Activity trackers … beyond just us fitness geeks


This video is how I see exercise data in oncology.  Of all the training I’ve done, which I recorded but which no one else did, and of all my data sitting in Garmin, Moves, RunKeeper, Moov, and MiFitLife databases, not one byte of it is in my EHR (Electronic Health Record).  However, during my stay in a hospital isolation ward for my allogeneic stem cell transplantation (donor HSCT) my bowel movements were recorded and entered into my EHR.  Exercise affects gut microbiota (bacteria) and immune function (1), and diversity of gut microbiota correlates to improved survival from a donor HSCT (2).  Did the exercise I did prior to and throughout my stem cell transplantation preserve my gut microbes, affecting my immune system, which helped me breeze through stem cell transplantation?  Who knows?  But since the data for all this exists, it sure would be nice if it were gathered together in the same place (EHR) in order for me and other patients to find out.

At home, my treadmill is Bluetooth compatible, but none of the workout miles I’ve done on it are in my EHR either.

Outside, sigh … you get the picture.  Fitbit, Nike, Jawbone, Garmin, or ‘fitness this’ and ‘fitness that’ app/device, please do not spend one more dime on another advertisement touting your latest model or bells and whistles.  Instead, hire more (or better) IT people proficient in medical coding/HIT, exercise science, and data interoperability, and free our data from your proprietary databases so that it can be used, if we agree, within EHRs for research.  Looking at a graph of the last few months of my training does not benefit others, no matter how inspiring some may think my training to be.  We are losing too many people like Laurie Becklund, and activity tracker data on us may be significant toward improving survival from cancer.  Exercise decreases cancer metastasis, in mice studies anyway (3, 4, 5).  Is the data right at our wrists for metastatic significance in humans?

ResearchKit, can data flow back into subjects’ EHRs?  Exercise researchers, how much of the study data generated from subjects goes back to them so that it can enter their EHR?  EHR vendors, do your patient portals even accommodate exercise data should it become useable?  National Coalition for Cancer Survivorship, can we improve the Journey Forward, Survivorship Care Plan tool’s small section on exercise and populate it with valid activity tracker data similarly to how it is populated with cancer registry data?

This is not rocket science, neither is it a billion dollars in new drug development that marginally improves survival for a few months, this is already here, we just have to capture it in ways that can actually be used to save lives.

There’s a lot of interest in tracking physical activity, ranging from simple weight loss tools to more high-tech gadgets for mountain climbing or ultra-endurance events.  Altitude, distance, speed, calories, heart rate, steps, type of activity, intensity, and even time spent sitting, are just some of the variables being recorded.  Smartphone ‘apps’, watches/bands, heart rate straps, pocket/clip-on devices, ear buds, and web-based diaries are able to collect these variables.  However, few of these devices, including ‘apps’, have been validated – scientifically tested for accuracy against a criterion (standard).  This is important if we want to use consumer fitness data (Patient-Generated Health Data – PGHD) for more than just personal curiosity, which typically wanes after a few months.  If you haven’t validated your device, do it.  If you fear the results, then improve your product so that it accurately records valid fitness measures.

For exercise-oncology research, and exercise research in general, in many ways PGHD from validated activity trackers can be more accurate than Patient Reported Outcomes from validated questionnaires.  Either way, data comes from patients, but some fitness trackers are as accurate as the criterion (6).  This I like because it will require other fitness trackers to improve accuracy.  Developers unwilling to validate and improve their device will be relegated to the Big Data sidelines, if they survive at all.  Regardless of how sophisticated and proprietary a devices sensors are, most end measures will be the same as from other devices – energy expenditure – kcal, estimated VO2, METs.  No longer should an app be able to use a metabolic equation inaccurately and have their data be relevant.

Validated activity trackers have the potential to expand physical activity related observational research to every Electronic Health Record (EHR) – this is a big number, over a billion, which is much larger than the fitness geek marketplace.  For small population cancer types, which get little, or no, exercise research due to their inability to recruit enough patients from single or multiple healthcare facilities, this could do wonders for statistical power.  Might we find similar benefits for exercise among other cancer types as have been found in brain, breast, colorectal, and prostate cancers?  Will we discover more information about intensity, duration, frequency, and type of exercise regarding proximity to diagnosis and treatment?

