1 00:00:00,230 --> 00:00:06,560 [Music] 2 00:00:04,319 --> 00:00:08,800 Welcome to our next interview in medical 3 00:00:06,560 --> 00:00:11,799 physics. In this interview we are going 4 00:00:08,800 --> 00:00:13,759 to meet Amit. He is a postdoctoral 5 00:00:11,799 --> 00:00:16,119 researcher here at the German Cancer 6 00:00:13,759 --> 00:00:19,119 Research Center in the Division of 7 00:00:16,119 --> 00:00:20,880 Medical Physics in Radiation Oncology. As 8 00:00:19,119 --> 00:00:23,000 you can see here we are on the second 9 00:00:20,880 --> 00:00:25,279 floor of the building Imaging in 10 00:00:23,000 --> 00:00:28,720 Radiation Oncology of the German cancer 11 00:00:25,279 --> 00:00:31,240 Research Center and on this floor mainly 12 00:00:28,720 --> 00:00:34,200 the researchers and students are located 13 00:00:31,240 --> 00:00:36,890 and have their offices. 14 00:00:34,200 --> 00:00:41,440 Let's go and pick up Amit. 15 00:00:36,890 --> 00:00:45,559 [Music] 16 00:00:41,440 --> 00:00:45,559 Let's see if he is here. 17 00:00:46,600 --> 00:00:53,199 Hi Amit. Hey. Nice to see you. Thanks 18 00:00:50,320 --> 00:00:55,320 for your time. Absolutely. I have just mentioned 19 00:00:53,199 --> 00:00:57,680 that you are a postdoctoral research in 20 00:00:55,320 --> 00:01:01,039 our division, maybe you could just 21 00:00:57,680 --> 00:01:04,360 introduce yourself briefly. 22 00:01:01,039 --> 00:01:07,080 Hi, my name is Amit, I'm a 23 00:01:04,360 --> 00:01:10,360 postdoctoral researcher within the 24 00:01:07,080 --> 00:01:12,640 radiotherapy optimization group and 25 00:01:10,360 --> 00:01:13,920 we work on generating treatment plans 26 00:01:12,640 --> 00:01:17,080 for 27 00:01:13,920 --> 00:01:18,759 radiotherapy. Okay, I think we 28 00:01:17,080 --> 00:01:20,439 start our discussion in more detail in 29 00:01:18,759 --> 00:01:22,799 our open seminar room in order not to 30 00:01:20,439 --> 00:01:26,400 disturb the rest of the group. So let's go. 31 00:01:22,799 --> 00:01:30,759 Why did you choose the 32 00:01:26,400 --> 00:01:33,479 DKFZ for your uh PhD? 33 00:01:30,759 --> 00:01:37,439 So firstly, it was a very interesting 34 00:01:33,479 --> 00:01:40,439 topic that I had gotten for my PhD 35 00:01:37,439 --> 00:01:43,000 and the radiotherapy optimization group 36 00:01:40,439 --> 00:01:46,479 over here at the DKFZ had this 37 00:01:43,000 --> 00:01:50,680 combination of specialities in so 38 00:01:46,479 --> 00:01:54,000 many different topics like biology, 39 00:01:50,680 --> 00:01:56,399 radiobiology,optimization, mathematics, 40 00:01:54,000 --> 00:01:59,200 and all of this played a part for this 41 00:01:56,399 --> 00:02:03,840 subject and for this PhD topic. 42 00:01:59,200 --> 00:02:08,160 So it was not really a 43 00:02:03,840 --> 00:02:10,879 big question as to saying yes or no. 44 00:02:08,160 --> 00:02:14,200 We have prepared here this so-called 45 00:02:10,879 --> 00:02:17,080 radiotherapy chain in order to locate 46 00:02:14,200 --> 00:02:19,480 your research on this workflow. You will 47 00:02:17,080 --> 00:02:21,480 talk about your research in a 48 00:02:19,480 --> 00:02:23,480 second but to start with: where 49 00:02:21,480 --> 00:02:26,040 would you locate your research on this 50 00:02:23,480 --> 00:02:28,400 chain? Okay, the radiotherapy 51 00:02:26,040 --> 00:02:31,239 treatment planning process is one 52 00:02:28,400 --> 00:02:33,800 important ring of this chain already 53 00:02:31,239 --> 00:02:36,599 and this happens when the patient comes in, 54 00:02:33,800 --> 00:02:39,720 they've been imaged and doctors have 55 00:02:36,599 --> 00:02:41,879 already delineated the organs that are 56 00:02:39,720 --> 00:02:44,599 important for the treatment. And now 57 00:02:41,879 --> 00:02:47,400 comes the question of how do we deliver 58 00:02:44,599 --> 00:02:50,319 radiation, so what is the machine 59 00:02:47,400 --> 00:02:52,760 parameters, what are other technical 60 00:02:50,319 --> 00:02:55,720 challenges that might be there in 61 00:02:52,760 --> 00:02:59,000 delivering this treatment, and this is 62 00:02:55,720 --> 00:03:01,800 modeled in a computer and you can 63 00:02:59,000 --> 00:03:04,040 optimize this system, you can 64 00:03:01,800 --> 00:03:06,840 already analyze different options but 65 00:03:04,040 --> 00:03:09,480 all of this falls under treatment planing. 