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Mass spectrometry-based quantification of steroids for the diagnostic workup of adrenal tumors
(2023)
Tumors of the adrenal gland belong to the most frequent neoplasms in humans with a prevalence of 3–10 % in adults. The aim of the diagnostic workup is the identification of potentially hormone-secreting and / or malignant tumors, because most of these tumors will require surgical resection. Malignant adrenocortical carcinomas (ACC) are very rare and associated with a poor prognosis in advanced stages, therefore, an early and accurate diagnosis is crucial.
Within this thesis, two liquid chromatography tandem mass spectrometry (LC-MS/MS) methods for the quantification of steroids in different biomaterials were developed to improve the diagnostic workup of adrenal tumors.
First, an LC-MS/MS method for the simultaneous quantification of cortisol and dexamethasone in serum samples after dexamethasone suppression test (DST) was developed, validated, and applied to 400 clinical samples. Newly established method-specific threshold concentrations for cortisol and dexamethasone increased DST specificity from 67.5 % to 92.4 % while preserving 100 % sensitivity.
Second, an LC-MS/MS method for the quantification of eleven urinary steroids was developed and validated to improve the differentiation between ACC and adrenocortical adenomas (ACA). A decision tree requiring only two steroids was trained for classification and tested based on 24 h urine samples from 268 patients with adrenal tumor. Malignancy was excluded with a negative predictive value of 100 % in an independent validation cohort of 84 samples of 24-h urine. A newly proposed simplified diagnostic workflow with urinary steroid profiling as first tier test could obviate additional adrenal-specific imaging in 42 of 64 patients with ACA.
The new DST method is already in clinical use at the University Hospital Würzburg, whereas the classification model based on urinary steroid profiling will require prospective validation in a larger cohort.
Recent studies have hinted to an involvement of epithelial to mesenchymal transition, a mechanism often associated with metastasis in epithelial cancers, in adrenocortical carcinoma. In addition, the knowledge about the FGF/FGFR pathway in pathogenesis of the adrenal gland, a pathway often associated with the epithelial to mesenchymal transition, is sparse and fragmented.
We assessed, in a large number of normal, benign and malignant adrenocortical tissues (a total of 181 different samples), the expression of canonical and novel epithelial and mesenchymal markers and compared it with their expression in typical epithelial and mesenchymal tissues. In addition, we also quantified the expression of most members of the FGF/FGFR pathway in adrenocortical tissues and compared it against well-studied epithelial and mesenchymal tissues as well as between malignant and not malignant adrenocortical tissues, in order to assess the possible connection to epithelial to mesenchymal transition and find possible drug targets. Surprisingly, both normal and neoplastic adrenocortical tissues lacked expression of epithelial markers (e.g. E-Cadhering or EpCAM) but strongly expressed mesenchymal markers (e.g. N-Cadherin or SLUG), suggesting a higher similarity of adrenocortical tissues to mesenchymal compared to epithelial tissues, reminiscent of the adrenocortical origin from the intermediate mesoderm. Despite their ubiquitous expression in all adrenocortical tissues, mesenchymal markers had a variable expression in adrenocortical carcinoma, associating either directly or inversely with different clinical markers of tumor aggressiveness. Lymph node infiltration was associated with high expression of SLUG (p = 0.04), and at the same time low expression of N-cadherin (p = 0.001), and the same pattern was observed for venous infiltration of tumoral tissue, Weiss score of tumor malignancy or Ki67 proliferation marker. In malignant compared to benign adrenal tumors, we found significant differences in the expression of 16 out of the 94 studied FGF receptor pathway related genes. Genes involved in tissue differentiation and metastatic spread through epithelial to mesenchymal transition were most strongly altered. The therapeutically targetable FGF receptors 1 and 4 were upregulated 4.6- and 6-fold, respectively, in malignant compared to benign adrenocortical tumors, which was confirmed by using two different quantification methods in both frozen and paraffin embedded tissue material. High expression of FGFR1 and 4 was significantly associated with worse patient prognosis (High FGFR1 expression was associated with a shorter overall patient survival of 84 vs 148 months (HR=1.8, 95% CI: 1.01-3.25) as well as a shorter resection free survival of 25 vs 75 months ((HR=2.93, 95% CI: 1.25-6.84), while high FGFR4 was associated with a much shorter overall survival of 50 vs 155 months (HR=2.44, 95% CI: 1.41-4.22).
