| Literature DB >> 35442450 |
Alyssa Phelps1, Michael L Alosco1,2, Zachary Baucom3, Kaitlin Hartlage4, Joseph N Palmisano1,4, Jennifer Weuve5, Jesse Mez1,2, Yorghos Tripodis1,3, Robert A Stern1,2,6,7.
Abstract
Importance: Exposure to repetitive head impacts from playing American football (including impacts resulting in symptomatic concussions and subconcussive trauma) is associated with increased risk for later-life health problems, including cognitive and neuropsychiatric decline and neurodegenerative disease. Most research on long-term health consequences of playing football has focused on former professional athletes, with limited studies of former college players.Entities:
Mesh:
Year: 2022 PMID: 35442450 PMCID: PMC9021915 DOI: 10.1001/jamanetworkopen.2022.8775
Source DB: PubMed Journal: JAMA Netw Open ISSN: 2574-3805
Demographics of the University of Notre Dame and HRS Samples
| Characteristic | Notre Dame (n = 216) | HRS (n = 638) | FDR-adjusted | |
|---|---|---|---|---|
| Age, median (IQR), y | 67 (63-70) | 66 (63-70) | .52 | .86 |
| Race | ||||
| African American or Black | 12 (6) | NA | NA | NA |
| White | 200 (93) | 585 (92) | .67 | .86 |
| Multiracial | 1 (1) | NA | NA | NA |
| Declined to answer | 3 (1) | NA | NA | NA |
| Education, y | ||||
| 16 | 89 (41) | 318 (50) | .03 | .17 |
| ≥17 | 127 (59) | 320 (50) | ||
| Highest level of education | ||||
| Bachelor’s degree | 113 (52) | NA | NA | NA |
| Master’s degree | 51 (24) | NA | NA | NA |
| Doctoral or professional degree | 52 (24) | NA | NA | NA |
| Married or domestic partnership | 180 (84) | 532 (83) | .89 | .86 |
| Employment status | ||||
| Full-time or part-time | 123 (57) | 370 (58) | .86 | .86 |
| Retired | 89 (41) | 259 (41) | ||
| Disabled | 4 (2) | 9 (1) | ||
| Living situation | ||||
| Homeowner | 200 (93) | 602 (94) | .57 | .89 |
| Renter | 10 (4.6) | 20 (3.1) | ||
| Other | 6 (2.8) | 16 (2.5) | ||
| Senior year BMI, median (IQR) | 27.7 (25.8-29.5) | NA | NA | NA |
| Position played | ||||
| Lineman or linebacker | 115 (53) | NA | NA | NA |
| Back or receiver | 83 (38) | NA | NA | NA |
| Quarterback | 9 (4) | NA | NA | NA |
| Kicker | 9 (4) | NA | NA | NA |
| Professional football experience | 33 (15) | NA | NA | NA |
Abbreviations: BMI, body mass index (calculated as weight in kilograms divided by height in meters squared); FDR, false discovery rate; HRS, Health and Retirement Study; NA, not available.
The χ2 test of independence and Fisher exact test were performed. Data are presented as number (percentage) of individuals unless otherwise indicated.
Data reported for living Notre Dame players who completed the survey.
False discovery rate correction for multiple testing.
Because the number of participants was small, propensity score matching could not include the specific data for the group.
One individual in the Notre Dame sample identified as Hispanic White.
Lineman or linebacker and back or receiver groups include both offensive and defensive positions.
