February 20, 2010

Why I used to love Santa Destroy

In Suda 51's No More Heroes, I loved the city of Santa Destroy. That's a controversial position, because Santa Destroy bored almost everyone else to tears — the excision of the city from the sequel, Desperate Struggle, was met with almost unanimous praise. Judged strictly by its impact on the gameplay, the town had few redeeming features, and there's not much point in disputing that. But Santa Destroy had value to No More Heroes in other ways. In excising it, the sequel lost something.

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February 17, 2010

What price eternity?

In 1951, Henrietta Lacks died of an incredibly fast-growing and invasive uterine cancer. She is still alive today, making vital contributions to our understanding of cancer and cellular biology. How a dead, uneducated black woman continues to live and provide valuable scientific insights, and why her children and grandchildren have not benefited from her legacy, is the subject of Rebecca Skloot's new book, The Immortal Life of Henrietta Lacks (which you can buy from Amazon here).

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Regrettable steps

So, the spam has finally gotten to be a bit too irritating. I am leaving anonymous commenting available, but the CAPTCHA is on for at least the time being to see if that suppresses the spam. I have also posted a formal Comment Policy, as well as a Page of Shame describing my most irritating comment spam. Sorry for anyone who is inconvenienced by the CAPTCHA: consider this post to be the place for leaving complaints about that or the comment policy.
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February 5, 2010

Choosing what to complain about

My review of The Saboteur has gone live at GameCritics.com (spoiler alert: I really liked it!) after a modestly torturous rewrite. It's a vastly larger game than any I've reviewed before at that site, which led to an enormous imbalance between my notes and the size of the review. I spent almost 48 hours in the world of The Saboteur, which means I have many pages of notes that had to be boiled down significantly before I could get anywhere near a readable size. Games like this are so large that reviews could easily become a ponderous, ten-page affair, and there are a number of sites that don't put any reins on that kind of approach. Those bloated, feature-counting reviews are, in my opinion, part of the reason that game criticism has been slow to grow beyond software criticism. Yet, games are software, and they often have bugs or shortcomings that become increasingly obvious as more time is spent with them. A game like The Saboteur has tons of little things wrong with it, and some of the other games I've reviewed had a few little things wrong with them. When I write the review, I discard most of those criticisms, but I can imagine somebody reading those reviews and wondering why I didn't talk about problem X.

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February 1, 2010

Capsule: The Sky Crawlers - Innocent Aces

Final Status: Completed all main story missions on various difficulties

Put This on Your Box: It's Top Gun meets World War II!

Most Intriguing Idea: Making an arcade flight sim that controls somewhat like an actual airplane.

Best Design Decision: The tactical maneuver commands — done right, there's nothing wrong with "Press A for Awesome".

Worst Design Decision: Brevity.

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January 18, 2010

Storytelling in Silent Hill

My review of Silent Hill: Shattered Memories went up last week at gamecritics.com, and I really regret that I had to pan it. The game had some good ideas buried in it, but the overall experience was just miserable, oscillating wildly between deadly boredom and screaming frustration. I covered most of the gameplay issues I had in the review, but I only lightly touched on the positives and negatives of the game's storytelling. My reason for this is that it's difficult to talk about what's really going on in the story without revealing the game's central twist. I think it's unfair to even slightly spoil a game in a review (I felt I had to change the review's subtitle for just this reason), and like many Silent Hill games the twist at the end is profoundly important to the player's experience. Here on the blog I don't feel so much restraint, however, and I think it's worth discussing what the game gets right and wrong in terms of the characters, locales, and echo messages. That means the following discussion has massive spoilers, so be forewarned.

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January 14, 2010

Glitches in the Animus

I think it's fair to say that one of the things Assassin's Creed II is about is immersion. The fiction of the game concerns a completely immersive virtual world reconstructed from one character's DNA, which allows him to inhabit the bodies of his ancestors. The game world itself is constructed to resemble, with startling fidelity, famous locations in Italy. The game also adopts a 3rd-person open-world approach that produces at least a competent illusion of player agency in the game world. Genuine player immersion is, at least with present technology, an unreachable goal, and so of course Assassin's Creed II never manages to achieve it. What struck me during the course of play, however, was how many times the game simply gave up on the pursuit, falling back on old game tropes that betray the illusion, despite how easily this could have been avoided.

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January 13, 2010

Haiti

I can barely imagine a worse place for a devastating earthquake to hit than Haiti, one of the poorest countries in the western hemisphere. Even worse, the main shock originated very close to its largest city, Port-au-Prince, and nearby aftershocks are continuing. Thousands, perhaps tens of thousands, died in the earthquake itself, and given the lack of infrastructure even more may perish in the near future from disease and starvation. Many of the nation's most significant structures (including the National Palace) have been destroyed, its slums have been flattened, and many of the buildings still standing have suffered irreparable damage and will have to be demolished.