In conclusion, epithelial to mesenchymal transition does not seem to play a role in adrenocortical carcinoma tumor progression, and the FGF/FGFR pathway, even if it is probably not related to EMT, is nonetheless associated with tumor aggressiveness. Furthermore, quantification of FGF receptors may enable a stratification of adrenocortical carcinoma for the use of FGFR inhibitors in future clinical trials.
Adrenocortical carcinoma (ACC) is a rare tumor and prognosis is overall poor but heterogeneous. Mitotane (MT) has been used for treatment of ACC for decades, either alone or in combination with cytotoxic chemotherapy. Even at doses up to 6 g per day, more than half of the patients do not achieve targeted plasma concentration (14–20 mg L\(^{-1}\)) even after many months of treatment due to low water solubility, bioavailability, and unfavorable pharmacokinetic profile. Here a novel MT nanoformulation with very high MT concentrations in physiological aqueous media is reported. The MT‐loaded nanoformulations are characterized by Fourier transform infrared spectroscopy, differential scanning calorimetry, and powder X‐ray diffraction which confirms the amorphous nature of the drug. The polymer itself does not show any cytotoxicity in adrenal and liver cell lines. By using the ACC model cell line NCI‐H295 both in monolayers and tumor cell spheroids, micellar MT is demonstrated to exhibit comparable efficacy to its ethanol solution. It is postulated that this formulation will be suitable for i.v. application and rapid attainment of therapeutic plasma concentrations. In conclusion, the micellar formulation is considered a promising tool to alleviate major drawbacks of current MT treatment while retaining bioactivity toward ACC in vitro.
Die Bindung des Chemokinrezeptors CCR7 mit seinen Liganden CCL19 und CCL21 initiiert neben immunmodulatorischen auch antiapoptotische Effekte und beeinflusst die Geschwindigkeit der Zellmigration. Ein Zusammenhang zwischen CCR7-Expression und Lymphknotenmetastasierung sowie Gesamtüberleben ist für verschiedene Tumor-Entitäten dokumentiert. In der vorliegenden Arbeit wird erstmalig die CCR7-Expression in der Nebenniere, bei Nebennierenadenomen (ACA) und beim Nebennierenkarzinom (ACC) untersucht.
Methoden: Es wurden insgesamt 252 Nebennierengewebe (ACC n=128, ACC-Metastasen n=61, ACA n=59, normale Nebennieren n=4) mittels immunhistochemischer Färbung und 37 Gewebe (ACC n=9, ACA n=24, normale Nebennieren n=4) mittels quantitativer real-time PCR auf CCR7-Expression hin untersucht. Anschließend wurden die Beziehungen zwischen CCR7-Level (dargestellt durch einen semiquantitativen H-Score) und ACC-Metastasierung, dem Gesamt- und progressionsfreien Überleben der Patienten und verschiedenen klinischen bzw. histopathologischen Parametern wie ENSAT-Stadium, Hormonsekretion und Ki67-Index analysiert.
Ergebnisse: CCR7 konnte in allen untersuchten Nebennierengeweben in unterschiedlicher Intensität nachgewiesen werden. In der gesunden Nebenniere fand sich eine starke CCR7-Expression in den äußeren Rindenzonen und dem Nebennierenmark. In den ACA zeigten sich vor allem in endokrin-inaktiven Adenomen (EIA, H-Score 2.4) und cortisolproduzierenden Adenomen (CPA, H-Score 2.3) hohe CCR7-Werte. EIA wiesen damit signifikant höhere CCR7-Level verglichen mit ACC und aldosteronproduzierenden Adenomen (APA) auf, deren H-Score bei 1.8 bzw. 1.3 lagen. CPA hatten eine signifikante höhere CCR7-Expression als APA (p<0.005).
