Physical exercise keeps the brain connected: biking increases white matter integrity in patients with schizophrenia and healthy controls.
Open accessAbstract
It has been shown that learning a new skill leads to structural changes in the brain. However, it is unclear whether it is the acquisition or continuous practicing of the skill that causes this effect and whether brain connectivity of patients with schizophrenia can benefit from such practice. We examined the effect of 6 months exercise on a stationary bicycle on the brain in patients with schizophrenia and healthy controls. Biking is an endemic skill in the Netherlands and thus offers an ideal situation to disentangle the effects of learning vs practice. The 33 participating patients with schizophrenia and 48 healthy individuals were assigned to either one of two conditions, ie, physical exercise or life-as-usual, balanced for diagnosis. Diffusion tensor imaging brain scans were made prior to and after intervention. We demonstrate that irrespective of diagnosis regular physical exercise of an overlearned skill, such as bicycling, significantly increases the integrity, especially of motor functioning related, white matter fiber tracts whereas life-as-usual leads to a decrease in fiber integrity. Our findings imply that exercise of an overlearned physical skill improves brain connectivity in patients and healthy individuals. This has important implications for understanding the effect of fitness programs on the brain in both healthy subjects and patients with schizophrenia. Moreover, the outcome may even apply to the nonphysical realm.
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Written from the paper’s full text.
TL;DR
In a 6-month intervention, regular stationary biking increased white matter integrity (fractional anisotropy) in motor-related tracts in both patients with schizophrenia and healthy controls, whereas life-as-usual decreased FA in the same clusters. Patients and controls benefited similarly, and fitness gains correlated with FA increases.
Key findings
- Exercise versus life-as-usual produced significant FA increases in the exercise group in the left corticospinal tract, left superior longitudinal fascicle, left inferior longitudinal fascicle, left inferior fronto-occipital fascicle, left anterior thalamic radiation, and body/splenium of the corpus callosum (p FWEcorr < 0.05); the life-as-usual group showed FA decreases in these same clusters.
- No significant differences in plasticity between patients and controls were found; both groups benefited equally from exercise.
- JHU-atlas ROI analysis showed time-by-randomization FA increases in the left CST (F = 4.15, P = .045), left SLF (F = 5.092, P = .027), and forceps major (F = 5.687, P = .02), but after correction for 14 ROIs (threshold .0035) these did not reach corrected significance.
- Correlations: change in Wpeak correlated with dFA skeleton (r = .246, P = .028) and dFA picked (r = .374, P = .001); dVO2peak correlated with dFA skeleton (r = 0.270, P = .016); in patients, decrease in positive symptoms correlated with FA improvement (r = -0.455, P = .008).
Methods
- TOPFIT cohort: 33 patients with schizophrenia and 48 healthy controls, aged 18–48 years, physically inactive, randomized 1:1 (stratified by gender, recruitment site, BMI) to 6 months of physical exercise or life-as-usual/occupational therapy; exercise was 1 h twice weekly (40 min aerobic, 20 min anaerobic), with biking about 50% of the duration.
- DTI brain scans at 3 Tesla before and after intervention; whole-brain tract-based spatial statistics (TBSS) and JHU-ICBM atlas ROI analysis of fractional anisotropy.
- Longitudinal analyses used GLM with time, randomization, group, and compliance as covariate; TBSS used 5000 permutations with threshold-free cluster enhancement; correlations examined FA changes with cardiorespiratory fitness, BMI, IQ, PANSS, and chlorpromazine equivalents.
Limitations
- Stated in the paper: patient exercise adherence is problematic due to poor motivation, medication side effects, social barriers, and symptoms; no significant baseline FA differences were found between patients and controls, so findings may not extend to patients with more severe white matter abnormalities; antipsychotic medication influence was considered but no significant correlation with FA was found; ongoing exercise may be necessary to maintain FA effects, raising motivation concerns; mechanisms remain unclear.
- Evident from the text: the ROI findings did not survive correction for multiple comparisons across 14 ROIs; compliance differed significantly between exercise and nonexercise groups and between patients and controls, although compliance was included as a covariate.
Model-written summary. Check it against the paper before relying on it.
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- Findingown data§ Physical Exercise Keeps the Brain Connected: Biking Increases White Matter Integrity in Patients With Schizophrenia and Healthy Controls
Life-as-usual leads to a decrease in white matter fiber integrity in the same clusters over 6 months.
“whereas life-as-usual leads to a decrease in fiber integrity.”
- Also stated in: § Following the Intervention · plain
“Decreases in FA in these same clusters were found in the life-as-usual group.”
Quote in the paperSubstantial claim - Also stated in: § Following the Intervention · plain
- Findingown data§ Discussion
FA increased between baseline and follow-up in the exercise group compared with decreases in the nonexercise group.
“FA increases between baseline and follow-up in exercise group comparing to decreases of FA in nonexercise group.”
Quote in the paperSubstantial claim - Findingown data§ FA with Cardiovascular Fitness, Oxygen Uptake, BMI, and IQ
In the exercise group compared with the nonexercise group, local FA values increased in several white matter clusters (TFCE, P FWEcorr < .05).
“Local statistical maxima of FA values increases in exercise group comparing to nonexercise group (clusters with P FWEcorr < .05) MNI coordinates showing the location of the maximum intensity voxel of each cluster.”