You can help the survivors by donating to the Red Cross, Medecins Sans Frontieres, or Partners in Health. Wyclef Jean's Yele Haiti is also taking donations for earthquake relief. I know as well as anyone how hard things are right now. I know a lot of my readers are unemployed, or living on a limited budget. Small donations add up, though, and much of what will be desperately needed in Haiti in the coming weeks and months comes very cheap. If you can spare $50, that's great, but if you can only spare $5, give that. No matter how bad your lot is right now, I can guarantee you it's better than living in a shattered country without power, food, medicine, or clean water.

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December 31, 2009

The ones I'll remember

It's the end of a decade, which means a vast array of retrospectives for video games and movies and whatever the hell else. Assembling a "best of" list for games is a tricky and probably futile task, especially for a one-man show like this site. Games take too long to play, are too diverse in their experiences, and are spread across too many expensive platforms for one man to sample everything that might be a classic, or even everything that other people think is classic. Besides that issue, many games that are awesome experiences at the time trickle out of your mind to be forgotten until you see the case sitting on your shelf. So this is not the definitive best-of-the-decade list, nor is it even my best-of-the-decade list. This is my best-remembered list. These are the games I think about when I play other games, when I'm reading books, when I'm watching television. They are the games that have stuck in my mind long after I removed the disc from the tray, the games I think of playing again at least once a week. I'm not sure they're the best games of the decade, or even the best games of their respective years of release, but they're the games I'll remember.

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December 16, 2009

A single residue dictates a fold

ResearchBlogging.orgAnfinsen's dogma — that the amino acid sequence of a protein uniquely determines its structure — naturally leads one to the idea that identity between amino acid sequences means identity between structures. This has proven to be a successful paradigm: sequence similarity reliably predicts structural and functional similarity. Evidence accruing in recent years, however, suggests that for small proteins, at least, this assumption may not be entirely safe. Adding to this view, in an article in PNAS this week (it's open access, so open it up), a research team led by Philip Bryan reports that they are able to generate significantly different folds with divergent functions from sequences that differ by a single amino acid.

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December 11, 2009

Non-native hydrogen bonds mediate structural transitions

ResearchBlogging.orgA few weeks ago, I wrote that the goal of a structural biology research program ought to be to "characterize the conformation and energy of key, functionally-relevant members of the protein's structural ensemble and identify the pathways between them." The Nature paper last week, among other examples I mentioned in the preceding post, described functionally significant minor members of the native-state ensemble, and this is certainly an area where structural studies are making a lot of progress. But what about the other part of that statement, the transition pathways? How are we to study them, and what can we learn about them? Experiments alone are unlikely to tell us everything we want to know about the intermediates between different native structures. We can, however, use simulations validated by experiments to investigate the mechanisms of structural change. Today in Cell, research primarily performed by my coworkers Alexandra Gardino and Janice Velos demonstrates that the bacterial signaling protein NtrC  rapidly samples its active conformation even when it is not phosphorylated. Moreover, they confirm predictions that the intermediates between these two states are stabilized by hydrogen bonds not present in either one.

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December 2, 2009

Alternate structures and catalysis in cyclophilin

ResearchBlogging.orgOf all the sources of structural variability in proteins, the hardest to pin down is side-chain conformational heterogeneity. Side chains aren't always easy to model into their primary conformation in the first place — you need excellent crystal diffraction or NMR data to do it. Even if you pulled that off, it's not always clear how (or if) side-chain fluctuations relate to a protein's activity. If we carefully examine our data for the faintest signals, however, we can sometimes find evidence of secondary conformations that play an important role in function. In an article in this week's Nature, James Fraser, myself, and others show that in the case of the proline isomerase cyclophilin A (CypA), alternative conformations of side chains play a key role in catalysis.

Previous experiments on CypA had established that the backbone amide groups of many residues were sensitive to a conformational fluctuation on the millisecond timescale. Under conditions where this enzyme is saturated with a peptide substrate, the fluctuation rate for some of these residues is very similar to the catalytic rate, suggesting that the dynamics and catalysis are linked in some way (2). Later experiments also showed that this fluctuation was an intrinsic property of the enzyme, continuing even in the absence of substrate (3). What we didn't know, however, was how the dynamics of cyclophilin were related to catalysis. We couldn't know, because we had no idea what the motion we were detecting was.

In the case of enzymes like adenylate kinase, there is a dramatic rearrangement of structural elements, and the population of conformations corresponding to the "end points" of that motion can be significantly enriched by altering the amount of substrate present in solution. In the case of CypA, neither of these things seems to be true. Supplementary Fig. 1a (freely accessible from the article page) neatly encapsulates the problem. For this figure, 48 structures of CypA, some with ligand and some without, were aligned, and the variation between them was determined. While there is some variability in the chain conformation, it is primarily limited to a group of residues known to undergo fluctuations that are not related with catalysis (blue chain). The residues involved in the catalysis-related dynamics don't seem to have much variability, even across this fairly large group. So we can't trap the unknown, minor state of CypA by adding substrate, and there's no evidence of an alternate state that explains the NMR data.

