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    <title>Eivor Hernes | Theragnostic Imaging</title>
    <link>https://www.theragnostics.no/en/author/eivor-hernes/</link>
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    <description>Eivor Hernes</description>
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      <title>Eivor Hernes</title>
      <link>https://www.theragnostics.no/en/author/eivor-hernes/</link>
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    <item>
      <title>First-in-Human Phase 0 Study of AB001, a Prostate-Specific Membrane Antigen-Targeted 212Pb Radioligand, in Patients with Metastatic Castration-Resistant Prostate Cancer</title>
      <link>https://www.theragnostics.no/en/publications/berner-2025-first-in-human/</link>
      <pubDate>Thu, 01 May 2025 00:00:00 +0000</pubDate>
      <guid>https://www.theragnostics.no/en/publications/berner-2025-first-in-human/</guid>
      <description>&lt;hr&gt;
&lt;p&gt;AB001, a prostate-specific membrane antigen (PSMA)-targeted small molecule labeled with the in vivo-generating α-emitter &lt;sup&gt;212&lt;/sup&gt;Pb, was investigated in a phase 0 trial in patients with metastatic castration-resistant prostate cancer (mCRPC). The primary objective was to explore the feasibility of γ-camera imaging to assess biodistribution and uptake in metastatic lesions.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Methods:&lt;/strong&gt; Three patients with progressive mCRPC and Eastern Cooperative Oncology Group performance status 1 were included, having prostate-specific antigen levels of 0.44, 0.75, and 15 µg/L. All had at least 3 PSMA-expressing metastatic lesions, with an SUV&lt;sub&gt;max&lt;/sub&gt; range of 10.1-77.4 on PSMA PET. Each patient received a microdose of 9.4 ± 0.3 MBq of AB001 intravenously. Planar γ-camera and SPECT/CT imaging was scheduled 1-3 h and 16-24 h after administration. Whole-body clearance was assessed with NaI probe measurements. Activity of &lt;sup&gt;212&lt;/sup&gt;Pb in whole blood and plasma was measured to investigate clearance from blood and in vivo stability of the ligand. Safety, tolerability, and efficacy biomarkers (prostate-specific antigen, alkaline phosphatase) were followed for 28 d.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Results:&lt;/strong&gt; AB001 uptake in the lesion with the highest PSMA expression, a retrocaval lymph node metastasis with a short-axis diameter of 11 mm, was visualized on SPECT. Uptake of AB001 was not clearly demonstrated for other metastatic lesions, possibly because of the lower PSMA expression of these metastases on PSMA PET, combined with the administered AB001 microdose and imaging system limitations. Kidney, urinary bladder with contents, and liver uptake of AB001 were clearly distinguishable from adjacent tissue, and the blood pool content was seen. Salivary glands were not visualized. Blood analyses indicated stability of AB001 after injection, and whole-body probe measurements demonstrated an effective half-life of 8 h. There were no complications related to injection of AB001 or adverse reactions during follow-up. As expected for a phase 0 study, there was no indication of therapeutic effects as assessed by prostate-specific antigen and alkaline phosphatase.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Conclusion:&lt;/strong&gt; The &lt;sup&gt;212&lt;/sup&gt;Pb-based radioligand AB001 was safely administered to mCRPC patients. γ-camera imaging of AB001 was feasible, even at a microdose, and demonstrated metastatic targeting, albeit for only 1 lesion. The promising biodistribution and clearance encourage further clinical investigation.&lt;/p&gt;
</description>
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    <item>
      <title>Added Value of [18F]PSMA-1007 PET/CT and PET/MRI in Patients With Biochemically Recurrent Prostate Cancer: Impact on Detection Rates and Clinical Management</title>
