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Radiation Dosimetry Considerations of Locoregional Radionuclide Cancer Therapy

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Locoregional Radionuclide Cancer Therapy

Abstract

Radiation dosimetry allows for the estimation of potential efficacy and toxicity in locoregional radionuclide cancer therapy (LRCT). In order to evaluate and compare candidate radiopharmaceuticals, models that encompass the range of expected activity distributions in the tumor were examined to estimate the radiation-absorbed doses to tumor and to the tissues surrounding the tumor as a function of depth. These models were executed for the clinically relevant tumor/source volumes, and Monte Carlo radiation transport simulations were performed with 23 radionuclides that are commercially available and relevant in theranostics. This allows for the comparison of tumor dosimetry and depth dosimetry of the various available radionuclides to aid the clinician in the selection of the most appropriate nuclide for specific locoregional therapy cases. Empirical modeling of the volume-normalized results was also performed in order to provide the clinician with simple tools to quickly compare and evaluate the use of different radionuclides. Utility of these models is illustrated by providing an example of their use in an animal case utilizing LRCT.

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References

  1. Arnold CA, Pezhouh MK, Lam-Himlin D, Pittman ME, VandenBussche C, Voltaggio L. 90Y-TheraSpheres: the new look of Yttrium-90. Am J Surg Pathol. 2019;43(5):688–94. https://doi.org/10.1097/PAS.0000000000001223.

    Article  PubMed  Google Scholar 

  2. Ballard BE. Biopharmaceutical considerations in subcutaneous and intramuscular drug administration. J Pharm Sci. 1968;57(3):357–78. https://doi.org/10.1002/jps.2600570301.

    Article  CAS  PubMed  Google Scholar 

  3. Bergqvist L, Strand SE, Persson BR. Particle sizing and biokinetics of interstitial lymphoscintigraphic agents. Semin Nucl Med. 1983;13(1):9–19. https://doi.org/10.1016/s0001-2998(83)80031-2.

    Article  CAS  PubMed  Google Scholar 

  4. Bhutani MS, Klapman JB, Tuli R, El-Haddad G, Hoffe S, Wong FCL, Herman JM. An open-label, single-arm pilot study of EUS-guided brachytherapy with phosphorus-32 microparticles in combination with gemcitabine +/− nab-paclitaxel in unresectable locally advanced pancreatic cancer (OncoPaC-1): technical details and study protocol. Endosc Ultrasound. 2020;9(1):24. https://doi.org/10.4103/eus.eus_44_19.

    Article  PubMed  Google Scholar 

  5. Briesmeister JF. MCNP – a general Monte Carlo N-particle transport code, version 4A LA-12625-M. 1993.

    Google Scholar 

  6. Cristy M, Eckerman K. Specific absorbed fractions of energy at various ages from internal photons sources. ORNL/TM-8381 V1-V7. Oak Ridge: Oak Ridge National Laboratory; 1987.

    Book  Google Scholar 

  7. Hendricks JS, Adam KJ, Booth TE, Briesmeister JF, Carter LL, Cox LJ, Prael RE. Present and future capabilities of MCNP. Appl Radiat Isot. 2000;53(4–5):857–61. https://doi.org/10.1016/s0969-8043(00)00231-1.

    Article  CAS  PubMed  Google Scholar 

  8. Loevinger R, Budinger TF, Watson EE. MIRD primer. Society of nuclear medicine. 1991.

    Google Scholar 

  9. Sandler KA, Cook RR, Ciezki JP, Ross AE, Pomerantz MM, Nguyen PL, Kishan AU. Prostate-only versus whole-pelvis radiation with or without a brachytherapy boost for gleason grade group 5 prostate cancer: a retrospective analysis. Eur Urol. 2020;77(1):3–10. https://doi.org/10.1016/j.eururo.2019.03.022.

    Article  PubMed  Google Scholar 

  10. Sparks RB, Crowe EA, Wong FC, Toohey RE, Siegel JA. Radiation dose distributions in normal tissue adjacent to tumors containing (131)I or (90)Y: the potential for toxicity. J Nucl Med. 2002;43(8):1110–4.

    PubMed  Google Scholar 

  11. Stabin MG, da Luz LC. Decay data for internal and external dose assessment. Health Phys. 2002;83(4):471–5. https://doi.org/10.1097/00004032-200210000-00004.

    Article  CAS  PubMed  Google Scholar 

  12. Supersaxo A, Hein WR, Steffen H. Effect of molecular weight on the lymphatic absorption of water-soluble compounds following subcutaneous administration. Pharm Res. 1990;7(2):167–9. https://doi.org/10.1023/a:1015880819328.

