Showing posts with label data. Show all posts
Showing posts with label data. Show all posts

Wednesday, June 19, 2013


4x [2m on, 2m off] run
medium pace (~8:00/mi)

3 rounds:
5 L hamstring curls (35)
5 R hamstring curls
max pull ups (10, 6, 5)

Trying to stay steady with G and my plan to run more this summer. 2 minute intervals felt pretty rough by the end, pace was where I wanted it but it was getting hard to keep it up.

Not as fancy (or precise) a readout as G's super new Garmin watch, but managed to extract my pace data from the RunKeeper app on my phone (if you're interested, I use either GPSVisualizer or uTrack to visualize .gpx file data). The periods in the profiles likely correspond to the corners in the track...

Monday, August 27, 2012

Making new baselines


3x1 low bar back squat (5x135, 5x185, 3x225)1x265,1x285,1x290(f)
3x1 shoulder press (5x85, 3x115) 1x135 1x140(f), 1x140(dna)
3x1 power clean (5x111, 3x155, 2x175) 1x199(f), 1x199, 1x204(f)
4x1 bench press (5x95, 5x135, 2x185) 1x[225,215,210](f), 1x210
3x1 deadlift (5x135, 5x225, 3x275) 1x325, 1x345, 1x355

Fun times!  I'm going to make an old style graph to put in here soon.

Opted to do a CFT-style test of my 1RM in the five different lifts I've been focusing on.  If we consider this a strict CFT challenge then technically I totally failed on bench (three failed attempts) but then got the fourth one to stick after the deadlifts.  Overall, I feel like this is a general success, particularly since I hit a new PR on every lift!

Compared to about 2.5 months ago, I increased about 40lbs on the squat, 5 lbs on the bench, and almost 40lbs on the deadlift.  I haven't done a 1RM for shoulder press in a very long time, maybe 5 years in fact, but it looks like I've gone up about 15lbs from then.  First time doing a 1RM for power cleans, so it's an automatic PR.

Tuesday, March 8, 2011

sprints!




crossfit WOD 110308

Ten rounds, each for time of
Sprint 100m
Rest 90 seconds





SS: 16, 16.52, 17.52, 18, 19 (John injured himself here), 18.16, 17.30, 20, 18.8, 18.5

There's an indoor track at the gym here that's 1/10 of a mile (even smaller than the roof of coles!) but they don't let you do intervals on it (in theory, we haven't tested that out). Regardless, we decided to run across the basketball courts downstairs. These times reflect running across three courts (width-wise) and back, which turns out to be ~100m. If it were nicer outside we could have done it there, but we had no such luck.

On the 5th sprint John strained him hammy, so we'll probably do upper body stuff for the next week or so.

Wednesday, June 3, 2009

Warm-up:
1 & 1/4 squat (high-bar; to 4x135, 2x3x185#)
hang power snatch (to 2x95)

2-2-1 hang power snatch (105,115 [f1],115)
5x5 floor press (145,4x155)
3-3-3-3-3-2-2-2 weighted pullups (5x60,3x75# DB)

standing broad jumps: about 8 attempts, best = 8'9.5" (~268 cm)

1 & 1/4 squats are a nice warm-up. Done as a front squat I can easily imagine how these would help clean recoveries. Unfortunately, today I had no speed or coordination for the O-lifts, so I did some slow lifts instead. Pullups were pretty easy, hardest part was keeping the DB between my feet.

I remember doing the standing broad jump way back in junior high. Got some funny looks in the gym. I will try them again when my legs are fresher. Distances for players from the February NFL combine:

Friday, May 8, 2009

Warm-up:
overhead squat
hang power snatch
hang snatch (to 135#)

AMRAP in 10 minutes of:
muscle-up
ground-to-shoulder (Male: 185#, Female: 105#; I subbed 165#)

Partition as needed, and you decide on the ground-to-shoulder movement (power clean, squat clean, deadlift-and-curl, etc.). This was Workout B from the Norcal Qualifiers (see a demo here), where a minimum of 10 reps of each exercise had to be completed.

BL: 35 reps (15 cleans + 20 muscle-ups, done in sets of 3 & 5, respectively)

A brutal workout. I would have really loved bumpers, cause controlling those eccentrics really took a lot out of me. Still loved it though; will definitely revisit this one.