      <link>https://www.theragnostics.no/en/publications/abrahamsen-2025-added/</link>
      <pubDate>Wed, 01 Jan 2025 00:00:00 +0000</pubDate>
      <guid>https://www.theragnostics.no/en/publications/abrahamsen-2025-added/</guid>
      <description>&lt;hr&gt;
&lt;p&gt;Prostate-specific membrane antigen (PSMA) positron emission tomography (PET) can change management in a large fraction of patients with biochemically recurrent prostate cancer (BCR). To investigate the added value of PET to MRI and CT for this patient group, and to explore whether the choice of the PET paired modality (PET/MRI vs. PET/CT) impacts detection rates and clinical management. Retrospective. 41 patients with BCR (median age [range]: 68 [55-78]). 3T, including T1-weighted gradient echo (GRE), T2-weighted turbo spin echo (TSE) and dynamic contrast-enhanced GRE sequences, diffusion-weighted echo-planar imaging, and a T1-weighted TSE spine sequence. In addition to MRI, [&lt;sup&gt;18&lt;/sup&gt;F]PSMA-1007 PET and low-dose CT were acquired on the same day. Images were reported using a five-point Likert scale by two teams each consisting of a radiologist and a nuclear medicine physician. The radiologist performed a reading using CT and MRI data and a joint reading between radiologist and nuclear medicine physician was performed using MRI, CT, and PET from either PET/MRI or PET/CT. Findings were presented to an oncologist to create intended treatment plans. Intrareader and interreader agreement analysis was performed. McNemar test, Cohen&amp;rsquo;s κ, and intraclass correlation coefficients. A P-value &amp;lt;0.05 was considered significant. 7 patients had positive findings on MRI and CT, 22 patients on joint reading with PET/CT, and 18 patients joint reading with PET/MRI. For overall positivity, interreader agreement was poor for MR and CT (κ = 0.36) and almost perfect with addition of PET (PET/CT κ = 0.85, PET/MRI κ = 0.85). The addition of PET from PET/CT and PET/MRI changed intended treatment in 20 and 18 patients, respectively. Between joint readings, intended treatment was different for eight patients. The addition of [&lt;sup&gt;18&lt;/sup&gt;F]PSMA-1007 PET/MRI or PET/CT to MRI and CT may increase detection rates, could reduce interreader variability, and may change intended treatment in half of patients with BCR. 3 TECHNICAL EFFICACY: Stage 3.&lt;/p&gt;
</description>
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    <item>
      <title>Outcome prediction based on [18F]FDG PET/CT in patients with pleural mesothelioma treated with ipilimumab and nivolumab &#43;/- UV1 telomerase vaccine</title>
      <link>https://www.theragnostics.no/en/publications/thunold-2025-outcome/</link>
      <pubDate>Wed, 01 Jan 2025 00:00:00 +0000</pubDate>
      <guid>https://www.theragnostics.no/en/publications/thunold-2025-outcome/</guid>
      <description>&lt;hr&gt;
&lt;p&gt;The introduction of immunotherapy in pleural mesothelioma (PM) has highlighted the need for effective outcome predictors. This study explores the role of [18F]FDG PET/CT in predicting outcomes in PM treated with immunotherapy. Patients from the NIPU trial, receiving ipilimumab and nivolumab +/- telomerase vaccine in second-line, were included. [18F]FDG PET/CT was obtained at baseline (n = 100) and at week-5 (n = 76). Metabolic tumour volume (MTV) and peak standardised uptake value (SUV&lt;sub&gt;peak&lt;/sub&gt;) were evaluated in relation to survival outcomes. Wilcoxon rank-sum test was used to assess differences in MTV, total lesion glycolysis (TLG), maximum standardised uptake value (SUV&lt;sub&gt;max&lt;/sub&gt;) and SUV&lt;sub&gt;peak&lt;/sub&gt; between patients exhibiting an objective response, defined as either partial response or complete response according to the