For cancer patients, having our physical activity automatically tracked, medically coded, encrypted, summarized, and made available for upload into our EHRs, this may be the least invasive thing involving our body, and with the lowest cost per survival outcome.


1. The microbiota: an exercise immunology perspective. Bermon, S., et al.  Exercise Immunology Review  2015;21:70-9.

2. The effects of intestinal tract bacterial diversity on mortality following allogeneic hematopoietic stem cell transplantation. Taur, Y., el al.  Blood, 14 August 2014 x Volume 124, Number 7.

3. Effects and potential mechanisms of exercise training on cancer progression: A translational perspective.  Allison S. Betoff, Mark W. Dewhirst, Lee W. Jones. Brain, Behavior, and Immunity 2013 Mar;30 Suppl:S75-87.

4. Exercise modulation of the hosttumor interaction in an orthotopic model of murine prostate cancer.  Jones, LW., et al. J Appl Physiol (1985). Jul 15, 2012; 113(2): 263–272.

5. Exercise modulation of the host-tumor interaction in an orthotopic model of murine prostate cancer.  Jones, LW., et al.  J Appl Physiol 113: 263–272, 2012.

6. Earbud-based sensor for the assessment of energy expenditure, HR, and VO2max.  Lebouf, SF., et al. Med Sci Sports Exerc 2014;46(5):1046-52.

A little exercise for me, a lot for you?


bikes,vintage  Cycling on twilight time

I often read stories about cancer patient’s (survivor, warrior, thriver, whatever we want to be called) physical accomplishments before, during, or after treatments – marathons, triathlons, ultras, century rides – all impressive stuff, even outside the realm of cancer.  The accomplishments seem understandable too, since exercise has been found to:

  • Improve survival in breast (1) and colorectal cancers by 50% (2).
    • Brisk walking of 2 1/2 hours per week produced the breast cancer results, but more vigorous exercise of 6 hours per week was needed for colon cancer;
  • Other researchers found moderate intensity physical activity to reduce risk of death from all causes by 60% among breast cancer patients (5);
  • and, cancer specific mortality from brain (4),andhigh grade, advanced, or fatal prostate cancers (3), were also reduced 43% and 70% respectively.
    • running 7.5 to 15.5 miles per week or walking briskly 12 to 23 miles per week for the brain cancer results, and 3 hours per week of vigorous exercise for prostate cancer.

Interestingly, more exercise did not reduce risk any further in the breast (1) or brain cancer studies.  However, for their results, the brain cancer subjects had to exceed the recommended physical activity levels (6) of 150 minutes of moderate intensity exercise per week.  Walking was also as good as running in the brain cancer study, subjects just had to walk farther.

What does this all mean for those of us affected by cancer?  Well, for the cancers mentioned above, if you’re not moving at the levels showing significance, perhaps it is time to get clearance from your physician, and start.  Practically, make exercise or physical activity a part of your weekly schedule.  It is easy to fill up your calendar with other things and people but forget to plan you into your week. Take a good look at your week, find days and times that work best to accomplish what you want, then write you into those time slots, and keep the appointment.  Book others to meet with you if needed, guilt can be the right motivator sometimes.

African American Family Parents and Children Cycling  Walking_2

Hypothetically, what if completing an Ironman Triathlon improved survival by 80%, would cancer patients, the majority of whom are sedentary, start training?  I wouldn’t be surprised if many did, determination can be great when faced with a cancer diagnosis.  However, even if willing to simply change their lifestyle, or intensely train for an Ironman, are we already hindering patients’ ability to do so by not pre-habilitating (8) them for the insult some treatments inflict on the body?  If most cancer patients do not already like to exercise, how are we ever going to convince them to start if we let their physical function decline further prior to or during the treatment process?

