1 00:00:06,310 --> 00:00:08,180 So far, there are a lot of ways to clone genes. 2 00:00:08,180 --> 00:00:09,240 I've given you two. 3 00:00:09,240 --> 00:00:12,060 Later in the course, I'll give you a third, but we cloned it 4 00:00:12,060 --> 00:00:13,870 here by its function, complementation. 5 00:00:13,870 --> 00:00:15,350 We cloned it here on the basis of the 6 00:00:15,350 --> 00:00:17,275 protein it actually made. 7 00:00:17,275 --> 00:00:19,580 Now, how do we analyze these genes? 8 00:00:19,580 --> 00:00:21,270 How do you know which gene we're dealing with? 9 00:00:21,270 --> 00:00:22,630 How do we study it? 10 00:00:22,630 --> 00:00:23,850 Let's turn to that. 11 00:00:23,850 --> 00:00:25,136 Analyzing our gene. 12 00:00:32,290 --> 00:00:35,570 Well, let's suppose we have our cell, maybe 13 00:00:35,570 --> 00:00:36,300 it's our yeast cell. 14 00:00:36,300 --> 00:00:37,170 It's Arg1 again. 15 00:00:37,170 --> 00:00:40,260 We'll go back to yeast. 16 00:00:40,260 --> 00:00:44,240 It's got its yeast DNA it's also got this circle that has 17 00:00:44,240 --> 00:00:46,260 our plasmid here. 18 00:00:46,260 --> 00:00:48,250 Circle is plasmid. 19 00:00:48,250 --> 00:00:50,020 How are we going to study that gene? 20 00:00:50,020 --> 00:00:52,350 We know that yeast is able to now grow. 21 00:00:52,350 --> 00:00:53,750 We can grow up that yeast. 22 00:00:53,750 --> 00:00:56,420 We can purify DNA from it. 23 00:00:56,420 --> 00:00:56,670 But wait a second. 24 00:00:56,670 --> 00:00:59,070 How do we get our plasmids away from the chromosomal DNA? 25 00:00:59,070 --> 00:01:01,070 Aren't we back in the same boat of you can't 26 00:01:01,070 --> 00:01:02,330 purify DNA from DNA? 27 00:01:06,400 --> 00:01:08,120 Thankfully, this is easy. 28 00:01:08,120 --> 00:01:11,210 Little circles of DNA have different biochemical 29 00:01:11,210 --> 00:01:13,780 properties than the long, linear chromosomes or the big 30 00:01:13,780 --> 00:01:15,110 chunks of DNA. 31 00:01:15,110 --> 00:01:17,760 And you can use biochemistry to separate little circles of 32 00:01:17,760 --> 00:01:20,830 DNA from big chunks of DNA. 33 00:01:20,830 --> 00:01:22,080 So no problem. 34 00:01:22,080 --> 00:01:24,360 You can purify the plasmids. 35 00:01:24,360 --> 00:01:30,820 Purify the plasmid, and there it is. 36 00:01:30,820 --> 00:01:32,100 It's back again. 37 00:01:32,100 --> 00:01:35,230 And now, you've got your Arg1 gene. 38 00:01:35,230 --> 00:01:37,436 How do I study it? 39 00:01:37,436 --> 00:01:40,230 Well, the first thing I might want to find out about my Arg1 40 00:01:40,230 --> 00:01:44,830 gene, is how big is that insert. 41 00:01:44,830 --> 00:01:47,445 How can I find out how big that insert is? 42 00:01:47,445 --> 00:01:48,355 AUDIENCE: Electrophoresis. 43 00:01:48,355 --> 00:01:50,160 ERIC LANDER: Electrophoresis. 44 00:01:50,160 --> 00:01:51,610 I first have to cut out the insert. 45 00:01:51,610 --> 00:01:52,816 How do I do that? 46 00:01:52,816 --> 00:01:54,184 AUDIENCE: The restriction enzyme. 47 00:01:54,184 --> 00:01:56,640 ERIC LANDER: My restriction enzyme, EcoRI. 48 00:01:56,640 --> 00:02:00,860 I cut with EcoRI and it liberates the insert. 49 00:02:00,860 --> 00:02:08,280 And then I take a gel, which can be made out of different 50 00:02:08,280 --> 00:02:10,470 substances, and I put my DNA there. 51 00:02:10,470 --> 00:02:13,510 Agarose is particularly nice stuff, which is basically 52 00:02:13,510 --> 00:02:17,980 Jell-O. And I turn on an electric field. 