modified Response Criteria in Solid Tumours (mRECIST) and immune RECIST (iRECIST), and non-responders, defined as either stable disease or progressive disease as their best overall response. Univariate Cox regression revealed significant associations of MTV with OS (HR 1.36, CI: 1.14, 1.62, p &amp;lt; 0.001) and PFS (HR 1.18, CI: 1.03, 1.34, p = 0.02), while multivariate analysis showed a significant association with OS only (HR 1.35, CI: 1.09, 1.68, p = 0.007). While SUV&lt;sub&gt;peak&lt;/sub&gt; was not significantly associated with OS or PFS in univariate analyses, it was significantly associated with OS in multivariate analysis (HR 0.43, CI: 0.23, 0.80, p = 0.008). Objective responders had significant reductions in TLG, SUV&lt;sub&gt;max&lt;/sub&gt; and SUV&lt;sub&gt;peak&lt;/sub&gt; at week-5. MTV provides prognostic value in PM treated with immunotherapy. High SUV&lt;sub&gt;peak&lt;/sub&gt; was not associated with inferior outcomes, which could be attributed to the distinct mechanisms of immunotherapy. Early reductions in PET metrics correlated with treatment response. The NIPU trial (NCT04300244) is registered at clinicaltrials.gov. https://classic. gov/ct2/show/NCT04300244?cond=Pleural+Mesothelioma&amp;amp;cntry=NO&amp;amp;draw=2&amp;amp;rank=4.&lt;/p&gt;
</description>
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    <item>
      <title>Deep learning-based automatic delineation of anal cancer gross tumour volume: a multimodality comparison of CT, PET and MRI</title>
      <link>https://www.theragnostics.no/en/publications/groendahl-2022-deep/</link>
      <pubDate>Sat, 01 Jan 2022 00:00:00 +0000</pubDate>
      <guid>https://www.theragnostics.no/en/publications/groendahl-2022-deep/</guid>
      <description>&lt;hr&gt;
&lt;p&gt;Accurate target volume delineation is a prerequisite for high-precision radiotherapy. However, manual delineation is resource-demanding and prone to interobserver variation. An automatic delineation approach could potentially save time and increase delineation consistency. In this study, the applicability of deep learning for fully automatic delineation of the gross tumour volume (GTV) in patients with anal squamous cell carcinoma (ASCC) was evaluated for the first time. An extensive comparison of the effects single modality and multimodality combinations of computed tomography (CT), positron emission tomography (PET), and magnetic resonance imaging (MRI) have on automatic delineation quality was conducted. 18F-fluorodeoxyglucose PET/CT and contrast-enhanced CT (ceCT) images were collected for 86 patients with ASCC. A subset of 36 patients also underwent a study-specific 3T MRI examination including T2- and diffusion-weighted imaging. The resulting two datasets were analysed separately. A two-dimensional U-Net convolutional neural network (CNN) was trained to delineate the GTV in axial image slices based on single or multimodality image input. Manual GTV delineations constituted the ground truth for CNN model training and evaluation. Models were evaluated using the Dice similarity coefficient (Dice) and surface distance metrics computed from five-fold cross-validation. CNN-generated automatic delineations demonstrated good agreement with the ground truth, resulting in mean Dice scores of 0.65-0.76 and 0.74-0.83 for the 86 and 36-patient datasets, respectively. For both datasets, the highest mean Dice scores were obtained using a multimodal combination of PET and ceCT (0.76-0.83). However, models based on single modality ceCT performed comparably well (0.74-0.81). T2W-only models performed acceptably but were somewhat inferior to the PET/ceCT and ceCT-based models. CNNs provided high-quality automatic GTV delineations for both single and multimodality image input, indicating that deep learning may prove a versatile tool for target volume delineation in future patients with ASCC.&lt;/p&gt;