    Article  CAS  PubMed  Google Scholar 

  13. Tanaka N, Asakawa I, Hasegawa M, Fujimoto K. Low-dose-rate brachytherapy for prostate cancer: a 15-year experience in Japan. Int J Urol. 2020;27(1):17–23. https://doi.org/10.1111/iju.14098.

    Article  PubMed  Google Scholar 

  14. Tharmalingam H, Tsang Y, Choudhury A, Alonzi R, Wylie J, Ahmed I, Hoskin PJ. External beam radiation therapy (EBRT) and high-dose-rate (HDR) brachytherapy for intermediate and high-risk prostate cancer: the impact of EBRT volume. Int J Radiat Oncol Biol Phys. 2020;106(3):525–33. https://doi.org/10.1016/j.ijrobp.2019.09.044.

    Article  CAS  PubMed  Google Scholar 

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Correspondence to Franklin C. L. Wong .

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Appendices

Appendix I Target dose (cGy/mCi) of Five-Sphere (0.4–250 ml) Model of 23 Radionuclides

Sph Vol in ml.

                       
 

I-125

Sr-89

P-32

I-131

Lu-177

I-124

Re-186

Zr-89

6a-67

Tl-201

ln-111

Y-90

Sm-153

Ho-156

Re-188

Cu-64

Ga-66

Tc-99m

Cu-61

F-18

Ga68

Cu-62

Rb-82

0.40

240000.0

3900000.0

12000000.0

260000.0

165000.0

100000.0

198000.0

55000.0

22700.0

24900.0

19900.0

260000.0

86700.0

98500.0

64400.0

11000.0

25000.0

768.0

6600.0

3260.0

4160.0

750.0

99.1

2.00

51000.0

880000.0

290000.0

54291.8

34400.0

25000.0

42282.5

13000.0

4756.0

5100.0

4460.5

66000.0

17977.0

22903.9

15499.8

2300.0

7700.0

164.0

1500.0

697.2

1012.1

210.0

28.7

10.00

12000.0

190000.0

63000.0

11350.7

699.0

6000.0

8794.7

3000.0

1006.3

1060.0

1044.6

15000.0

3684.9

4995.4

3434.6

480.0

2100.0

36.2

320.0

150.0

227.9

51.0

7.2

50.00

2700.0

40000.0

13000.0

2400.0

14100

1400.0

1800.0

730.0

220.0

220.0

260.0

3200.0

750.0

1000.0

730.0

99.0

500.0

8.3

70.0

33.0

50.0

11.0

1.6

250.00

640.0

8100.0

2700.0

520.0

287.0

340.0

360.0

190.0

50.0

49.0

67.0

670.0

150.0

220.0

150.0

21.0

120.0

2.1

16.0

7.5

11.0

25

0.4

figure a

Appendix II Fractional Depth dose of 23 Radionuclides in the 2 ml Sphere Model

figure b

Appendix III Target dose (cGy/mCi) of Five-Shell Model (Core of 0.4–250 ml) of 23 Radionuclides

Shell Model

core vol mL

Dist. (cm)

Rb-82

I-125

Sr-89

P-32

I-131

Lu-177

I-124

Re-186

Zr-89

Ga-67

Tl-201

In-111

Y-90

Sm-153

Ho-166

Re-188

Cu-64

Ga-66

Tc-99m

Cu-61

F-18

Ga-68

Cu-62

Core(0.457 cm)

0.4

0

51

15000

1400000

490000

45000

19400

42000

53000

17000

1700

1200

2900

110000

15000

36000

26000

2100

13000

62

2200

710

1800

370

Source Shell

0.4

0.025

84

600000

4100000

1200000

490000

364000

99000

280000

72000

55000

63000

42000

230000

160000

110000

64000

20000

22000

1850

7600

5500

3800

630

Core(0.782 cm)

2

0

12

4900

240000

86000

5800

2070

8600

7500

3200

330

230

680

23000

1800

6400

4800

260

3500

15

360

100

330

84

Source Shell

2

0.05

24

100000

1100000

320000

100000

70600

27000

66000

18000

9900

11000

8200

64000

34000

27000

17000

4200

6400

333

1900

1200

1000

180

Core(1.336 cm)

10

0

3

1800

52000

19000

1400

450

2100

1600

900

99

67

230

5200

400

1400

1100

61

920

5

84

26

76

20

Source Shell

10

0.05

9

38000

380000

120000

37000

25400

9700

24000

6500

3600

4000

3000

23000

12000

9800

6100

1500

2300

121

700

440

380

65

Core(1.8128 cm)

