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Query: "author" (Andrej Doma) .

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Detection performance and prognostic value of initial bone marrow involvement in diffuse large B-cell lymphoma : a single centre 18F-FDG PET/CT and bone marrow biopsy evaluation study
Andrej Doma, Katarina Zevnik, Andrej Studen, Veronika Kloboves-Prevodnik, Gorana Gašljević, Barbara Jezeršek Novaković, 2024, original scientific article

Abstract: Detection of bone marrow involvement (BMI) in diffuse large B-cell lymphoma (DLBCL) typically relies on invasive bone marrow biopsy (BMB) that faces procedure limitations, while 18F-FDG PET/CT imaging offers a noninvasive alternative. The present study assesses the performance of 18F-FDG PET/CT in DLBCL BMI detection, its agreement with BMB, and the impact of BMI on survival outcomes. Patients and methods This retrospective study analyzes baseline 18F-FDG PET/CT and BMB findings in145 stage II–IV DLBCL patients, evaluating both performance of the two diagnostic procedures and the impact of BMI on survival. Results DLBCL BMI was detected in 38 patients (26.2%) using PET/CT and in 18 patients (12.4%) using BMB. Concordant results were seen in 79.3% of patients, with 20.7% showing discordant results. Combining PET/CT and BMB data, we identified 29.7% of patients with BMI. The sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), and accuracy of PET/CT for detecting DLBCL BMI were 88.4%, 100%, 100%, 95.3%, and 96.5%, respectively, while BMB showed lower sensitivity (41.9%) and NPV (46.8%). The median overall survival (OS) was not reached in any gender subgroup, with 5-year OS rates of 82% (total), 84% (female), and 80% (male) (p = 0.461), while different International Prognostic Index (IPI) groups exhibited varied 5-year OS rates: 94% for low risk (LR), 91% for low-intermediate risk (LIR), 84% for high-intermediate risk (HIR), and 65% for high risk (HR) (p = 0.0027). Bone marrow involvement did not impact OS significantly (p = 0.979). Conclusions 18F-FDG PET/CT demonstrated superior diagnostic accuracy compared to BMB. While other studies reported poorer overall and BMI 5-year OS in DLBCL, our findings demonstrated favourable survival data.
Keywords: diffuse large B-cell lymphoma, bone marrow, biopsy
Published in DiRROS: 26.06.2026; Views: 306; Downloads: 121
.pdf Full text (933,30 KB)

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Peptidna receptorna radionuklidna terapija pri nevroendokrinih tumorjih
Andrej Doma, 2025, published scientific conference contribution abstract

Keywords: onkološko zdravljenje, radionuklidno zdravljenje, nevroendokrini tumorji
Published in DiRROS: 07.01.2026; Views: 531; Downloads: 296
.pdf Full text (9,79 MB)
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4.
Prognostic Value of Multiple Manual Segmentation Methods for Diffuse Large B-Cell Lymphoma with 18F-FDG PET/CT
Andrej Doma, Andrej Studen, Barbara Jezeršek Novaković, 2025, original scientific article

Abstract: Abstract: Quantitative 18F-FDG PET/CT-derived metabolic metrics are strongly associated with patient outcomes in diffuse large B-cell lymphoma (DLBCL), but the lack of consensus on optimal segmentation thresholds limits standardization. This study evaluated the prognostic value of various metabolic tumor volume (MTV) segmentation approaches in 140 stage II–IV DLBCL patients treated with standard immunochemotherapy. MTV was derived using fixed SUV (≥2.5, ≥4.0), relative (>41% SUVmax), and adaptive (liver-tobackground) thresholds. Baseline MTV metrics significantly correlated with 3-year overall survival (OS3) in univariate analysis in overall cohort, with MTV41 showing the strongest association (HR: 1.27; p = 0.003). MTV25 and MTV41 remained significant in the stage 4 patient subgroup. However, in multivariate analysis, no MTV metric independently predicted OS3 when adjusted for the International Prognostic Index (IPI), which remained the dominant predictor (HR: 1.95; p < 0.0001). ROC analysis confirmed superior AUC for IPI (0.76) over PET-based metrics (0.64–0.69). Predictive models integrating IPI with PET metrics were robust but failed to improve prognostic accuracy beyond IPI alone. Although PET-derived MTV metrics provide prognostic value in univariate analysis, threshold selection has minimal impact, and their added value is limited when combined with IPI, reinforcing its role as the most reliable survival predictor in DLBCL.
Keywords: diffuse large B-cell lymphoma, 18F-FDG, overall survival, PET/CT
Published in DiRROS: 21.11.2025; Views: 629; Downloads: 277
URL Link to file

5.
The impact of bone marrow involvement on prognosis in diffuse large B-cell lymphoma : an 18F-FDG PET/CT volumetric segmentation study
Andrej Doma, Andrej Studen, Barbara Jezeršek Novaković, 2024, original scientific article

Abstract: Background: This study assessed the prognostic value of tumor burden in bone marrow (BM) and total disease (TD), as depicted on 18F-FDG PET/CT in 140 DLBCL patients, for complete remission after first-line systemic treatment (iCR) and 3- and 5-year overall survival (OS3 and OS5). Methods: Baseline 18F-FDG PET/CT scans of 140 DLBCL patients were segmented to quantify metabolic tumor volume (MTV), total lesion glycolysis (TLG), and SUVmax in BMI, findings elsewhere (XL), and TD. Results: Bone marrow involvement (BMI) presented in 35 (25%) patients. Median follow-up time was 47 months; 79 patients (56%) achieved iCR. iCR was significantly associated with TD MTV, XL MTV, BM PET positivity, and International Prognostic Index (IPI). OS3 was significantly worse with TD MTV, XL MTV, IPI, and age. OS5 was significantly associated with IPI, but not with MTVs and TLGs. Univariate factors predicting OS3 were XL MTV (hazard ratio [HR] = 1.29), BMI SUVmax (HR = 0.56), and IPI (HR = 1.92). By multivariate analysis, higher IPI (HR = 2.26) and BMI SUVmax (HR = 0.91) were significant independent predictors for OS3. BMI SUVmax resulted in a negative coefficient and hence indicated a protective effect. Conclusions: Baseline 18F-FDG PET/CT MTV is significantly associated with survival. BMI identified on 18F-FDG PET/CT allows appropriate treatment that may improve survival.
Keywords: bone marrow, diffuse large B-cell lymphoma, survival
Published in DiRROS: 09.01.2025; Views: 1270; Downloads: 864
.pdf Full text (3,39 MB)
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6.
Nuklearno medicinske preiskave v nevroonkologiji
Andrej Doma, 2022, published scientific conference contribution

Abstract: Zaradi fiziološko intenzivnega metabolizma glukoze v možganih je uporabnost 18F –FDG PET/CT v nevroonkologiji omejena. V zadnjih letih se je za potrebe nevroonkologije razširilo PET slikanje z aminokislinskimi radiofarmaki: analogi metionina, tirozina in DOPA. Natančnost teh vrst slikanja presega MRI s kontrastom za omejitev obsega bolezni v možganih, določanje najagresivnejših področij v tumorju, določanje pooperativnih ostankov tumorja za dodatno radioterapijo ter opredelitev zgodnjih in poznih sprememb po radioterapiji.
Keywords: možganski tumorji, centralno živčevje, radioterapija
Published in DiRROS: 15.12.2022; Views: 2397; Downloads: 492
.pdf Full text (213,05 KB)

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