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Research ArticleRADIONUCLIDE THERAPY
Open Access

Localized In Vivo Prodrug Activation Using Radionuclides

Jeremy M. Quintana, Fangchao Jiang, Mikyung Kang, Victor Valladolid Onecha, Arda Könik, Lei Qin, Victoria E. Rodriguez, Huiyu Hu, Nicholas Borges, Ishaan Khurana, Leou I. Banla, Mariane Le Fur, Peter Caravan, Jan Schuemann, Alejandro Bertolet, Ralph Weissleder, Miles A. Miller and Thomas S.C. Ng
Journal of Nuclear Medicine January 2025, 66 (1) 91-97; DOI: https://doi.org/10.2967/jnumed.124.268559
Jeremy M. Quintana
1Center for Systems Biology, Massachusetts General Hospital, Boston, Massachusetts;
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Fangchao Jiang
1Center for Systems Biology, Massachusetts General Hospital, Boston, Massachusetts;
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Mikyung Kang
1Center for Systems Biology, Massachusetts General Hospital, Boston, Massachusetts;
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Victor Valladolid Onecha
2Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts;
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Arda Könik
3Department of Imaging, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts;
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Lei Qin
3Department of Imaging, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts;
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Victoria E. Rodriguez
1Center for Systems Biology, Massachusetts General Hospital, Boston, Massachusetts;
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Huiyu Hu
1Center for Systems Biology, Massachusetts General Hospital, Boston, Massachusetts;
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Nicholas Borges
4Office of Radiation Safety, Massachusetts General Hospital, Boston, Massachusetts;
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Ishaan Khurana
1Center for Systems Biology, Massachusetts General Hospital, Boston, Massachusetts;
5Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts;
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Leou I. Banla
1Center for Systems Biology, Massachusetts General Hospital, Boston, Massachusetts;
2Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts;
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Mariane Le Fur
5Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts;
6Institute for Innovation in Imaging, Massachusetts General Hospital, Boston, Massachusetts; and
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Peter Caravan
5Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts;
6Institute for Innovation in Imaging, Massachusetts General Hospital, Boston, Massachusetts; and
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Jan Schuemann
2Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts;
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Alejandro Bertolet
2Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts;
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Ralph Weissleder
1Center for Systems Biology, Massachusetts General Hospital, Boston, Massachusetts;
5Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts;
7Department of Systems Biology, Harvard Medical School, Boston, Massachusetts
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Miles A. Miller
1Center for Systems Biology, Massachusetts General Hospital, Boston, Massachusetts;
5Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts;
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Thomas S.C. Ng
1Center for Systems Biology, Massachusetts General Hospital, Boston, Massachusetts;
5Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts;
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  • FIGURE 1.
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    FIGURE 1.

    RAiDER concept. Targeted radionuclides accumulate in tumor tissues, locally delivering radiation to chemically activated caged prodrugs. Radionuclide-mediated prodrug activation occurs through reduction of phenyl azide caging moiety (orange), leading to linker self-immolation and release of active drug payload (purple) from its drug delivery vehicle (blue), which in this work is long-circulating serum albumin. Consequently, locally activated therapeutic payloads combine with ionizing radiation to maximize tumor cytotoxicity while sparing off-target tissues. Image created with BioRender.com.

  • FIGURE 2.
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    FIGURE 2.

    Radionuclide-mediated drug release from caged MMAE. (A) Caged MMAE (10 µM) was exposed to different radionuclides with varying activities. Corresponding total radiation dose release was estimated using TOPAS-nBio (26) and compared with prodrug-activated drug release, indicating varying radionuclide efficiencies (µM/Gy). (B) Drug release efficiencies (nM/Gy) across radionuclides and external beam modalities. Highest release efficiency (99mTc) was compared with other nuclides or modalities (Violin plots: black line, median; dotted color lines, quartiles, 1-way ANOVA with Tukey multiple comparison test). Some values for 137Cs irradiation were previously presented (18) and reproduced here to facilitate comparison. Pearson correlation coefficient R was calculated across all data points. linac = linear particle accelerator.

  • FIGURE 3.
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    FIGURE 3.

    RAiDER restores biologic prodrug activities in vitro. (A) Cytotoxicity of albumin (Alb)–conjugated caged MMAE; 99mTc-activated, Alb-conjugated caged MMAE; and free MMAE on TBP3743 anaplastic thyroid cancer, measured 72 h after treatment by resazurin-based assay (n = 3, mean ± SE). (B) Representative images and quantification of TBP3743 colony formation (mean ± SE, 2-way ANOVA with Geisser–Greenhouse correction). (C) Representative images of microtubule immunofluorescence (top) and apoptosis by terminal deoxynucleotidyl transferase-mediated dUTP nick-end labeling (TUNEL; bottom) 24 h after treatment in TBP3743 cells (mean ± SE; 2-way ANOVA with Geisser–Greenhouse correction; scale bars, 200 µm). DAPI = 4′,6-diamidino-2-phenylindole; frac. max = fraction of maximal count/signal as observed in control conditions.