50

0

1

580

11000

3900

360

98

540

330

260

31

21

76

1100

86

300

230

15

220

2

20

7

17

5

Source Shell

50

0.05

3

13000

140000

41000

13000

8970

3400

8400

2300

1300

1400

1100

8100

4300

3500

2100

540

830

43

250

160

130

23

Core(3.908 cm)

250

0

0

180

2200

810

96

22

140

69

80

10

7

26

230

19

62

47

4

53

1

5

2

4

1

Source Shell

250

0.05

1

4700

47000

14000

4500

3120

1200

2900

820

440

490

380

2800

1500

1200

740

190

290

15

87

55

46

8

Appendix IV Fractional Depth dose of 23 Radionuclides in the 2 ml Shell Model to 15 cm

figure c

Appendix V Ranges (cm) of for Five-Sphere Models, at <50% and 10% Residual Dose Rate and 10% Cumulative Dose

Vol (ml)

I-125

Sr-89

P-32

I-131

Lu-177

I-124

Re-186

Zr-89

Ga-67

Tl-201

In-111

Y-90

Sm-153

Ho-166

Re-188

Cu-64

Ga-66

Tc-99m

Cu-61

F-18

Ga-68

Cu-62

Rb-82

 

range (cm) <50% dose rate

                      

0.4

0.025

0.025

0.025

0.025

0.025

0.025

0.025

0.025

0.025

0.025

0.025

0.025

0.025

0.025

0.025

0.025

0.075

0.025

0.025

0.025

0.025

0.025

0.075

2

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

10

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

50

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.5

0.05

0.05

0.05

0.05

250

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

 

range (cm) <10% dose rate

                      

0.4

0.025

0.125

0.175

0.075

0.075

0.225

0.075

0.1

0.025

0.025

0.075

0.225

0.075

0.175

0.175

0.075

0.4

0.025

0.125

0.075

0.175

0.3

0.3

2

0.05

0.15

0.15

0.15

0.05

0.25

0.15

0.14

0.05

0.05

0.15

0.25

0.05

0.15

0.25

0.15

0.45

0.05

0.15

0.15

0.25

0.35

0.35

10

0.25

0.15

0.15

0.15

0.05

0.35

0.15

0.35

0.05

0.05

0.45

0.25

0.15

0.25

0.25

0.15

0.45

0.15

0.15

0.15

0.25

0.35

0.35

50

0.65

0.15

0.25

0.15

0.05

0.45

0.15

0.95

0.15

0.05

1.25

0.25

0.15

0.25

0.25

0.15

0.55

0.75

0.25

0.25

0.25

0.35

0.45

250

1.25

0.15

0.25

0.15

0.05

1.25

0.15

2.25

0.95

0.35

2.75

0.25

0.15

0.25

0.25

0.15

0.75

2.25

0.35

0.95

0.35

0.45

0.45

 

range (cm) <10% culmulative RAD

                      

0.4

0.175

0.125

0.125

0.025

0.025

0.175

0.025

0.175

0.025

0.025

0.225

0.175

0.025

0.125

0.125

0.025

0.3

0.125

0.075

0.025

0.125

0.225

0.225

2

0.45

0.05

0.05

0.05

0

0.35

0.05

0.46

0.15

0.05

0.55

0.15

0.05

0.15

0.15

0.05

0.45

0.45

0.15

0.24

0.15

0.25

0.35

10

0.75

0.05

0.05

0.35

0

0.65

0.05

0.8

0.65

0.35

0.85

0.15

0.05

0.15

0.15

0.15

0.55

0.85

0.35

0.55

0.25

0.35

0.35

50

0.95

0.05

0.15

0.75

0.05

0.95

0.05

1.25

0.95

0.85

1.75

0.15

0.05

0.15

0.15

0.65

0.65

1.75

0.85

0.95

0.45

0.45

0.45

250

1.25

0.05

0.15

1.75

0.25

2.25

0.05

2.75

2.75

2.25

2.75

0.15

0.45

0.15

0.15

1.25

0.95

3.25

1.75

2.25

0.95

0.65

0.65

Appendix VI Ranges (cm) of for Five-Shell Models, at <50% and 10% Residual Dose Rate and 10% Cumulative Dose

Core Vol (ml)

I-125

Sr-89

P-32

I-131

Lu-177

I-124

Re-186

Zr-89

Ga-67

Tl-201

In-111

Y-90

Sm-153

Ho-166

Re-188

Cu-64

Ga-66

Tc-99m

Cu-61

F-18

Ga-68

Cu-62

Rb-82

 

range(cm) <50% dose rate

                      