53 00:02:17,980 --> 00:02:20,260 DNA is what, positively charged or negatively charged? 54 00:02:20,260 --> 00:02:21,180 AUDIENCE: Negative. 55 00:02:21,180 --> 00:02:23,300 ERIC LANDER: So what kind of charge do I want to put here? 56 00:02:23,300 --> 00:02:24,290 AUDIENCE: Positive. 57 00:02:24,290 --> 00:02:25,550 ERIC LANDER: What charge do I put here? 58 00:02:25,550 --> 00:02:26,265 AUDIENCE: Negative. 59 00:02:26,265 --> 00:02:28,780 ERIC LANDER: What happens if I do it backwards? 60 00:02:28,780 --> 00:02:29,590 Bad. 61 00:02:29,590 --> 00:02:32,090 Everybody does it backwards in the lab at some point. 62 00:02:32,090 --> 00:02:34,950 So then you do this. 63 00:02:34,950 --> 00:02:39,220 The DNA goes this way and it turns out that agarose is this 64 00:02:39,220 --> 00:02:41,700 matrix of cross links and all that. 65 00:02:41,700 --> 00:02:46,660 And DNA molecules wiggle through like a snake, through 66 00:02:46,660 --> 00:02:50,430 this matrix, and little ones go much faster than big ones. 67 00:02:50,430 --> 00:02:56,930 So what happens is, little DNA molecules move faster than big 68 00:02:56,930 --> 00:02:58,660 DNA molecules. 69 00:02:58,660 --> 00:03:02,520 And if I stop at some point, and I add a dye that sticks to 70 00:03:02,520 --> 00:03:05,850 DNA, and look at it with a fluorescent light, I can 71 00:03:05,850 --> 00:03:08,520 actually see where the DNA molecules are. 72 00:03:08,520 --> 00:03:11,850 So I've grown up a ton of this plasmid, lots of it, couple of 73 00:03:11,850 --> 00:03:13,050 micrograms of it. 74 00:03:13,050 --> 00:03:16,260 I cut it, I add it to the top of my well here, I turn on the 75 00:03:16,260 --> 00:03:20,330 electricity, and it wiggle, wiggle, wiggles through. 76 00:03:20,330 --> 00:03:26,180 This is the vector, and this is the insert. 77 00:03:26,180 --> 00:03:29,010 It might be actually, that I found another plasmid that 78 00:03:29,010 --> 00:03:31,180 could do this too, that rescued yeast. 79 00:03:31,180 --> 00:03:33,870 It had a vector and maybe at a different insert. 80 00:03:33,870 --> 00:03:36,455 Maybe I had one, I don't know why, that had the same insert 81 00:03:36,455 --> 00:03:37,490 right there. 82 00:03:37,490 --> 00:03:39,810 In any case, the first characterization that I would 83 00:03:39,810 --> 00:03:43,470 do is look at the size of my insert. 84 00:03:43,470 --> 00:03:46,010 How big is that insert? 85 00:03:46,010 --> 00:03:59,450 I might find out that the insert is one kilobase, 1,000 86 00:03:59,450 --> 00:04:06,740 bases, or one KB, or 2 KB or something like that. 87 00:04:06,740 --> 00:04:08,975 That's a first order of characterization. 88 00:04:08,975 --> 00:04:10,580 Now, of course, what I really want to know 89 00:04:10,580 --> 00:04:13,950 about the insert, sequence. 90 00:04:13,950 --> 00:04:15,910 I want the DNA sequencing insert, right? 91 00:04:15,910 --> 00:04:18,050 Let's not just mess around with, it's got 1,000 bases, I 92 00:04:18,050 --> 00:04:20,110 want to know what are those bases in what order. 93 00:04:20,110 --> 00:04:22,320 So that means I have to invent DNA sequencing. 94 00:04:33,060 --> 00:04:33,790 All right. 95 00:04:33,790 --> 00:04:36,350 So how am I going to invent DNA sequencing? 96 00:04:36,350 --> 00:04:38,550 This is a little tough. 97 00:04:38,550 --> 00:04:40,265 I have my piece of DNA. 98 00:04:40,265 --> 00:04:42,280 I cut it out. 99 00:04:42,280 --> 00:04:48,772 Here's my piece of DNA, 5 prime to 3 prime, 100 00:04:48,772 --> 00:04:50,090 5 prime to 3 prime. 