Knowing this, we suspected that some kind of side-chain motion accounted for the observed dynamics, probably involving an aromatic group of some kind. Our efforts to gather evidence for this, however, ran into some typical NMR problems — resonance overlap and poor sensitivity exacerbated by chemical exchange. Fortunately, the crystallographers came to our rescue, in the form of Tom Alber and his super-talented grad student Jaime Fraser. Jaime had determined a crystal structure of CypA at cryogenic temperature and analyzed the data using their algorithm RINGER, which examines electron density below the threshold typically considered "noise" in order to identify possible alternative rotameric states of side chains. He found evidence of multiple conformations for a few residues, but nothing that would explain the NMR results. Jaime had the bright idea to redo the experiment at room temperature, which Tom was convinced would result in nothing more than a radiation-damaged crystal and bad diffraction data.

What actually happened was that when Jaime examined the electron density from that experiment he could identify a group of side chains that had more than one conformation in the crystal, which you can see in Fig. 1. These residues included serine 99, methionine 61, and the catalytic arginine 55. Right in the middle of this group was phenylalanine 113, a residue with an aromatic side chain capable of causing changes in chemical shift at relatively long range. For context, the image to the left shows a structure of cyclophilin (PDB code: 1RMH) in complex with the model substrate we used in our own experiments (succinyl-Ala-Ala-Pro-Phe-p-nitroaniline), with the side chains of S99, F113, M61, and R55 in red. As you can see, F113 and M61 form part of the floor of the binding pocket, with S99 rather remote.

So here we have an alternative structure of CypA, hidden below the threshold typically considered when determining a crystal structure. It was certainly plausible that fluctuations in this ensemble of side chains could give rise to the NMR observations, but plausibility isn't proof. One way to address this would be to try and force CypA to adopt the less-populated conformation. If you look at Fig. 1d you can see that the two conformations of S99 lie at the standard rotameric positions, and that the less-populated rotamer of S99 would run into the more-populated rotamer of F113. So, if you replaced one of the side-chain hydrogens of S99 with a methyl group (i.e. mutated the serine to threonine), that might push the other residues of this group into their minor conformational state. So, that's what we did.

To the right you can see an overlay of structures for wild-type (WT) CypA (red) and S99T (green), aligned using structural elements on the opposite side of the protein from the active site. As you can see, the backbone traces match very closely, except for the helix and loop on the right. These elements are involved in crystal contacts in the S99T structure, but not the WT; a lower-resolution structure of S99T shows no differences here. Another key difference between these structures, of course, is the position of the side chains (thick neon); as shown here (and more clearly in Fig. 2c) they seem to have adopted the minor conformation from the WT structures. Although this mutation inspires widespread chemical shift changes (Fig. 3a) consistent with the hypothesis that this concerted side-chain rotation gives rise to the NMR observations, the structures seem very similar. Yet, S99T CypA differs from WT in two important ways.

The first difference is that the conformational fluctuations are dramatically slower, but only for residues that showed catalysis-related dynamics in WT (Fig 3d). In fact, this rate is now so slow that due to a quirk of NMR we can only determine the slowest rate of the process. At 10 °C, this fluctuation in S99T is about 60 times slower than the slowest process in WT.

The second key difference between the mutant and the WT is that catalysis is dramatically slowed. Because CypA does not consume its substrate (it acts on both cis- and trans- proline bonds) its activity can be assayed by NMR, as you can see in Fig. 4. As with any enzymatic assay, the net activity is proportional to the amount of enzyme added, so just glancing at these spectra (and knowing the enzyme concentration) you can estimate that S99T has at least 40-fold lower activity than WT enzyme. If you actually perform the fits, it turns out that the reaction velocity for S99T is about 240 times lower than that for normal CypA, but this includes a contribution due to the fact that S99T does not bind its substrate as tightly either. If you correct for this, it turns out that S99T has about 70-fold less activity than the normal enzyme. Not only is this similar to the change in dynamics, it's also quite comparable to another mutation, R55K, that removes a group that performs some of the chemistry.

These results indicate that a conformational change in a group of side chains including F113 is primarily responsible for the chemical exchange behavior observed in WT. The S99T mutation stabilizing the minor conformation dramatically and similarly reduces both the conformational fluctuation rate and the catalytic rate. This suggests that dynamics and catalysis are linked not by happenstance but by some direct relationship. Unfortunately, these experiments do not provide any direct insight into the mechanism by which dynamics contribute to catalysis. They do establish, however, that in CypA coherent fluctuations of side chains, barely detectable in protein crystals, nonetheless make a critical contribution to function.

1) Fraser, J.S., Clarkson, M.W., Degnan, S.C., Erion, R., Kern, D., & Alber, T. (2009). Hidden alternative structures of proline isomerase essential for catalysis Nature, 462 (7273), 669-673 DOI: 10.1038/nature08615

2) Eisenmesser, E.Z., Bosco, D.A., Akke, M., & Kern, D. (2002). Enzyme Dynamics During Catalysis Science, 295 (5559), 1520-1523 DOI: 10.1126/science.1066176

3) Eisenmesser, E., Millet, O., Labeikovsky, W., Korzhnev, D., Wolf-Watz, M., Bosco, D., Skalicky, J., Kay, L., & Kern, D. (2005). Intrinsic dynamics of an enzyme underlies catalysis Nature, 438 (7064), 117-121 DOI: 10.1038/nature04105

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