Bei den Nebennierenkarzinomen fand sich ein signifikanter Unterschied zwischen der CCR7-Membran-Expression von Lymphknotenmetastasen und den Primärtumoren (H-Score: 2.5 vs. 1.8; p<0.001), sowie zwischen Lymphknotenmetastasen und Lokalrezidiven (H-Score: 2.5 vs. 1.6; p<0.001) und Lymphknotenmetastasen und Lungenmetastasen (H-Score: 2.5 vs. 1.7; p=0.03). Hinweise für eine Korrelation zwischen CCR7-Expression und der Tumorgröße, der Hormonproduktion oder verschiedener Prognosefaktoren (ENSAT-Stadium, Weiss-Score, Ki67-Index) fanden sich nicht. Patienten mit Lymphknotenmetastasen bei Diagnose des ACC wiesen in ihren Primärtumoren signifikant höhere CCR7-Level auf als Patienten ohne Lymphknotenmetastasen (H-Score Mittelwert: 2.1 vs. 1.7; p=0.02). Die CCR7-Expression hatte in diesem Patientenkollektiv keinen signifikanten Einfluss auf das Gesamt- oder das progressionsfreie Überleben. In der Tendenz erlitten Patienten mit hoher CCR7-Expression einen früheren Tumorprogress.
Schlussfolgerung: CCR7 ist regelhaft in den unterschiedlichen Nebennierengeweben exprimiert. Entsprechend der Beobachtungen bei anderen Karzinomerkrankungen, war eine hohe CCR7-Expression mit tendenziell kürzerer progressionsfreier Zeit und einer frühen Lymphknotenmetastasierung assoziiert. Um zu klären, welche weitere Rolle CCR7 in der gesunden Nebenniere und den Nebennierentumoren spielt, sind weitere Untersuchungen notwendig.
We have previously identified serum miR-483-5p as a preoperative diagnosis and prognosis biomarker for adrenocortical cancer (ACC). Here, we aimed to determine whether circulating miR-483-5p levels measured 3 months post-operatively distinguished patients with good prognosis (no recurrence for at least 3 years; NR3yrs) from patients with poor prognosis (recurrence or death within 3 years after surgery; R < 3yrs). We conducted a single-center retrospective analysis using sera from 48 patients with ACC that were initially non-metastatic and treated by surgery. Sera sampled within 3 months after surgery were available in 26 patients. MiR-483-5p absolute circulating levels were measured using quantitative PCR. Thirteen patients showed a recurrence before 3 years (=R < 3yrs). Thirteen patients showed no recurrence within 3 years, including 11 patients with a follow-up longer than 3 years (=NR3yrs). Serum miR-483-5p levels were higher in R < 3yrs than in NR3yrs: 1,541,990 ± 428,377 copies/mL vs. 388,457 ± 62,169 copies/mL (p = 0.002). Receiver operating characteristic analysis showed that a value of 752,898 copies/mL distinguished R < 3yrs from NR3yrs with 61.5% sensitivity (CI 31.6–86.1) and 100% specificity (CI 71.5–100) with an area under the curve of 0.853. Patients with a value below this threshold had a significantly longer recurrence-free and overall survival. In multivariate analysis, miR-483-5p provided the single best prognostic value for recurrence-free survival (RFS) (hazard ratio (HR) for recurrence 5.98, p < 0.011) but not for overall survival. Our study suggests that serum miR-483-5p is a potent early post-operative biomarker for ACC prognosis that might be a better predictor of RFS than currently used markers.
Adrenocortical carcinoma (ACC) represents a rare tumor entity with limited treatment options and usually rapid tumor progression in case of metastatic disease. As further treatment options are needed and ACC metastases are sensitive to external beam radiation, novel theranostic approaches could complement established therapeutic concepts. Recent developments focus on targeting adrenal cortex-specific enzymes like the theranostic twin [\(^{123/131}\)I]IMAZA that shows a good image quality and a promising therapeutic effect in selected patients. But other established molecular targets in nuclear medicine such as the C-X-C motif chemokine receptor 4 (CXCR4) could possibly enhance the therapeutic regimen as well in a subgroup of patients. The aims of this review are to give an overview of innovative radiopharmaceuticals for the treatment of ACC and to present the different molecular targets, as well as to show future perspectives for further developments since a radiopharmaceutical with a broad application range is still warranted.