101 00:04:52,900 --> 00:05:03,330 Let's give it a sequence ATTAAGAATGCAT, et cetera. 102 00:05:07,370 --> 00:05:11,620 DNA sequencing is actually remarkably cute. 103 00:05:11,620 --> 00:05:16,370 I take a primer just like Kornberg did back when he was 104 00:05:16,370 --> 00:05:18,880 discovering polymerase. 105 00:05:18,880 --> 00:05:21,450 Here's my primer, let's say. 106 00:05:21,450 --> 00:05:22,700 Here's my primer. 107 00:05:25,730 --> 00:05:26,980 Here's the matching template. 108 00:05:30,790 --> 00:05:32,660 And what did Kornberg teaches us? 109 00:05:32,660 --> 00:05:35,110 He taught us that if we add polymerase, what will 110 00:05:35,110 --> 00:05:38,040 polymerase do? 111 00:05:38,040 --> 00:05:39,910 It'll add the right bases, right? 112 00:05:39,910 --> 00:05:46,910 TACGTA onward. 113 00:05:46,910 --> 00:05:48,850 If we could look really fast, maybe we could just 114 00:05:48,850 --> 00:05:51,190 see it going by. 115 00:05:51,190 --> 00:05:53,390 But we can't look really fast. 116 00:05:53,390 --> 00:05:59,110 If we just add polymerase, it'll just zip up 117 00:05:59,110 --> 00:06:00,670 and add all the bases. 118 00:06:03,500 --> 00:06:06,590 But someone had a clever trick. 119 00:06:06,590 --> 00:06:08,660 The clever trick is this. 120 00:06:08,660 --> 00:06:16,860 Suppose I threw in a smidgen of defective Ts, Ts that 121 00:06:16,860 --> 00:06:18,550 couldn't be extended for some reason? 122 00:06:21,060 --> 00:06:22,310 I'll call that T star. 123 00:06:28,480 --> 00:06:30,640 What happens if a defective T goes in there? 124 00:06:33,700 --> 00:06:34,950 Can't be extended anymore. 125 00:06:38,430 --> 00:06:39,930 And what happens then to my reaction? 126 00:06:39,930 --> 00:06:41,180 It comes to a halt. 127 00:06:43,560 --> 00:06:47,520 Ah, but what happened if I put in a good T? 128 00:06:47,520 --> 00:06:55,232 Then instead, what would the next base be? 129 00:06:55,232 --> 00:06:59,780 A. Then what would happen? 130 00:06:59,780 --> 00:07:05,470 C, G. Then what's next? 131 00:07:05,470 --> 00:07:10,460 T. And what would happen if I put in a defective T? 132 00:07:14,520 --> 00:07:15,770 It would stop. 133 00:07:25,330 --> 00:07:29,340 Now, maybe instead the defective T didn't go in. 134 00:07:35,860 --> 00:07:39,220 And it would go on, and the next T that it encounters, 135 00:07:39,220 --> 00:07:42,480 maybe it would put a defective T there. 136 00:07:42,480 --> 00:07:46,750 Or maybe it would put a defective T there. 137 00:07:49,830 --> 00:07:51,520 Now, of course, I just have a little smidgen of 138 00:07:51,520 --> 00:07:54,020 defective T, right? 139 00:07:54,020 --> 00:07:55,650 So which of these will happen? 140 00:07:55,650 --> 00:07:58,920 Will it sometimes stop at the first T? 141 00:07:58,920 --> 00:08:01,160 Sometimes at the second? 142 00:08:01,160 --> 00:08:02,410 Sometimes at the third? 143 00:08:05,190 --> 00:08:08,260 I'll actually get a series of molecules. 144 00:08:08,260 --> 00:08:12,350 What will the lengths of those molecules tell me? 145 00:08:12,350 --> 00:08:13,820 Where the Ts are. 146 00:08:17,960 --> 00:08:19,710 Kind of cute. 147 00:08:19,710 --> 00:08:21,890 This is very cute. 148 00:08:21,890 --> 00:08:29,340 So if I do that reaction, I'll call that the defective Ts, I 149 00:08:29,340 --> 00:08:33,260 could see that there is some molecules, stop here at this 150 00:08:33,260 --> 00:08:36,150 very small size, some stop here, some stop here, some 151 00:08:36,150 --> 00:08:37,890 stop there, some stop there. 