Over the years I have read with interest the weight training literature in regards to blood flow restricted techniques (otherwise known as kaatsu) and lower load lifting without restricting cuffs.
Instead of using compression cuffs to impede blood flow, many investigators use low load training, (for example an exercise workout would consist of about 40% of the 1 rep max, 10-15 reps over 30 seconds, rest 30 seconds and repeat for 4 sets total).
The idea behind the above, is to create muscle ischemia by using the muscle itself as the “tourniquet” thereby limiting blood flow instead of using pressure cuffs on the limbs. The force of the "muscle squeeze" can be sufficient to limit blood flow. The advantages to this way include: being able to train central muscles not able to be cuffed, safety, less obtrusive looking in public and avoiding costly cuff regulating equipment.
The problem however is that one really does not know for sure if you are achieving reasonable muscle ischemia with the weight lifted, as well as the effects of time under tension, range of motion, rest/work intervals chosen. In other words, we don't really know the actual muscle oxygen saturation levels as the exercise is taking place. Studies have shown that the perception of fatigue is not always related to muscle O2, (if at all) so the "no pain no gain" approach is not valid.
Many of the studies done use the concept of a proportion of the one rep maximum as a lifting target. What should you lift if you don’t know your 1 RM? Is that concept truly valid? Perhaps one can get good results with 20% of the 1 RM, or maybe you actually need 50%.
Depending on your injury, ability, innate strength it is really hard to know.
An interesting solution utilizes a portable, inexpensive muscle oxygen sensor to guide the fine tuning and application of the above concepts. Low cost muscle oxygen sensors are now available that will transmit to many activity watches/smartphones. My goal in this post is to get a user up and running with this and go through a typical strength training session. In future posts I hope to go through various aspects of basic science, sports physiology in regards to this technology and how it may help with optimal physical training and performance. I will also explore endurance sports, especially cycling which is another interest of mine. But, In my opinion (thus far), the use of this tech in improving your cycling ability is probably limited at best.
The main practical application is in strength training and rehab of injuries where the subject just can’t conventionally train (greater than 70% 1 RM).
The gear:
There are 2 sensors on the market that are mobile units, small and reasonably priced. The Moxy sensor and BSX Insight. I have the BSX, reason being it’s a bit smaller, flatter and cheaper than the Moxy. The Moxy has better software and support. Both transmit Ant+ (a form of bluetooth) that can be read by many Samsung/Sony android phones as well as Garmin watches (check specs before buying). The BSX needs to be started via your smartphone, but once it’s transmitting, you do not need the phone and/or can kill the phone app. You will need to pair the unit with your device and use software to record the data. Garmin watches running the Moxy Run software app will record and upload the data for you to Garmin’s site. If you are using an android smartphone, Ipbike will pair and record the data as well. The data file can then be looked at by software (Golden Cheetah) or uploaded to a 3rd party (Cyclinganalytics.com) which supports the O2 and total hemoglobin data fields.
My initial setup was:
BSX (about 250$)
Android phone to start the unit (already had one)
Garmin Forerunner 230 (about 180$)
Compression garment (variable $)
I use both Garmin Connect and Cycling Analytics to view the data.
Note: make sure you follow the directions to update the BSX firmware if asked when you set it up. Details are at their website.
How to place and use the sensor:
This is a major issue as poor placement, loose sensor contact will give erroneous results. I initially tried tape, various stretch wraps but finally settled on tight compression garments as the preferred method. Yes, one could use tape/ stretch wrap to put the sensor on the bicep for example. But what happens when you switch machines and want a placement elsewhere on the arm. Even worse, the lats, chest, abdominal areas are not that easy to get a good tight contact with tape. Using Skins compression longsleeves shirts (or tights on the legs) one can get stable placement and still easily move the sensor around when needed. The other thing needed is reasonable light shielding to the sensor. The sensor tech uses light to measure the oxygenated hemoglobin, bright light washes out the led pulses. Make sure the compression garment is black. If you are outside, you may even need another black layer (Skins black tights under black bike shorts work fine in the Florida sun). Indoors, only the black outer layer should be sufficient.
Comparing muscle O2 desaturation in training:
In a moment we will look at a couple of strength exercises effects on oxygen saturation, as well as total hemoglobin. But a couple of thoughts. There has been a quite a bit study data showing that sensor location placement on the muscle can give very different patterns and degrees of desaturation. So if you are comparing routines (for example: is a shorter rest between sets helpful, or lighter loads able to desaturate) on different days, the placement may not be identical. My advice is to do your comparisons without moving the sensor off the muscle. If you are just monitoring your status/workout, then a bit of variation in O2 sat is not going to matter much.
Another thought relates to the degree of desaturation measured. These devices are calibrated to a certain skin thickness, muscle depth. So an area of less thickness (biceps) may read much differently but it does not necessarily mean you are getting a different desaturation. Also some muscles may just not desat as much as others for various physiological reasons. Lastly, depending on the exercise, the main target muscle group will desat more than a secondary target. A good example (for me) is the row: my biceps don’t desat nearly as well as the lats with a low load. But at high loads (5 RM) both desat well. This information can be used to help in adding training routines to the muscles that used to desat well with conventional weights but not so well with low load.
Lastly I do want to add that most if not all studies show that conventional strength training(whether undulating or classic periodization) is still the way to go for peak results. If you are nursing an injury, lower loads may not only maintain what you have acquired but help repair your injury (future post).
Much can be written about studies looking at the hormonal changes induced by resistance exercise.
Since the theme here will be aiming for good tissue oxygen desaturation, let me at least show a bit of data supporting that approach.