Histogram of the scores for the men who completed the workout as Rx'd at the Norcal qualifiers (apparently the winner did 10 MUs in a minute and a half then did 76 power cleans in the remaining time!!!):

Sunday, March 22, 2009

Adaptation

I was reading some literature on the compressive loads experienced by the spine during deadlifts when I came across some interesting data from a study by Granhed et al. (1987). They calculated loads on the L3 vertebrae of experienced powerlifters (all of the lifters in the study were pulling over 200 kg, with a few over 300 kg). What I found interesting was that the authors reported the the annual lifting tonnage from the lifters' training records. I've re-plotted the data below:
This is essentially Granhed et als third figure, although I've switched the axes to reflect my belief in the causal variable, and included the weights for the lifters and data for control subjects.

The data isn't exactly surprising, and there's good evidence that resistance-exercise makes bone stronger (Suominen, 1993). Of course, the study was cross-sectional, so it's unclear how much increase in bone mineral content these lifters saw over the course of their individual training. It's entirely possible that only lifters with strong spines ever manage to lift a lot of weight over the course of a year, and that they experienced little or no adaptation in bone density from lifting heavy weights. Undoubtedly, this bias exists to some degree; the deadlift is an incredible selective pressure after all (I can count on one hand the number of people I've seen deadlift in my gym over 2 years; ok, that's true only if I exclude the Crossfitters, otherwise I would need two hands). Nevertheless, data from longitudinal studies in athletes suggests that increases in bone density are indeed related to training, suggesting that the above plot isn't entirely correlational.

Oh, and the forces on the lumbar spine during the conventional deadlift? No surprise, they are huge, and the worse your form, the more force you are exposing your spine to. Calculated loads for competitive powerlifters exceed 20 kilonewtons. Climbers will recognize that this is close to the rated strength of many carabiners.

Monday, September 15, 2008

Geekery

Decided to step back and take a look at the progress I've made over the last 10 weeks on the Texas Program. The squat is the only lift that I was consistent with from week to week (rotating press and bench as well as deadlifts and power cleans and rows) so those are the numbers I plot below. For reference, my last CFT was about one year ago, with my back squat at 225#, and that number had been essentially stationary until I initiated this intermediate program.

The bands demarcate Rippetoe & Kilgores' standards for max lifts, and only apply to the red data points. The widths of these bands delimit R&Ks' standards at the ranges of my bodyweight over the last 10 weeks (linear interpolation from R&Ks' table).
Up until the last couple of weeks, progress was essentially linear on the 5x5s, and the heavy singles creeping up towards 2xBW. Looking over the logs, I think the slowdown is actually due to overzealous deadlifting and a failure to eat enough to keep up with the volume. I'm gonna dial the volume down a hair this week, eat like crazy, and see where that gets me.

Friday, April 18, 2008

15 seconds of pain

Warm-up:
0.5 mi run

47 rounds:
15 seconds run (treadmill, incline=7, speed=8.8 mi/hr)
15 seconds rest

Wanted to do tabata sprints today, but wasn't sure I could avoid killing myself. Instead I opted for a slightly different protocol recently studied by Helgerud and colleagues (2007). It consists of 15 second intervals at 90-95% max heart rate alternating with 15 seconds at ~70% max heart rate. In the paper, people did this for 47 rounds, three times a week for 8 weeks. It produced some nice results when compared to work-matched controls exercising at different intensities:My heart rate was about 195 while working (wore a monitor), and crept up to about 198-200 during the rests. This is just about 95% of my peak heart rate. I didn't follow the protocol exactly as I basically just rested during the second interval. Can't really say I enjoyed this one; certainly wouldn't want to do it three times a week. On the other hand, it is less debilitating than tabata sprints; it's nice to have options.

Saturday, March 22, 2008

Is the omega-6:omega-3 ratio of beef relevant?

Although it's still debatable what the optimal dietary ratio of omega-6 to omega-3 fatty acids is, there's good evidence that the contemporary dietary intake of polyunsaturated fatty acids has over time become heavily skewed towards a higher intake of omega-6 than omega-3 fatty acids (Cordain et al., 2005; Simopoulos, 2002). The current US diet is estimated to have a omega-6:omega-3 ratio between 10:1 to 12:1, while Cordain and colleagues estimate a ratio of between 2:1 and 3:1 for a traditional hunter-gatherer diet. There is growing consensus that reducing the omega-6:omega-3 dietary ratio may reduce the morbidity and mortality associated with a wide range of metabolic disorders.