152 00:08:37,890 --> 00:08:40,010 And what have I just learned? 153 00:08:40,010 --> 00:08:43,950 The sizes, the lengths of the fragments that end in T. 154 00:08:43,950 --> 00:08:44,700 But that's not good. 155 00:08:44,700 --> 00:08:47,352 I also want to know the As. 156 00:08:47,352 --> 00:08:49,090 AUDIENCE: Do it with defective As. 157 00:08:49,090 --> 00:08:50,910 ERIC LANDER: Do it will defective As, right? 158 00:08:50,910 --> 00:08:54,180 I'll just use defective As. 159 00:08:54,180 --> 00:08:58,520 And then I'll see the As stop there. 160 00:08:58,520 --> 00:09:00,540 And then I'll do it with defective Cs, and I'll do it 161 00:09:00,540 --> 00:09:02,540 with defective Gs. 162 00:09:02,540 --> 00:09:06,570 And I'll see exactly where the molecules are, the lengths of 163 00:09:06,570 --> 00:09:14,090 the molecules that end in A, T, C, and G. 164 00:09:14,090 --> 00:09:17,620 And I've just read the sequence, haven't I? 165 00:09:17,620 --> 00:09:19,180 Pretty cool. 166 00:09:19,180 --> 00:09:21,010 This actually is so cool, it won a Nobel Prize. 167 00:09:23,730 --> 00:09:26,152 I mean cool usually means won a Nobel Prize or something 168 00:09:26,152 --> 00:09:27,980 like that in this class. 169 00:09:27,980 --> 00:09:30,300 So actually, how do I visualize the 170 00:09:30,300 --> 00:09:32,520 little letters there? 171 00:09:32,520 --> 00:09:35,780 So the little fragments on the gel? 172 00:09:35,780 --> 00:09:37,480 I visualize the little fragments back in 173 00:09:37,480 --> 00:09:39,076 ancient days, yes? 174 00:09:39,076 --> 00:09:41,992 AUDIENCE: How do you know [INAUDIBLE] 175 00:09:45,394 --> 00:09:47,518 necessarily be inserted in every place 176 00:09:47,518 --> 00:09:48,768 where there is a letter? 177 00:09:50,740 --> 00:09:52,500 ERIC LANDER: I'd make the right ratio. 178 00:09:52,500 --> 00:09:55,290 I'd choose a ratio of defective to good Ts. 179 00:09:55,290 --> 00:09:58,510 Like if I choose 1% defective T's, then about 1% of the 180 00:09:58,510 --> 00:10:00,920 time, I put in the defective T it turns out. 181 00:10:00,920 --> 00:10:02,560 It turns out to work OK. 182 00:10:02,560 --> 00:10:06,020 I just put in a smidgen of defective Ts, like 1%, and 1% 183 00:10:06,020 --> 00:10:09,260 of the time it stops here, and 1% here, and 1% there. 184 00:10:09,260 --> 00:10:13,670 So and then, of course, to see them in old days, what people 185 00:10:13,670 --> 00:10:17,540 did was they made these primers radioactive, and these 186 00:10:17,540 --> 00:10:22,050 radioactive primers here within the gel would be held 187 00:10:22,050 --> 00:10:25,380 up against a piece of x-ray film, and you would see where 188 00:10:25,380 --> 00:10:27,660 little radioactive bands were. 189 00:10:27,660 --> 00:10:29,690 That's how you could visualize the primers, because it turns 190 00:10:29,690 --> 00:10:31,460 out you have too little primer to see it even with my 191 00:10:31,460 --> 00:10:32,620 fluorescent dye. 192 00:10:32,620 --> 00:10:36,430 But a little radioactivity, you add radioactivity, you 193 00:10:36,430 --> 00:10:39,480 take the gel off, you put on a piece of, I guess you've got 194 00:10:39,480 --> 00:10:40,690 to wrap it with Saran. 195 00:10:40,690 --> 00:10:42,045 You'd better be standing behind a shield. 