0.4

0.075

0.075

0.125

0.075

0.075

0.125

0.075

0.075

0.075

0.075

0.075

0.075

0.075

0.075

0.075

0.075

0.125

0.075

0.075

0.075

0.075

0.125

0.125

2

0.15

0.15

0.15

0.15

0.15

0.15

0.15

0.15

0.15

0.15

0.15

0.15

0.15

0.15

0.15

0.15

0.25

0.15

0.15

0.15

0.15

0.25

0.15

10

0.15

0.15

0.15

0.15

0.15

0.15

0.15

0.15

0.15

0.15

0.15

0.15

0.15

0.15

0.15

0.15

0.25

0.15

0.15

0.15

0.15

0.25

0.25

50

0.15

0.15

0.15

0.15

0.15

0.15

0.15

0.15

0.15

0.15

0.15

0.25

0.15

0.15

0.15

0.15

0.25

0.15

0.15

0.15

0.25

0.25

0.25

250

0.15

0.15

0.15

0.15

0.15

0.25

0.15

0.15

0.15

0.15

0.15

0.25

0.15

0.15

0.15

0.15

0.25

0.15

0.15

0.15

0.25

0.25

0.25

 

range(cm) <10% dose rate

                      

0.4

0.075

0.225

0.225

0.125

0.125

0.3

0.175

0.175

0.075

0.075

0.125

0.3

0.125

0.225

0.3

0.125

0.5

0.075

0.175

0.125

0.3

0.4

0.4

2

0.25

0.35

0.35

0.25

0.15

0.35

0.25

0.25

0.15

0.15

0.15

0.45

0.25

0.35

0.35

0.25

0.65

0.15

0.25

0.25

0.35

0.45

0.55

10

0.15

0.35

0.35

0.25

0.15

0.45

0.25

0.25

0.15

0.15

0.25

0.45

0.25

0.35

0.45

0.25

0.75

0.15

0.25

0.25

0.35

0.55

0.55

50

0.15

0.35

0.35

0.25

0.15

0.45

0.25

0.35

0.15

0.15

0.25

0.45

0.25

0.35

0.35

0.25

0.75

0.15

0.35

0.25

0.45

0.55

0.65

250

0.15

0.35

0.35

0.25

0.15

0.45

0.25

0.35

0.15

0.15

0.25

0.45

0.25

0.35

0.35

0.15

0.75

0.15

0.15

0.25

0.45

0.55

0.65

 

range (cm) <10% culuminative RAD

                      

0.4

0.025

0.175

0.175

0.075

0.075

0.225

0.125

0.175

0.025

0.025

0.075

0.225

0.96

0.175

0.175

0.075

0.3

0.075

0.125

0.075

0.175

0.225

0.3

2

0.25

0.15

0.25

0.15

0.05

0.35

0.15

0.35

0.05

0.05

0.35

0.25

0.15

0.25

0.25

0.15

0.55

0.15

0.15

0.15

0.25

0.35

0.35

10

0.35

0.15

0.25

0.15

0.05

0.45

0.15

0.55

0.15

0.05

0.55

0.25

0.15

0.25

0.25

0.15

0.55

0.35

0.25

0.15

0.25

0.45

0.45

50

0.55

0.25

0.25

0.15

0.05

0.55

0.15

0.75

0.25

0.15

0.75

0.35

0.15

0.25

0.25

0.15

0.65

0.65

0.25

0.35

0.35

0.45

0.45

250

0.65

0.25

0.25

0.15

0.05

0.75

0.15

0.95

0.55

0.25

0.95

0.35

0.15

0.25

0.25

0.15

0.75

0.85

0.35

0.55

0.35

0.45

0.55

Appendix VII Statistically Significant Regression of Volume-Normalized S-Values of the Five-Sphere Model

A common two-parameter equation: y = a + b* lnx with valid statistics was found by SigmaPlot Table Curve 2D. The volume-normalized S-values can be reliably predicted based on the volume (X) of the sphere for each radionuclide