66 00:03:06,840 --> 00:03:11,239 Okay then I think you mentioned you work 67 00:03:09,480 --> 00:03:13,720 with a computer let's go to your laptop 68 00:03:11,239 --> 00:03:16,120 to see more details. 69 00:03:13,720 --> 00:03:18,840 Could you just walk us through 70 00:03:16,120 --> 00:03:23,080 the topic of treatment planning and 71 00:03:18,840 --> 00:03:25,920 optimization. Absolutely, so what 72 00:03:23,080 --> 00:03:27,799 I've put up over here on screen, on 73 00:03:25,920 --> 00:03:31,439 my laptop screen what you can see here 74 00:03:27,799 --> 00:03:34,040 is the matRad system. It's an open- 75 00:03:31,439 --> 00:03:36,760 source treatment planning system that 76 00:03:34,040 --> 00:03:38,840 our radiotherapy optimization group 77 00:03:36,760 --> 00:03:42,040 here manages and 78 00:03:38,840 --> 00:03:46,040 maintains and this is open for 79 00:03:42,040 --> 00:03:51,120 researchers or students to explore and 80 00:03:46,040 --> 00:03:54,079 use and what you see here is a liver 81 00:03:51,120 --> 00:03:57,159 patient case. This is a volunteer. 82 00:03:54,079 --> 00:04:00,680 We've taken a CT and the doctors's gone 83 00:03:57,159 --> 00:04:02,760 ahead and identified the liver for us. 84 00:04:00,680 --> 00:04:06,879 That's what you see in the blue contour 85 00:04:02,760 --> 00:04:09,159 here. Now we've designed a hypothetical 86 00:04:06,879 --> 00:04:11,480 tumor that we want to treat. That's the 87 00:04:09,159 --> 00:04:13,079 blue case 88 00:04:11,480 --> 00:04:15,400 here 89 00:04:13,079 --> 00:04:18,440 and we want to 90 00:04:15,400 --> 00:04:21,600 deposit a rather high amount of 91 00:04:18,440 --> 00:04:23,759 radiation dose within this target volume 92 00:04:21,600 --> 00:04:25,880 while reducing the amount of dose to the 93 00:04:23,759 --> 00:04:28,479 surrounding healthy tissues, right. That 94 00:04:25,880 --> 00:04:30,400 is the aim of radiotherapy. 95 00:04:28,479 --> 00:04:35,160 And 96 00:04:30,400 --> 00:04:38,840 in this toolkit of radiotherapy 97 00:04:35,160 --> 00:04:41,080 we have photons for example. So, these are 98 00:04:38,840 --> 00:04:44,960 high energy x-rays and they would look 99 00:04:41,080 --> 00:04:47,160 like this: an individual beam of photons 100 00:04:44,960 --> 00:04:49,360 would look like this passing through the 101 00:04:47,160 --> 00:04:51,919 body and as it's passing through the 102 00:04:49,360 --> 00:04:55,080 body like when you get an x-ray of your 103 00:04:51,919 --> 00:04:58,880 arm for example it's depositing dose as 104 00:04:55,080 --> 00:05:01,800 it goes through, right. Now in order to 105 00:04:58,880 --> 00:05:06,039 cover the whole region we could use a 106 00:05:01,800 --> 00:05:07,240 combination of such individual pencil 107 00:05:06,039 --> 00:05:10,080 beams 108 00:05:07,240 --> 00:05:13,840 right and that's what you see 109 00:05:10,080 --> 00:05:15,759 here. But if you notice what happens is 110 00:05:13,840 --> 00:05:18,520 you have a high dose where the beams 111 00:05:15,759 --> 00:05:20,280 coming in and as it's going through it's 112 00:05:18,520 --> 00:05:22,840 depositing less and less dose, so it's 113 00:05:20,280 --> 00:05:24,880 sloping downwards and if we want to give 114 00:05:22,840 --> 00:05:28,000 a high amount of dose here we have to 115 00:05:24,880 --> 00:05:30,680 give really high amount of dose to 116 00:05:28,000 --> 00:05:32,479 the healthy tissue at the start. 117 00:05:30,680 --> 00:05:36,199 So, in order to avoid this what we can do 118 00:05:32,479 --> 00:05:40,120 is then include multiple beams, right. 119 00:05:36,199 --> 00:05:41,680 In this situation I've calculated a 120 00:05:40,120 --> 00:05:45,039 plan with five 121 00:05:41,680 --> 00:05:48,039 beams right, and 122 00:05:45,039 --> 00:05:50,120 they add up and over here what you see 123 00:05:48,039 --> 00:05:52,560 is that the red region is where you have 124 00:05:50,120 --> 00:05:56,120 the high dose and the blue region which 125 00:05:52,560 --> 00:05:59,759 is closer to the other healthy organs is 126 00:05:56,120 --> 00:06:02,919 where you have the lower dose, right. 