By Learning From Failures, Lilly Keeps Drug Pipeline Full

Wednesday, April 21st, 2004

By Learning From Failures, Lilly Keeps Drug Pipeline Full explains how Lilly explores every failure, because even “failed” drugs can be turned into successes:

Lilly has long had a culture that looks at failure as an inevitable part of discovery and encourages scientists to take risks. If a new drug doesn’t work out for its intended use, Lilly scientists are taught to look for new uses for a drug. In the early 1990s, W. Leigh Thompson, Lilly’s chief scientific officer, initiated ‘failure parties’ to commemorate excellent scientific work, done efficiently, that nevertheless resulted in failure.
[...]
Other drug companies are also seeing the importance of tolerating — and learning from — failure, a valuable strategy since about 90% of experimental drugs in the industry fail. For example, Pfizer Inc. originally developed the blockbuster impotence drug Viagra to treat angina, or severe heart pain.
[...]
Many Lilly drugs have risen from failure. Evista, now a $1 billion-a-year drug for osteoporosis, was a failed contraceptive. Strattera, a hot-selling drug for attention deficit/hyperactivity disorder, bombed out as an antidepressant. A promising cardiovascular drug called a PPAR-alpha-agonist, which lowers fat levels in the blood, arose from a failed asthma project. The antidepressant Cymbalta, for which Wall Street has high hopes, failed in its original trials until a Lilly scientist upped the dosage.

Dr. Nyikiza, the Rwandan mathematician, is one of Lilly’s “failure” experts. He helped to save Alimta, an experimental chemotherapy drug, and to turn it into a successful treatment for mesothelioma (a rare cancer caused by asbestos):

The story of Alimta’s salvation begins in 1992 with an out-and-out failure: a new drug called lomotrexol that made patients ill in its trials. For the post-mortem analysis, Lilly tapped Dr. Nyikiza, the Rwandan mathematician, who specialized in the failure analysis of complex systems — a branch of math called stochastic processes.

Dr. Nyikiza, who grew up on a peanut and banana farm, developed this interest on boyhood hunting trips in Rwanda and neighboring Tanzania. From his grandfather, he learned all about the myriad factors that lead to a successful hunt or a disastrous one. Among them were wind speed and direction, grass conditions and the presence of predators. “Don’t hunt a lone antelope,” his grandfather cautioned, because lone antelopes tend to attract lone lions.

Dr. Nyikiza ended up in a gifted program at a Rwandan high school run by Jesuit missionaries. After getting a bachelor’s degree in statistics and applied economics in Rwanda, Dr. Nyikiza worked on a project funded by the U.S. Agency for International Development, doing population analysis for the government of Rwanda. Then the U.S. agency and the Rwandan government sent him to Indiana University where he got a doctorate in mathematics.

Before joining the drug industry, Dr. Nyikiza analyzed failures in everything from aircraft engines to truck transmissions. In a job for the Swiss National Science Foundation, he looked at what makes certain paper money prone to counterfeiting.

In 1990, a research executive from Syntex Corp., since acquired by Roche Holding AG, sat next to him on a flight from Zurich to Chicago and concluded Dr. Nyikiza’s expertise would be useful in an industry where almost everything fails. He moved to Lilly from Syntex in 1993.

At the time, Lilly was trying to learn from the failure of lomotrexol. Like Alimta, lomotrexol had induced neutropenia, a white-blood-cell disease causing immune deficiency, severe diarrhea and sometimes death. Lilly asked Dr. Nyikiza to find out why the drug failed. He and three colleagues spent most of a year on the effort, analyzing blood samples and traveling to question world experts. They settled on 64 blood markers that might predict which patients would be afflicted by the devastating side effect. Finally, one called homocysteine emerged. Every patient sickened by lomotrexol had high levels of homocysteine, a common amino acid.

Homocysteine is produced when human cells lack the vitamin folic acid. The conclusion from Dr. Nyikiza’s team — that the patients who died had a deficiency in folic acid — would become crucial during the crisis in the Alimta mesothelioma study.

In short, giving Alimta patients folic acid reduced the dangerous side effects without reducing the drug’s effectiveness.

U.S. Ally in Asia May Have Crossed Line in Terror Fight

Wednesday, April 21st, 2004

U.S. Ally in Asia May Have Crossed Line in Terror Fight reports on Thailand’s zealous efforts to fight terrorism and drug trafficking:

Since Thai Prime Minister Thaksin Shinawatra’s government began a crackdown on suspected Muslim insurgents in January, more than 100 Thai Muslims have disappeared in the southern part of the country, many of them taken in commando-style raids by unidentified assailants, according to witnesses, Muslim politicians and human-rights groups.
[...]
The controversy comes on the heels of Mr. Thaksin’s bloody campaign last year against alleged drug dealers. The action, criticized by the U.S. and others, resulted in the killing of more than 2,500 suspects and hundreds of arbitrary arrests. Some Muslim politicians from the south and Western diplomats in Bangkok argue that the government’s tactics during the drug crackdown, and its frequent heavy-handed policing in Muslim areas, sparked the current round of violence. Moreover, they say, these tactics have helped insurgents recruit a new generation of angry foot soldiers.