Die Chemotherapie eines Nebennierenrindenkarzinomes gestaltet sich als insgesamt schwierig, da nur wenige prognostische Faktoren existieren. Ein mögliches Chemotherapie-Regime beinhaltet Streptozotocin, ein alkylierendes Chemotherapeutikum, welches Guanin in Methylguanin alkyliert. Das andere verwendete Therapieregime umfasst EDP. Die FIRM-ACT Studie war die erste randomisierte Studie, welche die beiden Chemotherapie Regime EDP und STZ in Kombination mit Mitotan in der Behandlung des fortgeschrittenen ACC analysierte. Hier konnte ein signifikant längeres progressionsfreies Überleben bei der Behandlung mit EDP + M (5 Monate) vs. STZ + M (2,1 Monate) festgestellt werden. Ein objektives Ansprechen des Tumors zeigte sich bei EDP + M bei (35 von 151 Patienten) und bei STZ + M bei (14 von 153) Patienten. Es folgte daher die Empfehlung im Versorgungsalltag EDP + M als Erstlinientherapie einzusetzen. Zur Evaluierung eines möglichen Ansprechens von STZ wurde der Methylierungsstatus von MGMT analysiert. MGMT ist ein Protein, welches Alkylierungen durch Bindung entfernt und repariert Methylguanin in Guanin. Eine Hypermethylierung führt zu einer reduzierten Expression von MGMT und folglich zu einer verminderten Reparaturkapazität. Dies führt insgesamt zu einem besseren Ansprechen der alkylierenden Chemotherapie mit längerem progressionsfreiem Überleben und Gesamtüberleben. In der Kohorte konnten dabei zwei Amplicons des MGMT-Gens mit einem statistisch signifikanten Unterschied zwischen Responder und Non-Responder festgestellt werden. Zudem untersuchten wir die Expression von GLUT-2, welcher STZ über die Zellmembran transportiert. Vier der untersuchten Proben zeigten jedoch keine membranäre Expression, diese waren Non-Responder, sodass die membranäre Expression von GLUT-2 eine erste Voraussetzung für die Aufnahme von STZ in Tumorzellen zu sein scheint. Entsprechend der Ergebnisse kann davon ausgegangen werden, dass der Methylierungsstatus der Promotorregion des MGMT-Gens als prognostischer Faktor zur Therapieentscheidung mit STZ hinzugezogen werden sollte, wenn die Tumorzellen GLUT-2 membranär exprimieren. Insgesamt könnte dies der erste Schritt einer individualisierten/stratifizierten Chemotherapie beim fortgeschrittenen ACC mit STZ sein.
Simple Summary
Using a visual-based clustering method on the TCGA RNA sequencing data of a large adrenocortical carcinoma (ACC) cohort, we were able to classify these tumors in two distinct clusters largely overlapping with previously identified ones. As previously shown, the identified clusters also correlated with patient survival. Applying the visual clustering method to a second dataset also including benign adrenocortical samples additionally revealed that one of the ACC clusters is more closely located to the benign samples, providing a possible explanation for the better survival of this ACC cluster. Furthermore, the subsequent use of machine learning identified new possible biomarker genes with prognostic potential for this rare disease, that are significantly differentially expressed in the different survival clusters and should be further evaluated.
Abstract
Adrenocortical carcinoma (ACC) is a rare disease, associated with poor survival. Several “multiple-omics” studies characterizing ACC on a molecular level identified two different clusters correlating with patient survival (C1A and C1B). We here used the publicly available transcriptome data from the TCGA-ACC dataset (n = 79), applying machine learning (ML) methods to classify the ACC based on expression pattern in an unbiased manner. UMAP (uniform manifold approximation and projection)-based clustering resulted in two distinct groups, ACC-UMAP1 and ACC-UMAP2, that largely overlap with clusters C1B and C1A, respectively. However, subsequent use of random-forest-based learning revealed a set of new possible marker genes showing significant differential expression in the described clusters (e.g., SOAT1, EIF2A1). For validation purposes, we used a secondary dataset based on a previous study from our group, consisting of 4 normal adrenal glands and 52 benign and 7 malignant tumor samples. The results largely confirmed those obtained for the TCGA-ACC cohort. In addition, the ENSAT dataset showed a correlation between benign adrenocortical tumors and the good prognosis ACC cluster ACC-UMAP1/C1B. In conclusion, the use of ML approaches re-identified and redefined known prognostic ACC subgroups. On the other hand, the subsequent use of random-forest-based learning identified new possible prognostic marker genes for ACC.