</description>
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    <item>
      <title>Localization of primary prostate cancer: FACBC PET/CT compared with multiparametric MRI using histopathology as reference standard</title>
      <link>https://www.theragnostics.no/en/publications/hole-2021-localization/</link>
      <pubDate>Fri, 15 Oct 2021 00:00:00 +0000</pubDate>
      <guid>https://www.theragnostics.no/en/publications/hole-2021-localization/</guid>
      <description>&lt;hr&gt;
&lt;p&gt;FACBC (anti-1-amino-3-&lt;sup&gt;18&lt;/sup&gt;F-fluorocyclobutane-1-carboxylic acid) is a FDA-approved PET-tracer in patients with suspected recurrent prostate cancer. In the diagnostic work-up of primary prostate cancer, accurate localization of the index tumor is needed for image-guidance of biopsies. We therefore assessed the performance of FACBC PET/CT to detect and localize the index tumor and compared it to multiparametric MRI (mpMRI) using whole-mount histopathology as reference standard. Twenty-three patients with biopsy-proven prostate cancer had FACBC PET/CT and mpMRI within two weeks prior to prostatectomy. FACBC PET/CT was acquired as 14 minutes list-mode and re-binned into seven 2-minutes intervals. Static FACBC was the acquired data from 4-6 minutes, whereas the dynamic FACBC included all seven intervals. Two radiologists and two nuclear medicine physicians independently interpreted the images and consensus was reached in case of discrepancy. Static PET detected 15 of 23 (65%) of the index tumors, dynamic PET detected 14 of 22 (64%), and MRI detected 20 of 23 (87%). To assess the extent of the tumor, the interpreters delineated the tumor in a 12-regions sector-based template. True positive, true negative, false positive and false negative sectors were recorded based on the template drawings and whole-mount histopathology. Both static and dynamic FACBC PET had sensitivity of 40% and specificity of 99%, whereas MRI had sensitivity of 81% and specificity of 100%. Our data indicate that FACBC PET/CT may be useful but that mpMRI is better for localizing the index tumor in patients with prostate cancer.&lt;/p&gt;
</description>
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    <item>
      <title>Robotic salvage pelvic lymph node dissection for locoregional recurrence after radical prostatectomy: a single institution experience</title>
      <link>https://www.theragnostics.no/en/publications/hopland-2021-robotic/</link>
      <pubDate>Sun, 01 Aug 2021 00:00:00 +0000</pubDate>
      <guid>https://www.theragnostics.no/en/publications/hopland-2021-robotic/</guid>
      <description>&lt;hr&gt;
&lt;p&gt;To assess treatment response (PSA &amp;lt; 0.2 ng/ml), need for additional therapy and complication rate after robot assisted salvage pelvic lymph node dissection (sPLND). Analysis of outcomes data from radical prostatectomy (RP) patients consecutively operated with robot assisted sPLND due to biochemical recurrence and positron-emission tomography (PET)/computed tomography (CT)-detected nodal recurrence of pelvic lymph nodes. Sixty-nine patients underwent robotic sPLND after a median time of 47 months post- RP. Sixty-four patients (93%) had malignant lymph nodes upon histological assessment of sPLND specimen. Twenty patients (29%) achieved PSA &amp;lt; 0.2 ng/ml 6 weeks postoperatively. After median (IQR) follow-up of 15 months (10-27), fourteen patients (20%) still had PSA &amp;lt; 0.2 ng/ml without additional therapy and forty-one patients (59%) had started additional therapy. No significant predictor for treatment response was found. Postoperative complications occurred in 14 patients (20%). Eleven of these complications were classified as Clavien-Dindo grade 1. Oncological benefit of sPLND as the only salvage procedure seems to be limited, though almost one third of patients achieved treatment response. Clinical trials are needed to determine if sPLND as part of a multimodal treatment may improve outcome.&lt;/p&gt;