This is all well and good, but ratios can be misleading and it's important to keep in mind the absolute mass of fatty acids consumed (Mozaffarian & Rimm, 2006; Wijendran & Hayes 2004). Case in point: one of the purported benefits of grass-fed beef is that grass-fed beef has a better omega-6:omega-3 ratio than grain-fed beef. This is also one of the reasons that wild-caught salmon is recommended over farm-raised salmon. What do the actual data look like? The table below shows the fatty acid profiles of the aforementioned meats.


A few things to note. First, the total PUFA content of grass and grain-fed beef is pretty low. Second, grass-fed beef only contains marginally more omega-3 fatty acids than grain-fed beef. This, together with a marginally lower omega-6 content results in a slightly lower omega-6:omega-3 ratio for grass-fed beef. In addition, the two samples of grain-fed beef are very similar in most respects, but one sample has an omega-6:omega-3 ratio of >17 while the other is <5. Does that mean one is healthier to eat than the other? Not in any meaningful way, looking at the ratio alone is misleading since it conceals the fact that this difference is due to a mere 30 mg of omega-3 fatty acids. To get a sense of how small that is, recall that current recommendations for daily omega-3 intake are over 2000 mg (ALA+EPA+DHA). The absolute amount of omega-3 fatty acids derived from beef is just too small, regardless of whether it is grass or grain-fed. A one pound steak only has between 70-225 mg of omega-3 fatty acids (most of which isn't the more beneficial marine omega-3s, EPA and DHA). Compare this to the amount of omega-3s you get from either wild-caught or farmed salmon. So while it's true that the omega-6:omega-3 ratios are lower for grass-fed beef, a look at the absolute masses of the separate fatty acid classes suggests that this isn't really practically relevant.

Now don't get me wrong, there are many other benefits of grass-fed beef. If money weren't a constraint, I would eat it all the time. However, I don't think that the omega-3 content of beef should be a factor when deciding whether to buy grass-fed over grain-fed. If you want to improve your omega-6:omega-3 dietary ratio, you would do better to eat more seafood and reduce your intake of vegetable oils.

Saturday, March 8, 2008

Monitoring health by counting heartbeats

It's often the case that high-intensity workouts (like Fran or Tabata sprints) cause your heart rate to skyrocket in order to meet the metabolic demands of active muscle. Remarkably, the flow of blood to active muscles may increase to four or five times that of resting cardiac output. Just as remarkable is the fact that your heart rate will typically drop 40% five minutes after exercise completion. These dramatic changes in heart rate are controlled by the sympathetic and parasympathetic components of the autonomic nervous system; sympathetic activation increases cardiac acceleration, contractility and coronary constriction whereas parasympathetic activation promotes cardiac deceleration and coronary dilation. Your heart rate response to exercise is largely determined by the balance of these two systems.

Being a sucker for numbers, I'm always on the lookout for simple, predictive physiological measures. There are a few based on heart rate that are strongly predictive of mortality and turn out (not surprisingly) to be modifiable by training. The first is resting heart rate, which the American Heart Association suggests should be between 60-80 beats per minute (bpm). A fast heart rate is associated with an increased risk of death from cardiovascular as well as noncardiovascular causes (Hjalmarson, 2007; Palatini, 1999). Even within the recommended range (60-80 bpm), a lower resting heart rate is significantly associated with decreased risk of dying from any cause, especially heart attack (Jouven et al., 2005).
The second measure is heart rate reserve, the difference between maximal heart rate and resting heart rate. A smaller dynamic range is associated with increased risk of death from any cause, especially heart attack (Jouven et al., 2005), and a failure to reach predicted peak heart rates during graded exercise is predictive of increased mortality and coronary heart disease incidence (Lauer et al., 1996).