For those of us already in the exercise choir, and for cancer types other than those listed above, how much exercise is enough, and what may warrant caution (9) or be too much?  Unfortunately, most fitness stories remain just that, stories, unless we happen to be in a study, because, until physical activity is routinely recorded in oncology we will never know to what extent many physical accomplishments affect cancer survivorship (the ‘survivorship beginning at diagnosis’ definition).  Most of us in the cancer exercise choir, myself included, are just figuring it out as we go along, sometimes overdoing it (7), or maybe we’re not doing enough, and we share what we’ve learned with others.  Ironically, in spite of all the data we generate when training with our consumer fitness tools, there still isn’t the right statistical data to guide many of us.

senior man exercising in wellness club

Missing data …

A physical activity profile (using a short, scientifically validated, questionnaire) is not routinely recorded when extracting biopsy tissue from patients.  Is there evidence in tissue samples that could correlate physical activity to cancer treatment response rates and survival?  How are tissue samples different, if at all, between those who exercise versus those who don’t?  If different, can the differences be exploited to improve cancer treatment outcomes or to develop new drugs?  Exercise and physical activity are positively affecting survival for those cancers listed above, but how is this happening?  What are the physiological mechanisms, and are we overlooking routine biopsies as sources of evidence?  Exercise physiologists sometimes pay study volunteers and take muscle biopsy samples to find out what exercise did.  In oncology, other than pathology, how much thought is given to our biopsy samples, which patients pay for, and exorbitantly too?

I wouldn’t limit recording patients’ physical activity to biopsies only, we should be updating fitness profiles at diagnosis, first treatment, scans, and subsequent healthcare visits too.  The studies mentioned above were observational ones done over a number of years, some only assessing physical activity every two years (1,3), which doesn’t allow for teasing out information in the weeks specifically surrounding a cancer diagnosis or treatment.  Some physical activity questionnaires have gone electronic, but collecting data using paper forms, interviews, and calls to subjects is still done.  In today’s electronic world this sounds archaic, but this is how the best observational evidence has been obtained so far.Exercising on gym bikes.

Or … data to nowhere

With all the new consumer fitness products available we are still unable to get much of the data they generate into our electronic health records (EHRs).  My Garmin data, Moves data, and the information I type into my training and treatment log, all just sit there in electronic form somewhere in cyberspace.  My information cannot be pooled with the fitness data from others to search for statistical significance.  You can be sure the consumer fitness developers know a lot of things about me, but the products they have developed are generating data that goes nowhere – lots of data rather than ‘Big Data’ – my cancer and fitness story has no statistical power even though plenty of Information Technology (IT) is attached to it.

Recent announcements regarding consumer fitness and IT may change this and move us closer to continuously updated physical activity profiles by using data automatically uploaded through privacy ensured patient portals (EPIC’s ‘MyChart’ would be a good example).  Physical activity information could then be accessible when needed by clinicians from EHRs, and more importantly, tied to pathology, treatment, and other information within EHRs.  Apple’s collaboration with The Mayo Clinic, Nike, and the prominent EHR system, EPIC, appears to be headed in this direction.  However, without the broad use of internationally standardized exercise and physical activity codes for the common measures most exercise stakeholders are recording – steps, calories, heart rate, etc. – integrating the fitness data into EHRs will remain problematic.  Medicine wants valid standardized data and evidence before they will change clinical practice.  Our fitness stories, with isolated data on only one person, will not change clinical practice.

There is interest among cancer patients in allowing their data to be shared for research purposes, 87% reporting a willingness to do so (10) as long as privacy was adequately addressed.  How many of them have stories on the extreme ends of the physical activity spectrum and how is cancer survivorship going for them out there?  Fitness stories may motivate or guide others, but we also need statistical significance in order to impact clinical practice.

Swimming competition  Young Couple Jogging in Park



1.  Holmes MD, et al., Physical activity and survival after breast cancer diagnosis. JAMA. 2005;393:2479-86.

2.  Meyerhardt JA, et al., Impact of physical activity on cancer recurrence and survival in patients with stage III colon cancer: findings from CALGB 89803.  J. Clin Oncol. 2006: 24:3535-41.

3.  Giovannucci EL, et al., A prospective study of physical activity and incident and fatal prostate cancer.  Arch. Intern. Med.  2005:165:1005-10.

4.  Williams PT, Reduced risk of brain cancer mortality from walking and running. Med. Sci. Sports Exerc. 2014 May;46(5):927-32.

5.  Irwin ML, et al., Influence of pre and postdiagnosis physical activity on mortality in breast cancer survivors: the health, eating, activity, and lifestyle study.  J. Clin. Oncol. 2008:26:3958-64.