A older study was done looking at conventional training (4 reps x 4 sets of 90% 1RM) vs low load (15 reps x 4 sets of 60% 1RM), with 3 min rest between sets.
Testosterone and growth hormone elevations were stimulated better in the lower load group and appeared to be related to deoxygenation kinetics.
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)
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)
Much can be written about studies looking at the hormonal changes induced by resistance exercise.
Since the theme here will be aiming for good tissue oxygen desaturation, let me at least show a bit of data supporting that approach.
A older study was done looking at conventional training (4 reps x 4 sets of 90% 1RM) vs low load (15 reps x 4 sets of 60% 1RM), with 3 min rest between sets.
Testosterone and growth hormone elevations were stimulated better in the lower load group and appeared to be related to deoxygenation kinetics.
A practical example:
Proof of concept: Can we get reasonable desat with lower loads on a targeted muscle?
Sensor placement is on my latissimus dorsi, and we are looking at muscle oxygen, total hemoglobin on two different days. On the first day, I kept the sensor in the same place and did 3 sets of Pulldowns. The first set was 8 reps (8 RM load), then 10 reps (10 RM load) and lastly the low load slow technique (40% 1 RM--about 1/2 of the 8 RM load- 7 reps over 45 sec).
8 reps 10 reps low load set
8 reps 10 reps low load set
As you can see the O2 drops are better with the heavier weights, but not by much. In addition, the area under the curve is probably better with the low load since the set lasts longer. The total hemoglobin is suppressed more with the heavy load as well, but the low load does have some restriction. One project is to get better hemoglobin suppression by perhaps restricted range of motion to maximize the muscle pump activity (future post) and prevent blood in flow.
Now a look at 3 sets of low load (different day so the O2 may be a bit different) on the same muscle:
Low load low load low load
Low load low load low load
My currently used protocol consists of 3 sets, about 40% 1 RM, 45 secs each set, about 7 reps then rest 30-45 secs. I have been looking at shorter/longer rests, fast vs slow motion, range of motion and the above will give you a good result, but I suspect it can be fine tuned further on an individual basis (one reason not to do this type of workout by a “formula”). In addition, it’s possible that one person may show different patterns of response and do better with an altered protocol.
An example how little weight is needed with certain muscle groups with proper targeting.
The sensor was on my bicep, the first 3 sets are with 23 lbs, 45 seconds on then 45 second rest x 3 sets, immediately followed by just 13 lbs (to see if the desat was still present) and a last control set back to 23 lbs.
23 lbs 23 lbs 23 lbs 12 lbs 23 lbs
In comparison, here is the sensor also on the bicep, but doing a row (I picked the row because it has a large discrepancy with muscle activation on the lats vs biceps) at a heavy load- 5 RM:
So no problem with O2 desat with a much heavier load (and a very short time under tension)and good total hemoglobin reduction (muscle squeeze). There is certainly nothing wrong with doing the heavier weight, but if you are injured/rehabbing, one can "make do" with a light load targeted properly.
But targeting is definitely an issue with lower loads:
Here is the same row machine as above, sensor location also on bicep, but using the light weight protocol:
Poor desat on the biceps with the light load (but would have worked fine using a simple bicep curl at very light weight). Note also the minimal changes in the total hemoglobin (red) tracing, indicating minimal "squeeze" of the muscle restricting blood flow.
An example how little weight is needed with certain muscle groups with proper targeting.
The sensor was on my bicep, the first 3 sets are with 23 lbs, 45 seconds on then 45 second rest x 3 sets, immediately followed by just 13 lbs (to see if the desat was still present) and a last control set back to 23 lbs.
23 lbs 23 lbs 23 lbs 12 lbs 23 lbs
In comparison, here is the sensor also on the bicep, but doing a row (I picked the row because it has a large discrepancy with muscle activation on the lats vs biceps) at a heavy load- 5 RM:
So no problem with O2 desat with a much heavier load (and a very short time under tension)and good total hemoglobin reduction (muscle squeeze). There is certainly nothing wrong with doing the heavier weight, but if you are injured/rehabbing, one can "make do" with a light load targeted properly.
But targeting is definitely an issue with lower loads:
Here is the same row machine as above, sensor location also on bicep, but using the light weight protocol:
Poor desat on the biceps with the light load (but would have worked fine using a simple bicep curl at very light weight). Note also the minimal changes in the total hemoglobin (red) tracing, indicating minimal "squeeze" of the muscle restricting blood flow.
- Bottom line-be careful where you measure and how you train. A non targeted muscle may have great desat at high loads but will be "neglected" at low ones. You may need to do extra sets on the less targeted exercise (like the simple curl) to compensate for less spill over when you can't hit the higher weights.
Take away points:
- Abundant study data indicates that low load resistance training will give good results for muscle mass and strength gains.
- However low load training is not superior to conventional training in regards to the above.
- Low load training is aimed at individuals who are unable to lift high loads because of injury, joint disease, surgery post op, age related weakening of connective tissue or perhaps as a variation of periodization protocols.
- Using a muscle oxygen sensor may help guide low load training for the most optimal results.
- Knowing the quirks and limitations of the sensor tech is important.
- In the following pages, real life examples will be reviewed to explore this in more detail...
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A disclaimer. This is not meant to be medical advice, a substitute for physical therapy but a series of concepts and examples of what can be done.
About:
The author is a fitness enthusiast with an M.D. degree and 20 years of both strength training and cycling experience.
About:
The author is a fitness enthusiast with an M.D. degree and 20 years of both strength training and cycling experience.
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