Coercion vs. Consent

Tuesday, April 20th, 2004

Coercion vs. Consent includes this passage from David Friedman:

While we cannot logically derive our values, we have them. So do other people. Fortunately, human values vary a good deal less than one might suppose from reading political philosophers. Few egalitarians would prefer a society where everyone had a real income of $1,000 to one where incomes ranged from $90,000 to $100,000. Few Rawlsians would choose to improve the lot of the world?s worst-off person by one dollar at the cost of massively reducing the welfare of everyone else in the world. And few libertarians, however hard-core in theory, would choose a perfectly free society of desperate poverty over one slightly less free and very much wealthier. Almost everyone, in my experience, values most of the same things, although not with identical weights. It is easy for both libertarians and socialists to claim to support their principles whatever the consequences — when each group believes the consequences would be, on very nearly all dimensions, the most attractive society the world has ever seen.

If most people have at least roughly similar values, and if libertarians are correct about what sort of society libertarianism would produce, we need not justify our own values in order to argue for libertarianism. All we need do is to show that a libertarian society would be more attractive, by widely shared standards, than any alternative — wealthier, wiser, freer, more just, better for poor as well as rich. That is, after all, what most libertarians believe.

Before Teaching Ethics, Stop Kidding Yourself

Tuesday, April 20th, 2004

Before Teaching Ethics, Stop Kidding Yourself is discussing now-in-vogue ethics workships, but this passage applies to all work-related workshops:

The cultural observer and sociologist Philip Rieff once told me that the modern idea of “workshops” is used to hide the obvious fact that, unlike real workshops, in which material goods are actually produced, the kinds of workshops we sit through today result in no products.

Burgers, Fries, and Lawyers

Tuesday, April 20th, 2004

Burgers, Fries, and Lawyers, by Todd G. Buchholz (in Policy Review, No. 123) attacks the notion of suing fast-food restaurants for causing obesity. In the process, the article describes how efficiently fast-food restaurants deliver quality nutrition, measured in grams of protein per dollar (or cents per gram of protein):

On average, a gram of hamburger protein found in a Burger King Whopper or McDonald?s Big n? Tasty costs about 7 cents. Each sandwich provides 25 grams of protein. During a recent national campaign, both of these restaurant chains slashed their prices, bringing the dollar/protein ratio down to just 3.8 cents. The supermarket survey shows that a gram of protein from a ground beef patty and bun costs about 8 cents (leaner beef would cost somewhat more, standard ground beef somewhat less). Again, the cost of supermarket beef does not include the cost of accompaniments such as lettuce and tomato, nor does it include any time or labor costs for preparing a sandwich yourself.

Happy Birthday, Man of the Year 1938

Tuesday, April 20th, 2004

You’d never know that today was the birthday of the TIME Person of the Year 1938. (I only realized what today was while reading a Reason retrospective on Columbine. What does that have to do with anything? Read the article.)

Wal-Mart

Tuesday, April 20th, 2004

Wal-Mart has experienced amazing, sustained growth:

How big can Wal-Mart grow? With $256 billion in sales in the year to January 31st, the firm is already the world’s biggest company by that measure. Its nearest retailing rival, a French supermarket chain called Carrefour, is less than half Wal-Mart’s size. In America, Wal-Mart manages nearly 3,000 giant discount stores and hypermarket ?supercentres?. Abroad, it has ventured into Mexico, Britain, Japan, Canada, Germany and China, as well as making smaller investments elsewhere. Eight out of ten American households shop at Wal-Mart at least once a year. Worldwide, more than 100m customers visit Wal-Mart stores every week.

Eight out of ten American households shop at Wal-Mart at least once a year. I guess I’m one of the two out of ten…

In fact, I seem to love Wal-Mart’s “upmarket” competitors:

A number of retailers in America have gone up against Wal-Mart and survived — even thrived. They have deliberately avoided trying to do the same thing as Wal-Mart. Hence Target, based in Minneapolis, competes as a sort of ?upmarket? Wal-Mart with low prices, but a more edited selection of goods. It also employs its own designers to create exclusive ranges. Costco, based in Issaquah, Washington state, operates a chain of membership discount-warehouses, which rival Wal-Mart’s Sam’s Club chain. Costco carries international brands and is particularly noted for its wines and surprises: it recently had $52,000 diamond rings for sale. Costco also has a reputation for paying its staff well above the average union rates.