Health Outcomes in the University of Notre Dame and HRS Samples
| Health outcome | Notre Dame (n = 216) | HRS (n = 638) | FDR-adjusted | |
|---|---|---|---|---|
| Neurological disorders | ||||
| Cognitive impairment diagnosis | 10 (5) | 8 (1) | .01 | .02 |
| Parkinson disease | 1 (1) | |||
| Recurrent headaches | 22 (10) | 22 (4) | <.001 | .001 |
| Vascular conditions | ||||
| Cardiovascular disease | 70 (33) | 128 (20) | <.001 | .001 |
| Heart attack history | 11 (5) | NA | NA | NA |
| Abnormal heart rhythm | 44 (21) | NA | NA | NA |
| Artery blockage | 33 (15) | NA | NA | NA |
| Valve problem | 9 (4) | NA | NA | NA |
| Heart failure | 7 (3) | NA | NA | NA |
| Heart surgery | 30 (14) | NA | NA | NA |
| Cardiovascular risk factors | 150 (70) | 429 (68) | .49 | .60 |
| High blood pressure | 102 (48) | 340 (54) | .13 | .24 |
| High cholesterol level | 111 (52) | 182 (29) | .001 | <.001 |
| Diabetes | 24 (11) | 146 (23) | <.001 | .001 |
| Stroke | 6 (3) | 31 (5) | .27 | .36 |
| Psychiatric diagnosis | ||||
| Any | 35 (17) | 112 (18) | .87 | .92 |
| Depression | 30 (14) | 94 (15) | .92 | .92 |
| Anxiety | 17 (8) | NA | NA | NA |
| Bipolar disorder | 1 (1) | NA | NA | NA |
| Psychosis or schizophrenia | 0 | NA | NA | NA |
| Neurodevelopmental diagnosis | ||||
| ADHD | 6 (3) | NA | NA | NA |
| Dyslexia | 5 (2) | NA | NA | NA |
| Sleep disorders | ||||
| Sleep apnea | 58 (27) | 124 (19) | .03 | .06 |
| Restless leg syndrome | 2 (1) | NA | NA | NA |
| REM sleep behavior disorder | 5 (2) | NA | NA | NA |
| Orthopedic | ||||
| Joint replacement | 73 (34) | NA | NA | NA |
| Back surgery | 24 (11) | NA | NA | NA |
| Other orthopedic surgery | 127 (60) | NA | NA | NA |
| Other medical | ||||
| Cancer | 35 (17) | 83 (13) | .16 | .26 |
| Lung condition | 17 (8) | 27 (4) | .06 | .11 |
| Liver disease | 8 (4) | NA | NA | NA |
| Kidney disease | 12 (6) | NA | NA | NA |
| Gastrointestinal disorder | 28 (13) | NA | NA | NA |
| Eye disorder | 47 (22) | NA | NA | NA |
| Thyroid condition | 27 (13) | NA | NA | NA |
| Low testosterone | 15 (7) | NA | NA | NA |
| Alcohol use | ||||
| Any | 185 (86) | 489 (77) | .01 | .02 |
| Frequency among users | ||||
| ≤1 time/mo | 25 (14) | 82 (17) | .57 | .65 |
| 2-4 times/mo | 45 (24) | 114 (23) | ||
| 2-3 times/wk | 55 (30) | 124 (25) | ||
| ≥4 times/wk | 60 (32) | 167 (34) | ||
| Drinks, No. | ||||
| 1 or 2 | 137 (74) | 324 (80) | .24 | .35 |
| 3 or 4 | 40 (22) | 65 (16) | ||
| ≥5 | 7 (4) | 14 (4) | ||
| Drug use | ||||
| Illicit drug use | 104 (49) | NA | NA | NA |
| Prescription drug abuse | 11 (5) | NA | NA | NA |
| Performance-enhancing drugs | 10 (5) | NA | NA | NA |
| Satisfaction with life score, median (IQR) | 30 (26-33) | NA | NA | NA |
Abbreviations: ADHD, attention-deficit/hyperactivity disorder; FDR, false discovery rate; HRS, Health and Retirement Study; NA, not available; REM, rapid eye movement.
The χ2 test of independence and Fisher exact test were performed. Data are presented as number (percentage) of individuals unless otherwise indicated. Specific wording of questions is provided in eTable 1 in the Supplement.
Data reported for living Notre Dame players who completed the survey.