  • FIGURE 4.
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    FIGURE 4.

    Computational modeling of radionuclide-mediated drug release using TOPAS-nBio. (A) Conceptual mechanism to explain radionuclide-dependent RAiDER efficiencies. Red shading illustrates spatial distribution and frequency of free radical–generating ionization events from given radionuclide within vial. Ionization clouds interact with prodrug molecules most efficiently for nuclides generating lower-energy electrons. (B) Correlation between observed drug release across radionuclides and their estimated number of electrons generated within 100- to 110-keV energy window. (C) Comparison of drug release efficiency with dose imparted by low-energy electrons (LEEs) across radionuclides. Pearson correlation coefficient R was calculated across all data points. LET = linear energy transfer.

  • FIGURE 5.
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    FIGURE 5.

    In vivo RAiDER biodistribution and prodrug activation. (A) Biodistribution of fluorescent albumin (Alb)–conjugated caged MMAE, measured by tissue Cy5 fluorescence, and [99mTc]Tc-FAPI-34, measured by γ-scintillation counting in B6129SF1/J mice bearing syngeneic TBP3743 tumors. (B) Biodistribution of activated Alb-conjugated caged MMAE (with [99mTc]Tc-FAPI-34) compared with nonactivated Alb-conjugated caged MMAE, as measured by liquid chromatography–mass spectrometry or high-performance liquid chromatography. Data are mean ± SE (n = 3–4 mice per condition, 2-tailed t test shown). %ID/g = percentage injected dose per gram of tissue.

  • FIGURE 6.
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    FIGURE 6.

    RAiDER enhances ability of targeted radionuclides to block tumor growth. (A and B) Mice bearing TBP3743 tumors were treated with albumin (Alb)–conjugated caged MMAE (5 mg/kg/dose) and either [99mTc]Tc-FAPI-34 (A; 18.5 MBq/dose; n = 18 total mice, 36 total tumors) or [177Lu]Lu-FAPI-34 (B; 18.5 MBq; n = 20 total mice, 40 total tumors). Caliper measurements of tumor growth are shown over time (left) and with individual tumor sizes on indicated day (middle; 2-tailed Mann–Whitney tests compare combination and pooled control or monotherapies). Mouse mass was measured during treatment time course (right). Data are displayed as mean ± SE.

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    FIGURE 7.

    Estimating tumoral drug release in patients using clinical dosimetry. Lesion SUVs derived from [68Ga]Ga-PSMA PET and [68Ga]Ga-DOTATATE PET in prostate and neuroendocrine cancer patients receiving [177Lu]Lu-PSMA-617 (38) and [177Lu]Lu-DOTATATE (39), respectively, were compared with expected intratumoral active drug release (calculated based on release efficiencies in Fig. 2). Absorbed dose within each lesion was calculated in those previous studies using 177Lu SPECT/CT, demonstrating good correlation with PET SUV. Red line denotes inhibitory concentration of 50% estimated for aggressive cancers in this study (Supplemental Table 2).

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Journal of Nuclear Medicine: 66 (1)
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January 1, 2025
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Localized In Vivo Prodrug Activation Using Radionuclides
Jeremy M. Quintana, Fangchao Jiang, Mikyung Kang, Victor Valladolid Onecha, Arda Könik, Lei Qin, Victoria E. Rodriguez, Huiyu Hu, Nicholas Borges, Ishaan Khurana, Leou I. Banla, Mariane Le Fur, Peter Caravan, Jan Schuemann, Alejandro Bertolet, Ralph Weissleder, Miles A. Miller, Thomas S.C. Ng
Journal of Nuclear Medicine Jan 2025, 66 (1) 91-97; DOI: 10.2967/jnumed.124.268559

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Localized In Vivo Prodrug Activation Using Radionuclides
Jeremy M. Quintana, Fangchao Jiang, Mikyung Kang, Victor Valladolid Onecha, Arda Könik, Lei Qin, Victoria E. Rodriguez, Huiyu Hu, Nicholas Borges, Ishaan Khurana, Leou I. Banla, Mariane Le Fur, Peter Caravan, Jan Schuemann, Alejandro Bertolet, Ralph Weissleder, Miles A. Miller, Thomas S.C. Ng
Journal of Nuclear Medicine Jan 2025, 66 (1) 91-97; DOI: 10.2967/jnumed.124.268559
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