Winning Back the Frustrated Golfer

Tuesday, April 20th, 2004

Winning Back the Frustrated Golfer reports that golf’s growth has stagnated, because three million of the 26 million adult golfers in the U.S. quit each year. It’s too hard:

Winning pros make the game look easy. They usually score well below par (72 for most courses, the number of shots it should take expert golfers to play 18 holes). In contrast, only 0.1% of all golfers shoot par, says the U.S. Golf Association, which keeps rules and scores. The average score for men is 96 shots, or 24 shots over par. For women, the average is 108 shots.

Only 0.1% of all golfers shoot par.

2004 Wired Rave Awards

Monday, April 19th, 2004

Peter Jackson, director of the three Lord of the Rings films, is interviewed in the 2004 Wired Rave Awards:

There were two shots of Gollum in Fellowship. We kept him in the shadows — he wasn’t good enough for dialog or a close-up in daylight. We worked on him for another year, and he was in 300 shots in Two Towers. A month before delivery of that film, [visual effects supervisor] Joe Letteri insisted on redoing all of it because we’d finally gotten the code for Gollum right. Even so, after Two Towers, we still weren’t happy with the subtlety of Gollum.

I have to say, Gollum will date those movies in a bad way. If they saved all their motion-capture data, audio, etc. though, they can keep refining those scenes and releasing new editions of the trilogy — year after year after year.

The Case for a War Tax – on Gas

Monday, April 19th, 2004

Andrew Sullivan, a conservative, opens his Case for a War Tax — on Gas with these words:

Gas prices are too low. There. I said it.

What’s his argument for pumping up the federal gas tax from 18.4 cents per gallon to one dollar?

  • Taxes are not an option; they’re a necessity. The only relevant question is, Which taxes?
  • Gas prices are strikingly lower in America than anywhere else in the world.
  • Gas taxes are easy to collect.
  • Gas taxes encourage conservation, accelerate fuel efficiency, reduce pollution, and cut traffic.
  • Gas taxes help wean Americans off the oil that requires the U.S. to be so intimately involved in that wonderful cesspool of rival hatreds, the Middle East.

Certainly his first point is hard to dispute — but it doesn’t argue for a gas tax (or against it). His second point carries no weight with me. (“If all your friends jumped off a bridge, would you?”) His third point seems valid, but increasing the income-tax rate is just as easy.

What I find odd is that he didn’t frame his fourth point in any kind of economic sense. An efficent gas tax internalizes economic externalities; it charges people for the pollution they produce. It’s also a use tax; it charges people for the public roads they use.

I’m fairly ambivalent about his last point.

I don’t see a gas tax going over well with the electorate, but I enjoyed this spin nonetheless:

The real reason so many Americans hate gas taxes is that they see them. The government can eat away at your life with payroll taxes, but because they are usually deducted before you get to see your paycheck, you don’t notice. But the price of gas is broadcast on big placards across the country. When it goes up, eyebrows rise a notch. But that’s a good thing! The government has to tax you somehow. Isn’t it better to shift taxation to places where people notice it, so they can demand accountability? The gas tax is therefore a win-win conservative-liberal synthesis. It cuts the deficit, helps the environment and keeps the government fiscally honest and accountable.

WorldChanging: Another World Is Here: Un-Electric Fridge

Monday, April 19th, 2004

WorldChanging: Another World Is Here: Un-Electric Fridge reports on Pot-in-Pot, the Rolex award winner:

The device owes its cooling powers to a simple law of thermodynamics. When moisture comes into contact with dry air, it evaporates, causing an immediate drop in temperature. When the water in the sand between the two pots evaporates, the inner pot is kept cool, preserving the goods inside.

Although this invention is new to Nigeria, it seems that the Quakers, Amish, et al. have been using similar “technology” for quite some time (only using wooden boxes rather than clay pots).

Call It Puck Rock

Monday, April 19th, 2004

Dropping the Gloves, Picking Up Guitars: Call It Puck Rock reports on a new genre of novelty tunes:

Mr. Spagnolo, 30 years old, is the lead vocalist in Two Man Advantage, a Long Island, N.Y., band in a tiny but feverish musical subgenre known as puck rock. He and his four band mates compose and play songs about hockey, a sport that for decades inspired very little music that couldn’t be played on a Wurlitzer between whistles.

The article jokes about hockey music played on a Wurlitzer, but I noticed years ago that hockey games had much hipper, much edgier music than other sporting events.

Several NHL arenas have played their song “Hockey Junkie” during games. Royalty Records of New York signed the band and released its first CD, “Drafted,” in 1998.