196 00:10:42,045 --> 00:10:44,060 So you're standing behind a plastic shield, you reach 197 00:10:44,060 --> 00:10:46,510 around the shield, you wrap it with Saran Wrap. 198 00:10:46,510 --> 00:10:48,340 You then put x-ray film on. 199 00:10:48,340 --> 00:10:49,760 You are you doing this in a dark room. 200 00:10:49,760 --> 00:10:50,980 You then seal it up. 201 00:10:50,980 --> 00:10:52,600 You put it in the freezer for two weeks. 202 00:10:52,600 --> 00:10:53,210 You take it out. 203 00:10:53,210 --> 00:10:54,050 You develop it. 204 00:10:54,050 --> 00:10:56,380 You get your magic marker, and you follow where all the 205 00:10:56,380 --> 00:10:58,160 little bands are. 206 00:10:58,160 --> 00:10:59,410 And that's DNA sequencing. 207 00:11:03,300 --> 00:11:03,660 It's cool. 208 00:11:03,660 --> 00:11:04,355 It won a Nobel Prize. 209 00:11:04,355 --> 00:11:07,160 It's also like really tedious. 210 00:11:07,160 --> 00:11:13,490 So little tricks were done to speed it up, some nice pieces 211 00:11:13,490 --> 00:11:15,910 of engineering. 212 00:11:15,910 --> 00:11:30,620 Instead of visualizing our DNA, faster DNA sequencing, 213 00:11:30,620 --> 00:11:31,870 what happens instead? 214 00:11:35,270 --> 00:11:38,640 What people did, which was very cool, was they simply 215 00:11:38,640 --> 00:11:43,390 took the As, Ts, Cs and Gs, the defective ones, they 216 00:11:43,390 --> 00:11:47,150 attached a colored dye to each one. 217 00:11:47,150 --> 00:11:51,810 The As were green, and the Ts were blue and the Gs were red. 218 00:11:51,810 --> 00:11:56,900 Now, when I run it out, I can do it with fluorescence. 219 00:11:56,900 --> 00:12:00,900 And I can see the Ts all glow one color, and the As glow 220 00:12:00,900 --> 00:12:02,750 another color. 221 00:12:02,750 --> 00:12:06,340 Now, it turns out, of course, if they're glowing four 222 00:12:06,340 --> 00:12:10,090 different colors, I don't actually need to run them in 223 00:12:10,090 --> 00:12:12,330 separate lanes. 224 00:12:12,330 --> 00:12:14,780 I could run them in the same lane, right? 225 00:12:14,780 --> 00:12:29,950 So I could run them all in a single lane, and I'd see Ts 226 00:12:29,950 --> 00:12:33,753 and As, and Gs. 227 00:12:37,560 --> 00:12:43,500 And now, instead of putting this up against the piece of 228 00:12:43,500 --> 00:12:45,800 x-ray film, I could do this in a very thin 229 00:12:45,800 --> 00:12:47,050 tube called a capillary. 230 00:12:53,810 --> 00:12:57,960 And instead of holding it up to an x-ray film, I could just 231 00:12:57,960 --> 00:12:59,210 put a laser detector. 232 00:13:03,170 --> 00:13:06,975 I can turn on the electricity and watch the fragments go by 233 00:13:06,975 --> 00:13:09,200 and just look at it with my laser detector. 234 00:13:09,200 --> 00:13:09,890 Shines a light. 235 00:13:09,890 --> 00:13:12,900 I say, oh yeah, green, red, blue. 236 00:13:12,900 --> 00:13:15,440 That's the sequence. 237 00:13:15,440 --> 00:13:18,020 This made it a lot easier than that. 238 00:13:18,020 --> 00:13:20,070 I actually got involved in molecular biology when it was 239 00:13:20,070 --> 00:13:22,680 still that. 240 00:13:22,680 --> 00:13:24,120 That is a lot better. 241 00:13:29,540 --> 00:13:31,750 By the way, I didn't tell you what the defective 242 00:13:31,750 --> 00:13:33,148 Ts were, did I? 243 00:13:33,148 --> 00:13:36,284 AUDIENCE: [INAUDIBLE]. 244 00:13:36,284 --> 00:13:37,230 ERIC LANDER: Sorry? 245 00:13:37,230 --> 00:13:38,565 AUDIENCE: [INAUDIBLE]. 246 00:13:38,565 --> 00:13:40,490 ERIC LANDER: Well, they gotta have something that prevents 247 00:13:40,490 --> 00:13:43,380 them from being extended, right? 248 00:13:43,380 --> 00:13:44,920 What prevents them from being extended? 