Finally, the last measure is heart rate recovery, the difference between maximal heart rate and heart rate measured some fixed time after cessation of exercise (usually 1 or 2 minutes). The failure to drop at least 30 bpm within 1 minute is associated with increase risk of heart attack. A smaller decrease in heart rate suggests a dysfunction of the parasympathetic system, since the decrease in heart rate immediately following exercise is primarily due to parasympathetic reactivation (Imai et al., 1994; Raymond, 2004).
The above figure bins together all the data below 25 bpm recovery, but if you look more closely at lower ranges, an association with risk of death is even more apparent. For all you stats geeks, below is a conditional trellis plot (click the figure to see a larger version) that illustrates risk of all-cause mortality as a function of age, fitness, peak heart rate and heart rate recovery (Ishwaran et al., 2004). Age is a binary grouping indicated by the orange bars (left column is younger than 45 yo and the right column is older than 45 yo). Fitness is a categorical variable indicated by the green bars (least fit in the top row proceeding to most fit in the bottom row). Peak heart rate and heart rate recovery (measured 1 minute after ceasing exercise) are plotted for each subject for whichever panel they correspond to (age x fitness). That's five freakin variables!
And just for kicks, the figure to the right plots some data from the last time I did 400 meter sprints. There goes (220-age) as a predictor for my maximal heart rate! There are better ways of estimating maximal heart rate (e.g., see Joe Friel's work).

It's worth pointing out that these heart rate measures are not independent (Jouven et al., 2005); in fact they're highly correlated, suggesting that they may be different measures of the same disorder. And while the mechanism(s) underlying the association of these heart rate measures with increased mortality and heart disease remain unknown, the data are consistent with the idea that autonomic system imbalance predisposes people to life-threatening arrythmias (Jouven et al., 2005).

Aside from their utility for predicting death, these measures are also interesting because they can be modified by training. Following training, heart rate recovery is accelerated (Darr et al., 1988; Imai et al., 1994; Sugawara et al., 2001) and resting heart rate is decreased (Wilmore et al., 2008). Changes to maximal heart rate are less clear, with some evidence for a slight decrease following endurance training (Darr et al., 1988; Wilmore et al., 2008). So if you're bored, or looking for another way to track progress, break out the stopwatch or heart rate monitor and start logging! Indeed, Levine (1997) showed that the total number of heartbeats in a lifetime is remarkably constant across a wide range of variation in mammals.If we take seriously the idea that a human heart is physiologically predetermined to beat ~3 billion times in a lifetime, perhaps it wouldn't hurt to make reducing your resting heart rate an objective.

Monday, January 7, 2008

ACL Reconstruction

Mark arrived at my door today to announce that he wanted to join the ACL surgery club and had therefor gone and torn his ACL during a rousing game of football (that's soccer to the ignorant Americans). So, in light of this I went to look for the review articles I had read on ACL reconstruction and found that since my surgery a complete review issue was released by Clinics in Sports Medicine. I've included the important articles from that first, as it's the most recent source. But I will start by pointing out that it is clear from my reading that surgeons have their preferred methods and sometimes the conclusions drawn form the data are, by and large, opinion applied to completely inconclusive results. While I did not read any outright contradictions of the data—there was considerable wiggle room used in interpretation.


I will summarize my reading of the articles here and then group the articles by topic and relevance. I haven't read all of these articles as I couldn't find my original list and I read a bunch of them on paper hand haven't confirmed which was which.

First, Bone-Patellar-Bone autograft reconstructions are the oldest and probably the best under most valid statistical measures of knee function recovery but have the highest rate of associated long term post-surgery (anterior) knee pain. This anterior knee pain can also slow recovery as the time to full knee mobility is highly correlated with recovery time and the extra pain associated with the BPB autograft increases this time. Further, all the recent reviews I read suggested that the current generation of alternative allo and auto grafts had statistically indistinguishable results from the BPB autograft, though at least two meta-analyses showed at least one measure that was statistical better for each of the primary auto-grafts (PBP and hamstring) and the allograft comparisons appear to be the same. The primary worry cited in the allograft comparisons is the small (order ~1:400,000 chance) that you will receive an infection from the allograft and in one report I found the median surgical infection rate for this category is 0.36% suggesting that this should probably not be a primary concern (Am J Infect Control 31 (2003)). The other concern is a very small rate of rejection due to improper treatment but the rates were similarly very low (~1:100,000 if I remember correctly). There is a major advantage to the allograft as it allows for faster transition into recovery (less additional trauma) and it can be harvested to maximize match between the grafts bio-physical characteristics and that of the native ACL. A recent class of surgeries appears to be destined to be the new gold standard: the double bundle reconstruction. This actually locates two separate graft attachment points on the femur and tibia. These dual bundle reconstructions appear to be capable of both better duplicating the natural ACLs construction and reducing rotational laxity—a problem with current grafts (but least with the BPB graft).