Platinbasierte Chemotherapie ist die effektivste Chemotherapie für das fortgeschrittene Nebennierenrindenkarzinom (ACC). Excision repair cross complementing group 1 (ERCC1) spielt eine entscheidende Rolle bei der Reparatur durch Platin entstandener DNA-Schäden. Zwei Studien die die Rolle von ERCC1 per Immunhistochemie als prädiktiver Marker für das Ansprechen auf platinbasierte Chemotherapie beim ACC untersuchten kamen zu sich widersprechenden Ergebnissen. Beide Studien nutzten den ERCC1-Antikörper Klon 8F1 der sich später als nicht spezifisch herausstellte. Das Ziel der Doktorarbeit war die Evaluation von ERCC1 mit einem neuen hoch spezifischen Antikörper in einer großen Kohorte von Patienten mit ACC.
Material und Methoden: 146 Patienten mit verfügbaren FFPE-Schnitten wurden eingeschlossen. Alle Patienten erhielten eine platinbasierte Chemotherapie im Median für 6 Zyklen, nämlich Cisplatin (n=131) oder Carboplatin (n=15), in den meisten Fällen in Kombination mit Etoposid (n=144 , Doxorubicin (n=131) und Mitotane (n=131). Die Immunhistochemische Färbung wurde mit dem neuen Antikörper Klon 4F9 durchgeführt. Der Zusammenhang zwischen ERCC1-Expression und klinischen Parametern, Therapieansprechen, progressionsfreiem Überleben und Gesamtüberleben wurde analysiert.
Ergebnisse: Eine hohe ERCC1-Expression wurde in 66% der Tumorproben beobachtet. Während der Chemotherapie zeigte sich bei 43 Pateinten ein Therapieansprechen (29,5%), bei 49 Patienten eine Stabilisierung der Erkrankung (33,6%), bei 8 Patienten ein gemischtes Ansprechen (5,5%) und bei 46 Pateinten ein Krankheitsprogress (31,5%), ohne Zusammenhang zur ERCC1-Expression. Auch zeigte sich kein signifikanter Zusammenhanf zwischen der ERCC1-Expression und dem progressionsfreien Überleben (Median 6.5 vs. 6 Monate, P=0.33, HR=1.23, 95%CI=0.82-2.0) oder dem Gesamtüberleben.
Zusammenfassung: Es besteht kein Zusammenhang zwischen der ERCC1-Expression und der Platinsensitivität beim Nebennierenrindenkarzinom. Somit werden andere Biomarker zur Therapieentscheidung benötigt.
Adrenocortical carcinoma (ACC) is a rare endocrine malignancy with an unfavorable prognosis. Despite the poor prognosis in the majority of patients, no improvements in treatment strategies have been achieved. Therefore, the discovery of new prognostic biomarkers is of enormous interest. Sterol-O-acyl transferase 1 (SOAT1) is involved in cholesterol esterification and lipid droplet formation. Recently, it was demonstrated that SOAT1 inhibition leads to impaired steroidogenesis and cell viability in ACC. To date, no studies have addressed the impact of SOAT1 expression on ACC prognosis and clinical outcomes. We evaluated SOAT1 expression by quantitative real-time polymerase chain reaction and immunohistochemistry in a tissue microarray of 112 ACCs (Weiss score ≥ 3) from adults treated in a single tertiary center in Brazil. Two independent pathologists evaluated the immunohistochemistry results through a semiquantitative approach (0–4). We aimed to evaluate the correlation between SOAT1 expression and clinical, biochemical and anatomopathological parameters, recurrence-free survival (RFS), progression-free survival (PFS), and overall survival (OS). SOAT1 protein expression was heterogeneous in this cohort, 37.5% of the ACCs demonstrated a strong SOAT1 protein expression (score > 2), while 62.5% demonstrated a weak or absent protein expression (score ≤ 2). Strong SOAT1 protein expression correlated with features of high aggressiveness in ACC, such as excessive tumor cortisol secretion (p = 0.01), an advanced disease stage [European Network for the Study of Adrenal Tumors (ENSAT) staging system 3 and 4 (p = 0.011)] and a high Ki67 index (p = 0.002). In multivariate analysis, strong SOAT1 protein expression was an independent predictor of a reduced OS (hazard ratio (HR) 2.15, confidence interval (CI) 95% 1.26–3.66; p = 0.005) in all patients (n = 112), and a reduced RFS (HR 2.1, CI 95% 1.09–4.06; p = 0.027) in patients with localized disease at diagnosis (n = 83). Our findings demonstrated that SOAT1 protein expression has prognostic value in ACC and reinforced the importance of investigating SOAT1 as a possible therapeutic target for patients with ACC.