I really should get around to writing a song specifically for sporting events — another “We are the Champions” or something, just to collect royalties.

Italian hostage ‘died a hero’

Friday, April 16th, 2004

Italian hostage ‘died a hero’ shares an important piece of the story I had not yet heard:

The Italian who was the first civilian hostage to be killed in Iraq was today hailed as a hero who defied his captors and told them: “Now I’ll show you how an Italian dies.”

Italy’s foreign minister, Franco Frattini, confirmed Fabrizio Quattrocchi’s death, and said that an Italian official had seen a videotape of the killing of the 36-year-old security guard, one of four Italians taken hostage on Monday.

The tape of his killing was sent to Qatar-based Arab television station Al-Jazeera, which said that it was ‘too bloody’ to show.

Mr Frattini said: “This boy, as the assassins were pointing the gun at him, tried to take off his hood and shouted: ‘Now I’ll show you how an Italian dies’ … he died as a hero.”

The hostage makes a show of bravado…and Al-Jazeera decides the killing is “too bloody” to show. Hmm…

I’d heard simply that the hostage was a baker:

Like two of the other Italian hostages, Quattrocchi worked for a US-based security company. The fourth captive was employed by a Seychelles-based firm, Mr Frattini said.

Born in Sicily and raised in the northern city of Genoa, Quattrocchi used to work as a baker until he moved into security in 2000.

He took courses in the field before working as a nightclub bouncer and then a bodyguard, Italian newspapers, quoting his family, said. He was also a keen practitioner of martial arts.

Captain’s Quarters – A Contractor Tells About His Mission

Friday, April 16th, 2004

Captain’s Quarters – A Contractor Tells About His Mission reprints an e-mail from a security contractor in Iraq:

As you may or may not know I am not on active duty as [Special Forces] this year. For the last 6 months, I have been one of the government contractors you may have heard about in the news operating in Iraq. I work with many other contractors who, like me, are on Authorized Absence (or discharged) from either Special Forces, Marine Recon, SEAL Teams, etc.

His description of Iraq is…different from CNN’s:

The Iraqi people as a whole?love us. You read it right?love us. Terrorists may hate us and radicals in different ethnic groups within Iraq may hate each other?but in general, the common Iraqi people, Shias, Sunis, Kurds, Chaldeans, Turkomen, all have one thing in common?For one instant in time, they have hope for their future and the future of their children?and that hope is centered around one group of foreigners?you guessed it?Americans?the good old USA.

And there are dozens of coalition forces who help us?young military people from most of the free countries in the world are here?and willing to lay down their lives because America has led the way in spreading the good news of freedom and democracy to the oldest land on Earth.

He then shares some “recent examples of how we Americans deal with indigenous people and their dead and prisoners we take.”

The marginal product of NBA players

Friday, April 16th, 2004

Tyler Cowen’s The marginal product of NBA players points to a Washington Times article on how Wayne Winston, professor of decision sciences at Indiana University, has tried to apply Moneyball style statistics to basketball — starting with a popular hockey statistic:

Winston ran the concept by Sagarin, a close friend since their days as fellow MIT undergraduate math majors. They settled on a variation of hockey’s plus-minus system, in which players are judged by how well their team plays while they are in the game.

In the NHL, for instance, a player who is on the ice when his team tallies a goal earns a rating of +1; if the team yields a score, that same player would receive a -1 mark.

“Basketball’s a team sport, and lots of things aren’t tracked,” Winston says. “Like taking the charge, going through a screen, tipping a ball to your teammate, saving a ball from going out of bounds. That’s where our system comes in. All these little things should translate into points.”

It takes a bit more analysis than that though:

One problem: Traditional plus-minus systems tend to overrate average players on good teams and underrate good players on lousy ones. After all, a zero plus-minus rating on the Los Angeles Lakers is not the same as a zero rating on the Los Angeles Clippers, mostly because one team has Kobe Bryant and Shaquille O’Neal and the other has Marko Jaric and Chris Kaman.

To compensate, Winval’s ratings are weighted to take into account every other player on the floor. For every time segment a player is in a game, the system tracks the other nine players on the floor, the length of the segment and the score at the start and end of the segment.

Naturally, the results don’t match popular wisdom, as Tyler Cowen points out:

Please sit down, the five best players in the NBA, according to this measure are:

1. Hedo Turkoglu (who? he plays for San Antonio but doesn’t even start)
2. Vince Carter (a well-known star, but universally considered soft and a choker)
3. Kevin Garnett (the likely MVP for this year)
4. Brad Miller (very good player, but not elite)
5. Manu Ginobili (very good player, perhaps headed toward elite status)

Shaq, Kobe, and Tim Duncan are not in the top ten. None of the five, except for Garnett, crack a recent USA Today straw poll for NBA mvp.