Below I am grouping and categorizing the reviews. I would remember that the graft comparison reviews (especially the conclusion/discussions) appear to be slightly biased towards the particular surgeons favorite technique.

Clinics in Sports Medicine Review Issue

Allo vs Auto Graft

Additional ACL Surgery Procedures


ACL Graft Comparisions

(Orrin Sherman's review first)

Structure, Double Strand and Partial Tear

One Nasty Complication of BPB Grafts

Injury Fate and Recovery Rates

Wednesday, December 5, 2007

Before you drop that cash for a new shell...

Here's some interesting data from Phil Gibson (Army Materials Science Team) comparing one measure of breathability across several well-known fabrics as a function of relative humidity (constant humidity gradient). The details can be found here and here.I couldn't resist the chance to plot another data set from McCullough et al. 2003, A comparison of standard methods for measuring water vapour permeability of fabrics (from their Table 1). They compared various methods of measuring breathability; the top four panels show measures of water vapor flux so bigger is better (the fourth, ASTM F2298, corresponds to Gibson's test at a higher humidity gradient and relative humidity); the last measures evaporative resistance so lower is better.These data are consistent with the word on the street that eVent is king of the hill in terms of breathability (not sure where the newer Gore fabrics fit in here). Unfortunately, the use of eVent fabric seems to be more popular across the pond, with Rab and Montane making all sorts of nice shells (you can however buy this stuff through ProLiteGear). Wild Things also makes a nice shell (in the US no less!).

More relevant reading: Mar Verber's essay on Outdoor Clothing; Andy Kirkpatrick's article on Breathable waterproofs.

Monday, November 26, 2007

"Some time ago, I was interested in a similar question, but not the highest survived fall, it was the LD50 height (height, where about 50% of the climbers die) which I wanted to find out. So I reviewed all the accident information I could get from my local climbing area (Elbsandstein) back to 1883, and compiled it to a graph:The black part of the bars are the ones who not survived. From this, I would estimate the LD 50 height to about 25m. Although survival rate decreases with increasing height, the dependency is not too strong. Apparently it depends also much on how you fall and what the cratering zone looks like."
- Joerg Brutscher

Source: here
Rockclimbing.com Forum thread: here

Saturday, November 17, 2007

Get fat!

Good fats of course, those being ω-3 fatty acids (a type of polyunsaturated fatty acid [PUFA], another being the ω-6 fatty acids; these are also referred to as n-3 and n-6 fatty acids). Members of these families are derived from the essential fatty acids linoleate (LA) and α-linolenate (LNA). Strictly speaking, these two are the only essential fatty acids (required through diet), although that term is often extended to the entire family of PUFAs (Cunnane, 2003). The ω-3 and ω-6 fatty acids are critical for a host of bodily functions, which you can read about in reviews by Das (2006) and Wijendran and Hayes (2004). Very roughly speaking ω-6 fatty acids are pro-inflammatory whereas ω-3 fatty acids are anti-inflammatory. More specifically, the ω-3 fatty acids eicosapentaenoic acid (EPA) and docosahexaenoic acid (DHA) are antithrombotic and antiarryhthmic, and dietary intake of these fatty acids is associated with reduced risk of death from cardiovascular disease.

Although current evidence indicates that the relative dietary ratios of ω-3 and ω-6 fatty acids is a indicator for overall health (Wijendran and Hayes 2004; Simopoulos, 2002), the mechanisms by which EPA and DHA reduce the risk of cardiac mortality remain unclear. The assumption is that direct incorporation of these fatty acids into the myocardium of the heart underlies their health benefits. That dietary intake directly modulates myocardial phospholipid profile was recently documented by Metcalf et al. (2007). The authors examined the atrial tissue of people undergoing elective cardiac surgery following varying durations of dietary supplementation with fish oil (6 g EPA+DHA/day, for 7-60 days). They found that fish oil supplementation increased the amount of EPA and DHA in the cell membranes of both atrial tissue as well as red blood cells.


