Planning radiation therapy using a personalized hematologic risk score
Thereto a method and a system for planning radiation therapy are provided, as well as an arrangement for radiation therapy planning and a computer program product for carrying out the method. For planning the radiation therapy, the following steps are performed. Patient data of a subject to be treated is received as well as image data of the subject to be treated. The image data comprises anatomical image data of one or more organs at risk associated with the functioning of the immune system. Next, the patient 122 data and the image data are processed to obtain a risk score for the one or more organs at risk associated with the functioning of the immune system. The risk score is indicative of the risk of hematologic toxicity in the subject to be treated in response to the radiation therapy. Then the radiation therapy treatment is planned using the obtained risk score.
1. A method for planning radiation therapy the method comprising:
receiving patient data of a subject to be treated;
receiving image data of the subject to be treated, which image data comprises anatomical image data of one or more organs at risk associated with a functioning of an immune system;
processing the patient data and the image data to obtain a risk score for the one or more organs at risk associated with the functioning of the immune system, which risk score is indicative of a risk of hematologic toxicity in the subject to be treated in response to the radiation therapy; and
planning a radiation therapy treatment using the obtained risk score to reduce the risk of hematologic toxicity in the subject to be treated.
2. The method according to claim 1 , wherein the image data of the subject further includes functional image data for the one or more organ at risk associated with the functioning of the immune system, and wherein the risk score is obtained by applying a functional model of the organs at risk.
3. The method according to claim 1 , wherein the risk score is obtained by applying a model based on historic patient data.
4. The method according to claims 1 , wherein the patient data comprises blood cell counts in the subject, in particular lymphocyte counts in the subject.
5. The method according to any of claims 1-4 , wherein the one or more organs at risk associated with the functioning of the immune system are at least one of: a thymus, an area of active bone marrow, vertebra, a heart, heart chambers, or a large blood vessel.
6. The method according to claim 1 , wherein planning a radiation therapy treatment comprises selecting a type of radiation therapy; and calculating a radiation therapy plan for the selected type of radiation therapy.
7. The method of claim 6 , wherein the type of radiation therapy includes at least one of an intensity modulated radiation therapy, a volumetric modulated radiation therapy, a photon radiation therapy with a non-coplanar beam arrangement, and a proton or other particle therapy.
8. The method according to claims 1 , wherein the image data further comprises anatomical image data of at least a target structure; and the method further comprises receiving one or more clinical goals for the target structure and the one or more organs at risk.
9. The method according to claim 8 , wherein planning the radiation therapy treatment comprises adjusting the clinical goals using the obtained risk score.
10. The method according to claims 8 , wherein planning the radiation therapy treatment comprises calculating organ sparing probability scores for the or more organs at risk associated with the functioning of the immune system for each of a group of possible radiation therapy treatment options.
11. The method according to claim 10 , wherein the radiation therapy treatment options are different geometric beam arrangements in intensity modulated radiation therapy.
12. A system for planning radiation therapy comprising:
an input for receiving patient data of a subject to be treated;
an input for receiving image data of the subject to be treated, which image data comprises anatomical image data of at least one organ at risk associated with a functioning of an immune system;
a risk score calculation unit configured to process the patient data and the image data to obtain a risk score for one or more organs at risk associated with the functioning of the immune system indicative of a risk of hematologic toxicity in the subject to be treated in response to the radiation therapy; and
a radiation therapy planning unit configured to select a radiation therapy plan using the obtained risk score to reduce the risk of hematologic toxicity in the subject to be treated.
13. The system according to claim 12 , further comprising a display unit configured to display the risk score of the at least one organ at risk.
14. The system according to claim 13 , wherein the display is further configured to display organ sparing probability scores for the organs at risk associated with the functioning of the immune system for each of a group of possible radiation therapy options.
15. An arrangement for radiation therapy planning comprising:
one or more imaging devices configured to generate image data of a subject to be treated;
a patient information database configured to store and provide patient data; and
a system for planning radiation therapy comprising:
an input for receiving patient data of a subject to be treated:
an input for receiving image data of the subject to be treated, which image data comprises anatomical image data of at least one organ at risk associated with a functioning of an immune system;
a risk score calculation unit configured to process the patient data and the image data to obtain a risk score for one or more organs at risk associated with a functioning of the immune system indicative of the risk of hematologic toxicity in the subject to be treated in response to the radiation therapy; and
a radiation therapy planning unit configured to select a radiation therapy plan using the obtained risk score to reduce a risk of hematologic toxicity in the subject to be treated.