</description>
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    <item>
      <title>18F-Fluciclovine PET for Assessment of Prostate Cancer with Histopathology as Reference Standard: A Systematic Review</title>
      <link>https://www.theragnostics.no/en/publications/seierstad-2021-sup-18-supf-fluciclovine/</link>
      <pubDate>Thu, 01 Apr 2021 00:00:00 +0000</pubDate>
      <guid>https://www.theragnostics.no/en/publications/seierstad-2021-sup-18-supf-fluciclovine/</guid>
      <description>&lt;hr&gt;
&lt;p&gt;The PET tracer &lt;sup&gt;18&lt;/sup&gt;F-fluciclovine (Axumin) was recently approved in the United States and Europe for men with suspected prostate cancer recurrence following prior treatment. This article summarizes studies where systematic sector-based histopathology was used as reference standard to assess the diagnostic accuracy of the tracer &lt;sup&gt;18&lt;/sup&gt;F-fluciclovine PET in patients with prostate cancer.&lt;/p&gt;
</description>
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    <item>
      <title>Prostate-Specific Membrane Antigen PET for Assessment of Primary and Recurrent Prostate Cancer with Histopathology as Reference Standard: A Systematic Review and Meta-Analysis</title>
      <link>https://www.theragnostics.no/en/publications/hernes-2021-prostate-specific/</link>
      <pubDate>Thu, 01 Apr 2021 00:00:00 +0000</pubDate>
      <guid>https://www.theragnostics.no/en/publications/hernes-2021-prostate-specific/</guid>
      <description>&lt;hr&gt;
&lt;p&gt;Prostate-specific membrane antigen PET is a promising diagnostic tool in prostate cancer. The gold standard for the detection of prostate tumor and lymph node metastases is histopathology. The aim of the present review was to investigate accuracy measures of &lt;sup&gt;68&lt;/sup&gt;Ga/&lt;sup&gt;18&lt;/sup&gt;F-labeled prostate-specific membrane antigen PET tracers in primary and recurrent prostate cancer with systematic sector-based histopathology as the reference standard. A systematic literature search was performed and 34 studies were included. Overall, prostate-specific membrane antigen PET showed high specificity, but variable sensitivity to localize known prostate cancer and detect pelvic lymph node metastases.&lt;/p&gt;
</description>
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    <item>
      <title>Metastatic-directed therapy using PSMA-PET/CT at PSA relapse</title>
      <link>https://www.theragnostics.no/en/publications/lilleby-2019-metastatic-directed/</link>
      <pubDate>Fri, 09 Aug 2019 00:00:00 +0000</pubDate>
      <guid>https://www.theragnostics.no/en/publications/lilleby-2019-metastatic-directed/</guid>
      <description>&lt;hr&gt;
&lt;p&gt;The side effects of androgen deprivation therapy (ADT) as general treatment against prostate cancer are known to impair quality of life. However, the optimal onset of ADT at PSA relapse is unknown, especially in patients with normal testosterone. In our case a limited PSMA avid lymph node was detected on PET/CT. Our case highlights the importance of metastasis-directed therapy balancing general versus tailored treatment in the decision making in the era of advanced molecular imaging. By using PSMA-PET/CT and radiation we were able to pinpoint the metastasis prolonging the ADT-free survival, thus sparing the patient the side-effects of continuous ADT.&lt;/p&gt;
</description>
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    <item>
      <title>Anal cancer chemoradiotherapy outcome prediction using 18F-fluorodeoxyglucose positron emission tomography and clinicopathological factors</title>
      <link>https://www.theragnostics.no/en/publications/rusten-2019-anal/</link>
