maximum SUV (SUV(max)), tumor volume (TV), and fractional tumor activity (FTA, defined as SUV(mean) x TV), were calculated. We used a Spearman's rank correlation coefficient (ρ) to derive correlative indices between normal organ uptake and tumor burden. RESULTS: Median SUV(mean) in unaffected organs was 5.2 for the spleen (range, 2.44 – 10.55), 3.27 for the kidneys (range, 1.52 – 17.4), followed by bone marrow (1.76, range, 0.84 – 3.98), heart (1.66, range, 0.88 – 2.89), and liver (1.28, range, 0.73 – 2.45). No significant correlation between SUV(max) in tumor lesions (ρ ≤ 0.189, P ≥ 0.07), TV (ρ ≥ -0.204, P ≥ 0.06) or FTA (ρ ≥ -0.142, P ≥ 0.18) with the investigated organs was found. CONCLUSIONS: In patients with solid tumors imaged with [(68)Ga]Ga-PentixaFor PET/CT, no relevant tumor sink effect was noted. This observation may be of relevance for therapies with radioactive and non-radioactive CXCR4-directed drugs, as with increasing tumor burden, the dose to normal organs may remain unchanged

    High SUVs have more robust repeatability in patients with metastatic prostate cancer: results from a prospective test-retest cohort imaged with 18F-DCFPyL

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    OBJECTIVES: In patients with prostate cancer (PC) receiving prostate-specific membrane antigen- (PSMA-) targeted radioligand therapy (RLT), higher baseline standardized uptake values (SUVs) are linked to improved outcome. Thus, readers deciding on RLT must have certainty on the repeatability of PSMA uptake metrics. As such, we aimed to evaluate the test-retest repeatability of lesion uptake in a large cohort of patients imaged with (18)F-DCFPyL. METHODS: In this prospective, IRB-approved trial (NCT03793543), 21 patients with history of histologically proven PC underwent two (18)F-DCFPyL PET/CTs within 7 days (mean 3.7, range 1 to 7 days). Lesions in the bone, lymph nodes (LN), and other organs were manually segmented on both scans, and uptake parameters were assessed (maximum (SUV(max)) and mean (SUV(mean)) SUVs), PSMA-tumor volume (PSMA-TV), and total lesion PSMA (TL-PSMA, defined as PSMA − TV × SUV(mean))). Repeatability was determined using Pearson's correlations, within-subject coefficient of variation (wCOV), and Bland-Altman analysis. RESULTS: In total, 230 pairs of lesions (177 bone, 38 LN, and 15 other) were delineated, demonstrating a wide range of SUV(max) (1.5–80.5) and SUV(mean) (1.4–24.8). Including all sites of suspected disease, SUVs had a strong interscan correlation (R(2) ≥ 0.99), with high repeatability for SUV(mean) and SUV(max) (wCOV, 7.3% and 12.1%, respectively). High SUVs showed significantly improved wCOV relative to lower SUVs (P < 0.0001), indicating that high SUVs are more repeatable, relative to the magnitude of the underlying SUV. Repeatability for PSMA-TV and TL-PSMA, however, was low (wCOV ≥ 23.5%). Across all metrics for LN and bone lesions, interscan correlation was again strong (R(2) ≥ 0.98). Moreover, LN-based SUV(mean) also achieved the best wCOV (3.8%), which was significantly reduced when compared to osseous lesions (7.8%, P < 0.0001). This was also noted for SUV(max) (wCOV, LN 8.8% vs. bone 12.0%, P < 0.03). On a compartment-based level, wCOVs for volumetric features were ≥22.8%, demonstrating no significant differences between LN and bone lesions (PSMA-TV, P =0.63; TL-PSMA, P =0.9). Findings on an entire tumor burden level were also corroborated in a hottest lesion analysis investigating the SUV(max) of the most intense lesion per patient (R(2), 0.99; wCOV, 11.2%). CONCLUSION: In this prospective test-retest setting, SUV parameters demonstrated high repeatability, in particular in LNs, while volumetric parameters demonstrated low repeatability. Further, the large number of lesions and wide distribution of SUVs included in this analysis allowed for the demonstration of a dependence of repeatability on SUV, with higher SUVs having more robust repeatability

    Optical control of L-Type Ca2+ channels using a diltiazem photoswitch

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    L-type Ca2+ channels (LTCCs) play a crucial role in excitation-contraction coupling and release of hormones from secretory cells. They are targets of antihypertensive and antiarrhythmic drugs such as diltiazem. Here, we present a photoswitchable diltiazem, FHU-779, which can be used to reversibly block endogenous LTCCs by light. FHU-779 is as potent as diltiazem and can be used to place pancreatic β-cell function and cardiac activity under optical control