249 00:13:44,920 --> 00:13:50,710 Do we remember how DNA is extended? 250 00:13:50,710 --> 00:13:53,390 We have a sugar phosphate backbone, right? 251 00:13:53,390 --> 00:14:04,850 Phosphate, base, 5 prime. 252 00:14:04,850 --> 00:14:07,350 Where do we extend, what base? 253 00:14:07,350 --> 00:14:08,300 3 prime. 254 00:14:08,300 --> 00:14:11,400 And what do we use to extend on? 255 00:14:11,400 --> 00:14:13,670 The 3 prime hydroxyl. 256 00:14:13,670 --> 00:14:16,970 Remember, DNA has no hydroxyl at its 2 prime position. 257 00:14:16,970 --> 00:14:24,220 Its normal DNA is 2 prime deoxy. 258 00:14:27,650 --> 00:14:30,536 How do you think we prevent it from being extended? 259 00:14:30,536 --> 00:14:32,410 AUDIENCE: 2 prime [INAUDIBLE]. 260 00:14:32,410 --> 00:14:34,160 ERIC LANDER: 2 prime, 3 prime dideoxy. 261 00:14:37,230 --> 00:14:44,700 Defective just means 2 prime, 3 prime dideoxy. 262 00:14:47,220 --> 00:14:49,140 See, we tell you about these structure not just so you 263 00:14:49,140 --> 00:14:51,430 memorize structures, but because those are the tricks 264 00:14:51,430 --> 00:14:52,580 we use in the trade. 265 00:14:52,580 --> 00:15:01,260 Now, you get yourself some 2 prime, 3 prime dideoxies. 266 00:15:01,260 --> 00:15:03,690 You put in a smidgen, maybe 1%. 267 00:15:03,690 --> 00:15:05,020 You run your reaction. 268 00:15:05,020 --> 00:15:09,120 Those dideoxies have dyes, spelled differently, D-Y-E 269 00:15:09,120 --> 00:15:11,250 color dyes attached to them. 270 00:15:11,250 --> 00:15:14,190 And you sit there with your laser detector. 271 00:15:14,190 --> 00:15:16,270 Turns out to be even better. 272 00:15:16,270 --> 00:15:20,270 If you have one capillary, you could have two. 273 00:15:20,270 --> 00:15:22,670 If you have two, you could have three, and the machines 274 00:15:22,670 --> 00:15:31,285 that were built around 1999 had 96 capillaries. 275 00:15:34,590 --> 00:15:37,620 I'll call it 100. 276 00:15:37,620 --> 00:15:45,060 You could sit there and read 700 bases every hour. 277 00:15:48,480 --> 00:15:51,640 You can do this maybe 20 hours in the day 278 00:15:51,640 --> 00:15:52,890 because it's automated. 279 00:15:55,290 --> 00:15:59,892 You could do this 360 days a year. 280 00:15:59,892 --> 00:16:06,530 And at MIT, we had 100 machines during the Human 281 00:16:06,530 --> 00:16:07,710 Genome Project. 282 00:16:07,710 --> 00:16:16,980 And if you do the arithmetic, we could read about 60 billion 283 00:16:16,980 --> 00:16:27,610 bases a year, 60 billion bases a year during the height of 284 00:16:27,610 --> 00:16:28,860 the Human Genome Project. 285 00:16:35,900 --> 00:16:52,650 Now, this is pretty cool, but it ain't nothing compared to 286 00:16:52,650 --> 00:16:56,490 what we're doing 10 years later. 287 00:16:56,490 --> 00:17:12,250 Currently, we are doing 60 billion bases every 288 00:17:12,250 --> 00:17:17,039 10 minutes at MIT. 289 00:17:20,819 --> 00:17:25,010 There's a little trick that I'll tell you about next time 290 00:17:25,010 --> 00:17:29,500 of how DNA sequencing went from that, where you could do 291 00:17:29,500 --> 00:17:34,110 about 250 letters a day, when I first got involved in this, 292 00:17:34,110 --> 00:17:37,420 to that, where at a large facility like MIT, you could 293 00:17:37,420 --> 00:17:41,330 do 60 billion letters a day, to today when you can do about 294 00:17:41,330 --> 00:17:43,750 60 billion letters in 10 minutes. 295 00:17:43,750 --> 00:17:45,030 We'll touch on that next time.