6.  Schmitz K.H, et al., American College of Sports Medicine Roundtable on Exercise Guidelines for Cancer Survivors. Med Sci Sports Exerc. 2010 Jul;42(7):1409-26.

7.  Kano S, et al., [A case with myositis as a manifestation of chronic graft-vs-host-disease (GVHD) with severe muscle swelling developed after aggressive muscular exercise.] Rinsho Shinkeigaku. 2003 Mar;43(3):93-7.

8.  Julie K. Silver, MD and Jennifer Baima, M.D.  Cancer Prehabilitation: An opportunity to Decrease Treatment-Related Morbidity, Increase Cancer Treatment Options, and Improve Physical and Psychological Health Outcomes. Am J Phys Med Rehabil. 2013 Aug;92(8):715-27.

9.  Stan, D, et al., Pilates for Breast Cancer Survivors: Impact of Physical Parameters and Quality of Life After Mastectomy. Clinical Journal of Oncology Nursing. Volume 16, Number 2; pp:131-141.

10. Rechis, R, et al., The Promise of Electronic Health Information Exchange: A LIVESTONG Report.



The Future of Medicine Is in your Smartphone.  Eric J. Topol, MD.  The Wall Street Journal, 1/9/2015.

‘Bro-marrow’ lesson #1: Don’t kill the donor!


The text from the transplant coordinator read  ‘Congratulations, your brother is a match!’  Oddly, this puzzled me, which probably reflects the altered mental state a cancer diagnosis can put you in, and I ever so briefly entertained the thought that she might be joking.  Then it dawned on me, this was real, and this was great news!  Next I thought of how relieved my stressed-out wife would be and of how the coordinator must welcome sending a message like that.

My older brother was the first potential donor that we tested for my stem cell transplant.  I felt lucky, the chances of curing my complex lymphomas just went up.  Even though we are different in many ways, other than a twin, he was an excellent match.

Two weeks before the scheduled transplant he flew out to stay with us.  The flight was another source of altered mental state concern.  If he catches something from another passenger will the transplant be delayed?  Should he wear a mask?  Tell him to take hand sanitizer with him. What if the plane crashes?  Should we drive him out?  Which is safer, driving or flying?  That close to a cure, stressing the little things became a hobby if not a necessity.  However, upon his arrival I had a different plan of action, physical action.

I had just read some research finding that donors that exercised improved the stress resistance of their stem cells, and that increased the survival of the recipient by three fold.  Even though the study was in mice, my brother was going to start exercising, I’d put him on a treadmill and feed him cheese if necessary.

Luckily for him I had a Garmin GPS watch with a heart rate monitor that he could wear.  As if giving his stem cells wasn’t enough, each day he uploaded his ‘training’ into my Garmin online account, which I could access via my iPad from my hospital room on the transplant isolation ward where I was for eight days while they wiped out my bone marrow.

My altered mental state kicked into high gear a few days before transplant when my wife called saying that she was headed out to search for my brother.  He had called asking her to come get him from his walk and he seemed disoriented.  Oh no, had all the walking given him a heart attack?  What was wrong?  Was he ok?  Was he going to make it?  His stem cells, was the transplant in jeopardy?  My marrow was already being wiped out, was there a contingency plan?

Fortunately, his disorientation was only geographically related and not a medical issue.  He had started his walk late in the day and it had gotten dark which hid the landmarks that he’d recently become accustom to.  Scare over but lesson learned.  From the Garmin online data I saw that just strolling around our town’s neighborhoods for an hour a day was in his heart rate training zone.  So I asked him to just keep his walks leisurely, to enjoy himself, and to walk in the mornings!  He ended up walking 12 of the 14 days prior to donating his stem cells, more than 6 miles on one of those days.

For a brief time I’d thought that my zeal to improve the chances of a successful transplant may have killed my brother, but he was doing it all to save me.



Exercise and Hematopoietic Stem and Progenitor Cells: Protection, Quantity, and Function.  Michael De Lisio and Gianni Parise. Exerc. Sport Sci. Rev., Vol. 41, No. 2, pp. 116-122, 2013.

a unique record of my donor’s exercise prior to harvesting his stem cells