    Evaluation of PET tracers [1^18^8F]FDG, [1^18^8F]choline and [6^68^8Ga]PSMA I&T for non-invasive characterization of prostate cancer cells and response to docetaxel therapy

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    Das Prostatakarzinom (PCa) stellt derzeit in Deutschland die häufigste Krebserkrankung der männlichen Bevölkerung dar und steht bei den tödlich verlaufenden Malignomen an zweiter Stelle. Aktuell umfasst die Diagnostik immer öfter auch eine molekulare Bildgebung mittels PET/CT und den Tracern [18F]Cholin und [68Ga]PSMA. Letzterer detektiert selektiv das prostataspezifische Membranantigen (PSMA), welches in Prostatakarzinomzellen häufig überexprimiert ist. Das Wachstum von PCa geschieht in der Regel androgenabhängig, wobei sich auch teilweise eine androgenunabhängige Entwicklung findet. Für das bei kastrationsresistenten Karzinomen und fortgeschrittenen Stadien eingesetzte Chemotherapeutikum Docetaxel, werden immer wieder Resistenzentwicklungen beobachtet, wodurch dieses nur unzureichend effektiv ist. Ziel dieser Arbeit war es, die Eignung verschiedener PET-Tracer ([18F]FDG, [18F]Cholin und [68Ga]PSMA) zur Bildgebung androgenabhängiger und -unabhängiger Prostatakarzinomzellen zu testen sowie ihr Potential zur Beurteilung des Therapieansprechens auf Docetaxel zu untersuchen. Weiterhin sollte untersucht werden, ob die [68Ga]PSMA-Retention mit der PSMA-Expression korreliert. Im zweiten Teil wurde ein Zusammenhang zwischen der Expression von PSMA und der Resistenzentwicklung gegen Docetaxel untersucht. Methoden: Für die in-vitro Experimente wurden die hormonabhängige Zelllinie LNCaP sowie die hormonunabhängige Zelllinie LNCaP C4-2 verwendet. Im zweiten Teil wurden zusätzlich PSMA-negative PC-3 Zellen eingesetzt. Die aufgenommene bzw. gebundene Traceraktivität wurde mittels Gammacounter gemessen. Die Untersuchung der PSMA-Expression erfolgte mit Western-Blot und Durchflusszytometrie. Ein PSMA-Knockdown-System wurde mittels siRNA in LNCaP-Zellen etabliert. Ergebnisse: Die PSMA-Expression und die Sensitivität gegenüber Docetaxel waren bei LNCaP Zellen tendenziell erhöht gegenüber der LNCaP C4-2 Zelllinie. Nach Docetaxelbehandlung zeigte sich in beiden Zellreihen eine unveränderte PSMA-Expression. Der PSMA-spezifische PET-Tracer zeigte, im Vergleich zu den metabolischen Tracern [18F]FDG und [18F]Cholin, eine nur sehr geringe Retention. Im Vergleich der Zelllinien untereinander nahmen LNCaP C4-2 Zellen ca. 50 % mehr [18F]FDG auf als LNCaP Zellen. Die Aufnahme von [18F]Cholin unterschied sich nicht signifikant. Der Tracer [68Ga]PSMA zeigte eine höhere Bindung an LNCaP Zellen im Vergleich zu LNCaP C4-2 Zellen. In weiteren Versuchen konnte gezeigt werden, dass sowohl [18F]FDG als auch [18F]Cholin, nicht jedoch [68Ga]PSMA in vitro ein Therapieansprechen auf Docetaxel durch verminderte Traceraufnahme in beiden Zelllinien aufzeigen. Es konnte zudem eine direkte Korrelation zwischen der [68Ga]PSMA-Bindung und der PSMA-Expression nachgewiesen werden. Nach einer siRNA-vermittelten Verminderung der PSMA-Expression in LNCaP Zellen (Knockdown-Zellen) zeigte sich eine deutlich geringere Sensitivität für Docetaxel. Gleichzeitig war jedoch die Docetaxelsensitivität von PSMA-negativen PC-3 Zellen höher als die von LNCaP Knockdown-Zellen. Schlussfolgerung: Insgesamt zeigten unsere Untersuchungen, dass sich die PET-Tracer [18F]FDG und [68Ga]PSMA zur Unterscheidung des androgenabhängigen Zellmodells vom androgenunabhängigen Modell eignen. Außerdem ermöglicht der [68Ga]PSMA-Tracer eine Einschätzung der PSMA-Expression. Die Tracer [18F]FDG und [18F]Cholin eignen sich in vitro für die Beurteilung des Therapieansprechens einer Docetaxeltherapie, [68Ga]PSMA dagegen nicht. Die PSMA-Expression scheint ein entscheidender, aber nicht alleinstehender Faktor für die Sensitivität von LNCaP Zellen gegenüber Docetaxel zu sein. Es scheinen hierbei allerdings eher der Verlust von PSMA, wie im Knockdown-Modell induziert, sowie bislang unbekannte Faktoren eine wichtige Rolle zu spielen.Prostate carcinoma (PCa) is currently the most frequent cancer in men in Germany and is the second leading cause of cancer deaths. Currently, diagnostics more and more often include molecular imaging using PET/CT and the tracers [18F]choline and [68Ga]PSMA. The latter selectively detects the prostate-specific membrane antigen (PSMA), which is often overexpressed in prostate cancer cells. The growth of PCa is usually androgen-dependent, although it is sometimes also developing independently of androgen. For the chemotherapeutic agent docetaxel, which is used for castration-resistant carcinomas and advanced stages, the development of resistance is observed again and again, resulting in insufficient efficacy. The aim of this work was to evaluate the potential of different PET tracers ([18F]FDG, [18F]Choline and [68Ga]PSMA) for the imaging of androgen-dependent and independent prostate carcinoma cells as well as their potential for the assessment of therapy response to docetaxel. Furthermore, it should be investigated whether [68Ga]PSMA uptake correlates with PSMA expression. In the second part, an association between the expression of PSMA and the development of resistance to docetaxel was investigated. Methods: For the in vitro experiments the hormone-dependent cell line LNCaP and the hormone-independent cell line LNCaP C4-2 were used. In the second part PSMA-negative PC-3 cells were additionally used. The tracer uptake and binding activity was measured by gamma counter. PSMA expression was determined by Western blot and flow cytometry. A PSMA knockdown system was established in LNCaP cells using siRNA. Results: PSMA expression and sensitivity to docetaxel were increased in LNCaP cells compared to the LNCaP C4-2 cells. After docetaxel treatment, both cell lines showed unchanged PSMA expression. Compared to the metabolic tracers [18F]FDG and [18F]choline, the PSMA-specific PET tracer showed very low uptake. In comparison of the cell lines, LNCaP C4-2 cells took up about 50 % more [18F]FDG than LNCaP cells. The uptake of [18F]choline did not differ significantly. The tracer [68Ga]PSMA showed a higher binding to LNCaP cells compared to LNCaP C4-2 cells. In further experiments it was observed that both [18F]FDG and [18F]choline, but not [68Ga]PSMA, in vitro showed a therapy response to docetaxel by reduced tracer uptake in both cell lines. A direct correlation between [68Ga]PSMA binding and PSMA expression was also found. After a siRNA-mediated reduction of PSMA expression in LNCaP cells (knockdown cells), a significantly lower sensitivity for docetaxel was observed. At the same time, however, the docetaxel sensitivity of PSMA-negative PC-3 cells was higher than that of LNCaP knockdown cells. Conclusion: Overall, our investigations showed that the PET tracers [18F]FDG and [68Ga]PSMA are suitable for differentiating the androgen-dependent cell model from the androgen-independent model. In addition, the [68Ga]PSMA tracer allows an assessment of PSMA expression. The tracers [18F]FDG and [18F]choline are suitable for in vitro assessment of response to docetaxel therapy, whereas [68Ga]PSMA is not. PSMA expression seems to be a critical, but not unique, factor for the sensitivity of LNCaP cells to docetaxel. However, the loss of PSMA, as induced in the knockdown model, as well as unknown factors seem to play an important role