False discovery rate correction for multiple testing.
Does not include nonmelanoma skin cancer.
Based on the Satisfaction with Life Scale (scores range from 5 to 35, with higher scores indicating greater satisfaction).[43]
Standardized Mortality Ratios in the Overall Cohort of 447 Former University of Notre Dame Football Players
| Cause of death | Players, No. | SMR (95% CI) |
|---|---|---|
| All causes | 76 | 0.54 (0.42-0.67) |
| Cancer | ||
| All | 24 | 0.68 (0.43-1.01) |
| Buccal and pharynx | 2 | 1.91 (0.23-6.91) |
| Digestive and peritoneum | 7 | 0.65 (0.26-1.34) |
| Respiratory | 3 | 0.26 (0.05-0.77) |
| Male genital organs | 1 | 0.51 (0.01-2.84) |
| Urinary | 1 | 0.58 (0.01-3.24) |
| Melanoma | 2 | 3.48 (0.42-12.58) |
| Mesothelioma | 1 | 7.66 (0.19-42.70) |
| Brain and other nervous system | 4 | 3.82 (1.04-9.77) |
| Other and unspecified | 0 | 0.00 (0.00-1.40) |
| Lymphatic and hematopoietic | 3 | 0.89 (0.18-2.60) |
| Diseases of blood and blood-forming organs | 0 | 0.00 (0.00-5.88) |
| Diabetes | 2 | 0.42 (0.05-1.53) |
| Mental, psychoneurotic, and personality disorders | 1 | 0.35 (0.01-1.93) |
| Diseases of the nervous system and sense organs | ||
| All | 4 | 1.46 (0.40-3.74) |
| Neurodegenerative causes | 3 | 1.42 (0.29-4.18) |
| Alzheimer disease | 0 | 0.00 (0.00-3.94) |
| Amyotrophic lateral sclerosis | 2 | 2.93 (0.36-10.59) |
| Parkinson disease | 1 | 2.07 (0.05-11.55) |
| Other diseases of the nervous system and sense organs | 1 | 0.64 (0.04-8.70) |
| Diseases of the heart | 20 | 0.64 (0.39-0.99) |
| Other diseases of the circulatory system | 2 | 0.23 (0.03-0.83) |
| Diseases of the respiratory system | 1 | 0.13 (0.00-0.70) |
| Diseases of the digestive system | 1 | 0.13 (0.00-0.74) |
| Diseases of musculoskeletal and connective tissue | 0 | 0.00 (0.00-8.43) |
| Diseases of the genitourinary system | 0 | 0.00 (0.00-1.40) |
| Symptoms and ill-defined conditions | 0 | 0.00 (0.00-1.69) |
| Transportation injuries | 2 | 0.30 (0.04-1.08) |
| Other injuries | ||
| All | 2 | 0.32 (0.04-1.16) |
| Drowning | 1 | 1.47 (0.04-8.17) |
| Accidental poisoning | 1 | 0.43 (0.01-2.38) |
| Violence | ||
| All | 1 | 0.10 (0.00-0.58) |
| Intentional self-harm | 1 | 0.24 (0.01-1.31) |
| Assault and homicide | 0 | 0.00 (0.00-0.68) |
| Other and unspecified causes | 3 | 0.51 (0.10-1.49) |
| Unknown | 13 | NA |
Abbreviations: NA, not applicable; SMR, standardized mortality ratio.
Standardized mortality ratios were calculated based on age, sex, and race with the Life Table Analysis System[47] using US male mortality rates (1960-2014) for 119 cause-of-death categories. Only underlying-cause SMRs are presented. Multiple-cause data were also assessed and did not meaningfully change the results.
Significant difference (P < .05).
Standardized mortality ratios for 3 neurodegenerative causes of death assessed with updated custom rate files used in previous studies.[29,48]
The Life Table Analysis System[47] software does not calculate SMRs for unknown causes of death.