TC2D Fit

I-125

Sr-89

P-32

I-131

Lu-177

I-124

Re-186

Zr-89

Ga-67

Tl-201

In-111

Y-90

Sm-153

Ho-166

Re-188

Cu-64

Ga-66

Tc-99m

Cu-61

F-18

Ga-68

Cu-62

Rb-82

a

47.8

961.5

1087.8

381.2

290.5

312.7

630.6

208.4

81.8

36.1

84.9

1305.1

526.3

1111.1

1178.5

245.9

962.7

36.1

570.9

509.4

1139.2

1577.0

1600.9

Pa

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

b

4.8

41.6

57.9

14.2

3.5

47.2

12.8

33.7

4.6

3.7

13.7

104.3

6.6

56.9

73.5

6.9

225.0

3.7

40.7

32.9

100.5

206.9

245.2

Pb

0.00

0.01

0.02

0.00

0.01

0.00

0.02

0.01

0.01

0.01

0.01

0.01

0.01

0.01

0.01

0.00

0.00

0.01

0.00

0.00

0.00

0.00

0.00

rSq Coef

0.96

0.93

0.89

0.97

0.92

0.99

0.88

0.95

0.94

0.90

0.94

0.93

0.90

0.92

0.93

0.99

1.00

0.90

0.98

0.96

0.99

0.97

0.98

F value

78.57

37.57

24.23

100.57

35.34

362.87

21.06

52.84

43.86

27.39

44.53

40.65

27.25

36.42

37.37

266.12

981.46

27.39

131.56

79.77

326.76

92.18

127.54

Appendix VIII Statistically Significant Regression of Depth Dose fraction of the Five-Sphere Model

Empirical curve fitting with SigmaPlot Table Curve 3D found three sets of equations that could reliably predict the normalized S-values of the five-sphere model of the 23 radionuclides, based on the distance from the sphere (X) and the volume of the sphere (y)

T1/2P (hr)

1443.36

1212

342.24

192.96

161.04

100.32

90.64

78.48

78.26

73.1

67.92

64

46.7

26.8

16.98

12.7

9.49

6.01

3.41

1.83

1.13

0.16

0.02

TC3D Fit

I-125

Sr-89

P-32

I-131

Lu-177

I-124

Re-186

Zr-89

Ga-67

Tl-201

In-111

Y-90

Sm-153

Ho-166

Re-188

Cu-64

Ga-66

Tc-99m

Cu-61

F-18

Ga-68

Cu-62

Rb-82

TC3D Eq#

82

2160

2160

82

82

82

2160

82

82

82

82

2160

83

2160

2160

82

82

82

82

82

82

83

83

A

0.024

−0.203

−0.227

0.013

0.005

0.012

−0.155

0.040

0.013

0.008

0.033

−0.293

−0.006

−0.214

−0.239

0.012

0.083

0.020

0.028

0.019

0.041

0.008

0.013

P

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.01

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

b

0.013

0.256

0.285

0.006

0.001

0.005

0.196

0.019

0.011

0.007

0.020

0.366

0.001

0.272

0.302

0.005

0.006

0.017

0.007

0.011

0.004

0.003

0.003

P

0.00

0.00

0.00

0.00

0.04

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.05

0.00

0.00

c

−0.031

−0.059

−0.056

−0.017

−0.006

−0.016

−0.068

−0.048

−0.019

−0.013

−0.042

−0.049

−0.010

−0.058

−0.054

−0.016

−0.071

−0.029

−0.032

−0.026

−0.041

−0.053

−0.057

P

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

d

−0.00004

  

−0.00002

−0.00001

−0.00002

 

−0.00007

−0.00003

−0.00002

−0.00006

 

0.00678

  

−0.00002

−0.00010

−0.00004

−0.00004

−0.00004

−0.00006

0.02452

0.02502

P

0.00

  

0.00

0.00

0.00

 

0.00

0.00

0.00

0.00

 

0.00

  

0.00

0.00

0.00

0.00

0.00

0.00

0.00

0.00

e

            

0.00001

        

0.00004

0.00004

P

            

0.00

        

0.00

0.00

rSq

0.98

0.89

0.88

0.99

1.00

0.99

0.92

0.96

0.99

0.99

0.97

0.85

1.00

0.89

0.87

0.99

0.93

0.98

0.96

0.98

0.94

0.99

0.99

F Value

1812

538

474

3772

10275

3492

770

1039

3829

7826

1217

369

8347

511

441

3492

583

1710

1093

2132

652

4934

5196

Eqn 83 z=a+blnx+clny+d(lny)2+e(lny)3

rSq >0.99

                   

Eqn 82 z=a+blnx+clny+d(lny)2

rSq >0.93

                   

Eqn 2160 z=a+POWX(b,c)*POWY(1,c)

rSq>0.85

                   

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Wong, F.C.L., Sparks, R.B. (2021). Radiation Dosimetry Considerations of Locoregional Radionuclide Cancer Therapy. In: Wong, F.C. (eds) Locoregional Radionuclide Cancer Therapy. Springer, Cham. https://doi.org/10.1007/978-3-030-56267-0_6

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