    Prognostic implications of dual tracer PET/CT: PSMA ligand and [18F]FDG PET/CT in patients undergoing [177Lu]PSMA radioligand therapy

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    Background!#!Prostate-specific membrane antigen (PSMA)-targeted radioligand therapy (RLT) with !##!Materials and methods!#!This bicentric analysis included 54 patients with mCRPC who underwent both FDG and PSMA ligand PET/CT imaging before RLT. In all patients, the pattern of PSMA ligand and FDG uptake was visually assessed. Patients with at least one FDG-positive, but PSMA-negative (FDG+/PSMA-) lesions were compared to patients without any FDG+/PSMA- lesions. A log-rank analysis was used to assess the difference in OS between subgroups.!##!Results!#!Median OS was 11 ± 1.8 months (95% CI 7.4-14.6). A significantly lower OS (p &amp;lt; 0.001) was found in patients with at least one FDG+/PSMA- lesion at baseline PET/CTs (n = 18) with a median OS of 6.0 ± 0.5 months (95% CI: 5.0-7.0 months). In comparison, patients without any FDG+/PSMA- lesions (n = 36) had a median OS of 16.0 ± 2.5 months (95% CI: 11.2-20.8 months).!##!Conclusion!#!FDG+/PSMA- lesions are a negative predictor of overall survival in patients with mCRPC undergoing RLT. However, it remains to be determined if patients with FDG+/PSMA- lesions should be excluded from PSMA RLT
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