      <pubDate>Wed, 01 May 2019 00:00:00 +0000</pubDate>
      <guid>https://www.theragnostics.no/en/publications/rusten-2019-anal/</guid>
      <description>&lt;hr&gt;
&lt;p&gt;To assess the role of [&lt;sup&gt;18&lt;/sup&gt;F]fluorodeoxyglucose (FDG) positron emission tomography (PET), obtained before and during chemoradiotherapy, in predicting locoregional failure relative to clinicopathological factors for patients with anal cancer. 93 patients with anal squamous cell carcinoma treated with chemoradiotherapy were included in a prospective observational study (NCT01937780). FDG-PET/CT was performed for all patients before treatment, and for a subgroup (&lt;em&gt;n&lt;/em&gt; = 39) also 2 weeks into treatment. FDG-PET was evaluated with standardized uptake values (SUV&lt;sub&gt;max/peak/mean&lt;/sub&gt;), metabolic tumor volume (MTV), total lesion glycolysis (TLG), and a proposed Z-normalized combination of MTV and SUV&lt;sub&gt;peak&lt;/sub&gt; (ZMP). The objective was to predict locoregional failure using FDG-PET, tumor and lymph node stage, gross tumor volume (GTV) and human papilloma virus (HPV) status in univariate and bivariate Cox regression analysis. N3 lymph node stage, HPV negative tumor, GTV, MTV, TLG and ZMP were in univariate analysis significant predictors of locoregional failure (&lt;em&gt;p&lt;/em&gt; &amp;lt; 0.01), while SUV&lt;sub&gt;max/peak/mean&lt;/sub&gt; were not (&lt;em&gt;p&lt;/em&gt; &amp;gt; 0.2). In bivariate analysis HPV status was the most independent predictor in combinations with N3 stage, ZMP, TLG, and MTV (&lt;em&gt;p&lt;/em&gt; &amp;lt; 0.02). The FDG-PET parameters at 2 weeks into radiotherapy decreased by 30-40 % of the initial values, but neither absolute nor relative decrease improved the prediction models. Pre-treatment PET parameters are predictive of chemoradiotherapy outcome in anal cancer, although HPV negativity and N3 stage are the strongest single predictors. Predictions can be improved by combining HPV with PET parameters such as MTV, TLG or ZMP. PET 2 weeks into treatment does not provide added predictive value. Pre-treatment PET parameters of anal cancer showed a predictive role independent of clinicopathological factors. Although the PET parameters show substantial reduction from pre- to mid-treatment, the changes were not predictive of chemoradiotherapy outcome.&lt;/p&gt;
</description>
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    <item>
      <title>Target volume delineation of anal cancer based on magnetic resonance imaging or positron emission tomography</title>
      <link>https://www.theragnostics.no/en/publications/rusten-2017-target/</link>
      <pubDate>Wed, 06 Sep 2017 00:00:00 +0000</pubDate>
      <guid>https://www.theragnostics.no/en/publications/rusten-2017-target/</guid>
      <description>&lt;hr&gt;
&lt;p&gt;To compare target volume delineation of anal cancer using positron emission tomography (PET) and magnetic resonance imaging (MRI) with respect to inter-observer and inter-modality variability. Nineteen patients with anal cancer undergoing chemoradiotherapy were prospectively included. Planning computed tomography (CT) images were co-registered with 18F-fluorodexocyglucose (FDG) PET/CT images and T2 and diffusion weighted (DW) MR images. Three oncologists delineated the Gross Tumor Volume (GTV) according to national guidelines and the visible tumor tissue (GTV&lt;sub&gt;T&lt;/sub&gt;). MRI and PET based delineations were evaluated by absolute volumes and Dice similarity coefficients. The median volume of the GTVs was 27 and 31 cm&lt;sup&gt;3&lt;/sup&gt; for PET and MRI, respectively, while it was 6 and 11 cm&lt;sup&gt;3&lt;/sup&gt; for GTV&lt;sub&gt;T&lt;/sub&gt;. Both GTV and GTV&lt;sub&gt;T&lt;/sub&gt; volumes were highly correlated between delineators (r = 0.90 and r = 