It has been proposed that the cardioprotective effects of EPA and DHA result from replacement of arachidonic acid (AA) in cardiac membranes. AA is a precursor of a wide array of eicosanoids (Funk, 2001). These compounds promote inflammatory responses, platelet aggregation, and vasoconstriction. Although these are essential metabolic functions, excess AA-derived eicosanoids can promote atherosclerotic disease and thrombosis.

Source: Calder 2006.

Metcalf et al. also showed that dietary fish oil supplementation reduced atrial AA concentrations, consistent with the idea that part of the benefit of EPA and DHA may be due to the reduction in AA-derived pro-inflammatory factors.


These phosphospholipid adaptations in atrial tissue may thus underlie the cardioprotective effects of dietary fish oil. In support of this, the timescale and magnitude of these changes is broadly consistent with the observation that the protective effects of ω-3 fatty acid supplementation begin early, but reach significance only after about three months.


Also of note is the fact that supplementing with flaxseed oil (high in ALA) did not result in any changes in ω-3 fatty acid concentrations. This is likely due to the fact that dietary ALA is converted to EPA and DHA at extremely low rates (Plourde & Cunnane 2007), which is consistent with suggestions that ALA supplementation is not cardioprotective (Matthan et al. 2005; Wang et al. 2006).

Thursday, October 11, 2007

Nut fats

In case you were wondering about the fat profile of nuts (I was cause I just ate 600 calories of cashews):

Source

Wednesday, October 3, 2007

Tabata Medley

5 rounds of Tabata Intervals

1 round stationary bike
1 round pushups
1 round stationary bike
1 round situps
1 round stationary bike

scoring is done by the lowest # reps completed in a round for
pushups and situps, and by cumulative distance on stationary bike

RoundSSED
12.26mi1.87mi
276
32.06mi1.46mi
41310
51.30mi1.04mi


compare to last time

Good times. Eric and I both felt like a metcon today and this did nicely. I do enjoy the Tabata Medley. We had to switch bikes on the last round, and for some reason, it seemed like a relatively similar amount of effort resulted in much less mileage. Either the counter on the first bike went up too fast, or the other was too slow. Who knows though. The RPMs and estimated calories burned were roughly equivalent for the last two bike sessions and it definitely felt like similar amounts of work.

I know ED was on track for a 10 in push-ups but died on round 7... I was going for 8, but died in the last round.

Thursday, September 27, 2007

Fat profiles of cooking oils

Ran out of olive oil today, and before downing some canola oil (2 tbsp ~240 calories), I found a couple of nice charts illustrating the fat profiles of lots of cooking oils:

Includes some more exotic oils:
A different view in terms of absolute value:

To the future:
A very informative post on cooking oils here.

Monday, August 27, 2007

CFT

Came back to the CFT today, improvements all around compared to the last time we did it.

Crossfit Total, 3 max attempts each of:
shoulder press
back squat
deadlift

Here are our scores:



Rippetoe and Kilgores' standards can be found here and CrossFit North's Athletic Standards can be found here.

Monday, July 2, 2007

Never again

Warm-up:
10-5-5-5-5 overhead squat (45,65,85,95)

WOD from 062707

3 rounds for time:
50 thrusters (45# bar)
35 pullups

35:50

Heart rate at 204 BPM at the end of last set of thrusters (apparently I still have β-adrenergic receptors on my heart despite my age). Forced to use Gravitron due to total muscular failure (aka pussyarms). Everything hurts.

Should only be done in groups.Source: Higginbotham et al., 1986

Wednesday, June 20, 2007

Metcon, try number 2

Warmup:
2x situps, good mornings

Ten rounds for time of:
15 reps deadlift (135#)
15 reps pushups

total - 18:25
1:12 1:22 1:22 1:43 1:59 2:08 2:04 2:14 2:13 2:09

Demonstrated on Crossfit 070527, suggested by Brian (albeit with a wicked grin).

This one got the heart rate going good. I actually started breaking up the pushups before the DLs, probably around round 4. Started having to break the DLs due to grip, usually 10-5 or 8-7. One caveat is I tried not to bounce the bar, so I was skimming the ground - next time, may try to find pads for the weights, etc.

Did this to compensate for my miserable showing on Monday's 5 round, 95# extravaganza. Haven't tried this one before, but it's a good solid burner.