127 00:05:59,759 --> 00:06:05,919 But in the clinic for example this plan 128 00:06:02,919 --> 00:06:07,840 might not necessarily be acceptable 129 00:06:05,919 --> 00:06:10,680 because over here if you see there's 130 00:06:07,840 --> 00:06:13,919 this one beam. The structure you see 131 00:06:10,680 --> 00:06:16,280 here is the spinal cord. 132 00:06:13,919 --> 00:06:18,319 That's a very sensitive 133 00:06:16,280 --> 00:06:22,440 organ and a very important organ. So, you 134 00:06:18,319 --> 00:06:25,960 want to deposit as low dose there as you 135 00:06:22,440 --> 00:06:27,880 possibly can and in order to do that 136 00:06:25,960 --> 00:06:30,199 what you could do is for example you 137 00:06:27,880 --> 00:06:33,800 could shift or use a different beam 138 00:06:30,199 --> 00:06:36,240 angle or you could reduce the intensity 139 00:06:33,800 --> 00:06:40,039 to reduce the amount of dose delivered 140 00:06:36,240 --> 00:06:43,280 by this beam, right, and all of these 141 00:06:40,039 --> 00:06:47,280 little tradeoffs and exchanges that you 142 00:06:43,280 --> 00:06:50,560 can do is what our optimization 143 00:06:47,280 --> 00:06:53,440 algorithm takes care of and how it knows 144 00:06:50,560 --> 00:06:56,680 to do this is we create a mathematical 145 00:06:53,440 --> 00:06:59,800 objective function, so this is 146 00:06:56,680 --> 00:07:02,000 converting the requests of the clinic as 147 00:06:59,800 --> 00:07:05,319 to how much dose should this organ get. 148 00:07:02,000 --> 00:07:08,680 You convert that into a mathematical 149 00:07:05,319 --> 00:07:11,479 function and in optimizing that we get a 150 00:07:08,680 --> 00:07:15,400 dose distribution something like this. 151 00:07:11,479 --> 00:07:18,000 So we understand your research 152 00:07:15,400 --> 00:07:20,280 but why do we need your research from a 153 00:07:18,000 --> 00:07:23,560 patient perspective? Why is it so 154 00:07:20,280 --> 00:07:26,919 important what you are working on? 155 00:07:23,560 --> 00:07:28,840 When we're giving radiation we need to 156 00:07:26,919 --> 00:07:31,919 know it is the best possible thing 157 00:07:28,840 --> 00:07:33,639 because one is: it is going to affect 158 00:07:31,919 --> 00:07:37,080 healthy tissue that is passing through. 159 00:07:33,639 --> 00:07:40,280 So, we need to find a way to deposit as 160 00:07:37,080 --> 00:07:42,680 low dose to the healthy tissue as 161 00:07:40,280 --> 00:07:46,080 possible 162 00:07:42,680 --> 00:07:49,199 and in order to do that we need to 163 00:07:46,080 --> 00:07:51,319 understand what are the limits and what 164 00:07:49,199 --> 00:07:53,879 are the constraints that we're working 165 00:07:51,319 --> 00:07:57,000 with and doing this in an optimization 166 00:07:53,879 --> 00:08:00,199 framework assures us or guarantees us that 167 00:07:57,000 --> 00:08:02,960 it is mathematically at least the best 168 00:08:00,199 --> 00:08:05,520 deliverable plan for this patient 169 00:08:02,960 --> 00:08:07,479 Thanks for your information 170 00:08:05,520 --> 00:08:10,400 about your topic and about treatment 171 00:08:07,479 --> 00:08:13,240 planning. But what are 172 00:08:10,400 --> 00:08:15,879 other parts of medical physics, what are 173 00:08:13,240 --> 00:08:17,919 the most fascinating 174 00:08:15,879 --> 00:08:21,840 parts for you? 175 00:08:17,919 --> 00:08:24,240 I think for me in my topic especially 176 00:08:21,840 --> 00:08:27,120 with treatment 177 00:08:24,240 --> 00:08:29,479 planning the interesting parts is that 178 00:08:27,120 --> 00:08:31,719 there's an overlap of so many different 179 00:08:29,479 --> 00:08:35,200 topics and 180 00:08:31,719 --> 00:08:37,880 subjects. There is physics you know, 181 00:08:35,200 --> 00:08:39,360 there is mathematics in terms of 182 00:08:37,880 --> 00:08:43,200 optimization 183 00:08:39,360 --> 00:08:44,320 algorithms, there is biology in terms of 184 00:08:43,200 --> 00:08:48,560 understanding 185 00:08:44,320 --> 00:08:52,279 how you know tissue reacts to 186 00:08:48,560 --> 00:08:55,480 radiation, and so kind of having all 187 00:08:52,279 --> 00:08:57,399 of these moving parts in this complex 188 00:08:55,480 --> 00:08:59,839 system and really understanding and 189 00:08:57,399 --> 00:09:01,480 exploring it and trying to figure out 190 00:08:59,839 --> 00:09:04,920 solutions that would help people you 191 00:09:01,480 --> 00:09:09,839 know that is, I think, that is a 192 00:09:04,920 --> 00:09:09,839 really rewarding job I think. 193 00:09:10,790 --> 00:09:16,220 [Music]