0.96, respectively). The median Dice similarity coefficient was 0.75 when comparing the GTVs based on PET/CT (GTV&lt;sub&gt;PET&lt;/sub&gt;) with the GTVs based on MRI and CT (GTV&lt;sub&gt;MRI&lt;/sub&gt;). The median Dice coefficient was 0.56 when comparing the visible tumor volume evaluated by PET (GTV&lt;sub&gt;T_PET&lt;/sub&gt;) with the same volume evaluated by MRI (GTV&lt;sub&gt;T_MRI&lt;/sub&gt;). Margins of 1-2 mm in the axial plane and 7-8 mm in superoinferior direction were required for coverage of the individual observer&amp;rsquo;s GTVs. The rather good agreement between PET- and MRI-based GTVs indicates that either modality may be used for standard target delineation of anal cancer. However, larger deviations were found for GTV&lt;sub&gt;T&lt;/sub&gt;, which may impact future tumor boost strategies.&lt;/p&gt;
</description>
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    <item>
      <title>Dynamic 2-Deoxy-2-[18F]Fluoro-D-Glucose Positron Emission Tomography for Chemotherapy Response Monitoring of Breast Cancer Xenografts</title>
      <link>https://www.theragnostics.no/en/publications/kristian-2017-dynamic/</link>
      <pubDate>Sat, 01 Apr 2017 00:00:00 +0000</pubDate>
      <guid>https://www.theragnostics.no/en/publications/kristian-2017-dynamic/</guid>
      <description>&lt;hr&gt;
&lt;p&gt;Non-invasive response monitoring can potentially be used to guide therapy selection for breast cancer patients. We employed dynamic 2-deoxy-2-[&lt;sup&gt;18&lt;/sup&gt;F]fluoro-D-glucose positron emission tomography ([&lt;sup&gt;18&lt;/sup&gt;F]FDG PET) to evaluate changes in three breast cancer xenograft lines in mice following three chemotherapy regimens. Sixty-six athymic nude mice bearing bilateral breast cancer xenografts (two basal-like and one luminal-like subtype) underwent three 60 min [&lt;sup&gt;18&lt;/sup&gt;F]FDG PET scans. Scans were performed prior to and 3 and 10 days after treatment with doxorubicin, paclitaxel, or carboplatin. Tumor growth was monitored in parallel. A pharmacokinetic compartmental model was fitted to the tumor uptake curves, providing estimates of transfer rates between the vascular, non-metabolized, and metabolized compartments. Early and late standardized uptake values (SUV&lt;sub&gt;E&lt;/sub&gt; and SUV&lt;sub&gt;L&lt;/sub&gt;, respectively); the rate constants k &lt;sub&gt;1&lt;/sub&gt;, k &lt;sub&gt;2&lt;/sub&gt;, and k &lt;sub&gt;3&lt;/sub&gt;, and the intravascular fraction v &lt;sub&gt;B&lt;/sub&gt; were estimated. Changes in tumor volume were used as a response measure. Multivariate partial least-squares regression (PLSR) was used to assess if PET parameters could model tumor response and to identify PET parameters with the largest impact on response. Treatment responders had significantly larger perfusion-related parameters (k &lt;sub&gt;1&lt;/sub&gt; and k &lt;sub&gt;2&lt;/sub&gt;) and lower metabolism-related parameter (k &lt;sub&gt;3&lt;/sub&gt;) than non-responders 10 days after the start of treatment. These findings were further supported by the PLSR analysis, which showed that k &lt;sub&gt;1&lt;/sub&gt; and k &lt;sub&gt;2&lt;/sub&gt; at day 10 and changes in k &lt;sub&gt;3&lt;/sub&gt; explained most of the variability in response to therapy, whereas SUV&lt;sub&gt;L&lt;/sub&gt; and particularly SUV&lt;sub&gt;E&lt;/sub&gt; were of lesser importance. Overall, rate parameters related to both tumor perfusion and metabolism were associated with tumor response. Conventional metrics of [&lt;sup&gt;18&lt;/sup&gt;F]FDG uptake such as SUV&lt;sub&gt;E&lt;/sub&gt; and SUV&lt;sub&gt;L&lt;/sub&gt; apparently had little relation to tumor response, thus necessitating full dynamic scanning and pharmacokinetic analysis for optimal evaluation of chemotherapy-induced changes in breast cancers.&lt;/p&gt;
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