Quote in the paperSubstantial claim - Findingown data§ Discussion
Continuous exercise predominantly affects white matter in the left hemisphere specifically in right-handed individuals.
“Interestingly, the continuous exercise predominantly affects white matter in the left hemisphere specifically in right-handed individuals (for details see supplementary data).”
Quote in the paperNot a substantial claim - Findingown data§ Discussion
The study has not shown direct evidence of improvement in cognitive functions based on specific psychological tests.
“even though our study has not shown direct evidence of improvement in cognitive functions based on specific psychological tests.”
Quote in the paperNot a substantial claim
- Findingown data§ Discussion
The GLM repeated-measures analysis showed significant changes over time between the exercise and nonexercise groups, irrespective of diagnosis (schizophrenia vs healthy), with P uncorr < .05.
“The GLM-repeated measurement design shows significant changes over time between two randomization groups (exercise vs nonexercise), irrespective of diagnosis (schizophrenia, healthy) ( P uncorr < .05).”
Quote in the paperSubstantial claim - Findingown data§ Following the Intervention
Clusters with significant increases in FA between the first and second measurement were found in the exercise group in the left corticospinal tract, left superior longitudinal fascicle, left inferior longitudinal fascicle, left inferior fronto-occipital fascicle, left anterior thalamic radiation, and body and splenium of the corpus callosum (p FWEcorr < 0.05).
“Clusters with significant increases in FA between the first and second measurement were found in the exercise group in the left corticospinal tract (LCST), the left superior longitudinal fascicle (LSLF), the left inferior longitudinal fascicle (LILF), the left inferior fronto-occipital fascicle (LIFOF), left anterior thalamic radiation (ATR) and in the body and splenium of the”
Quote in the paperSubstantial claim - Findingown data§ Discussion
Increases in FA occurred along the left corticospinal tract (CST), the left superior longitudinal fascicle (SLF), and the forceps major (FM) following the 6-month interval in the exercise group compared with the nonexercise group.
“Increases in fractional anisotropy (FA) occur along the left corticospinal tract (CST), the left superior longitudinal fascicle (SLF), and the forceps major (FM) following the 6-months interval in the exercise as compared to nonexercise group.”
Quote in the paperSubstantial claim - Findingown data§ Discussion
No significant baseline differences between patients and controls in FA were found.
“Another potential limitation is that no significant baseline differences between patients and controls in FA were found.”
Quote in the paperSubstantial claim - Findingown data§ FA with Cardiovascular Fitness, Oxygen Uptake, BMI, and IQ
Significant correlations between longitudinal differences in Wpeak and both whole-skeleton FA (r=.246, P=.028) and FA picked (r=.374, P=.001) were found irrespective of disease.
“Significant correlations between longitudinal differences in Wpeak (dWpeak) and both FA skeleton (dFA skeleton ) ( r = .246, P = .028, two-tailed) and FA picked (dFA picked ) ( r = .374, P = .001) were found irrespective of disease.”
Quote in the paperSubstantial claim - Findingown data§ Following the Intervention
Significant differences between exercise and nonexercise groups from first to second measurement were found in cardiorespiratory fitness parameters (Wpeak, VO2peak).
“Significant differences in the exercise and nonexercise group from the first to second measurement (time by randomization) were found in the cardiorespiratory fitness parameters (W peak , VO 2peak ), and in PANSS scores decreases in overall PANSS score, positive symptoms, excitement score, and disorganization score in exercise group of patients, contrary to increases in”
Quote in the paperSubstantial claim - Findingown data§ Discussion
The increase in connectivity was located in fiber tracts implicated in motor functioning.
“Specifically, the increase in connectivity was located in fiber tracts that are implicated in motor functioning.”
Quote in the paperSubstantial claim - Findingown data§ Discussion
In patients, mental health outcome improved after the period of exercise.
“We do find that mental health outcome in patients recuperated after the period of exercise;”
Quote in the paperSubstantial claim - Findingown data§ Following the Intervention
No significant differences in plasticity between patients and controls were found.
“No significant differences in plasticity between patients and controls were found.”
Quote in the paperSubstantial claim - Findingown data§ Baseline
There was no significant correlation between antipsychotic medication intake (ChE) and baseline FA in patients.
“There was no significant correlation between antipsychotic medication intake (ChE) and baseline FA in patients.”
Quote in the paperNot a substantial claim - Findingown data§ Discussion
We found no significant correlation between antipsychotic medication intake and FA in our study.
“However, we found no significant correlation between antipsychotic medication intake and FA in our study.”
Quote in the paperNot a substantial claim - Premisecitation§ Introduction
Ineffective communication between brain regions may be involved in schizophrenia through changes in white matter.
“The involvement of distinct brain structures suggests that ineffective communication between brain regions may be involved through changes in white matter. 3”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [3] source
Not checked in the free run.
- Interpretationown data§ Physical Exercise Keeps the Brain Connected: Biking Increases White Matter Integrity in Patients With Schizophrenia and Healthy Controls
Exercise of an overlearned physical skill improves brain connectivity in patients with schizophrenia and healthy individuals.
“Our findings imply that exercise of an overlearned physical skill improves brain connectivity in patients and healthy individuals.”
Quote in the paperSubstantial claim - Premisecitation§ Introduction
Schizophrenia is associated with loss of brain tissue, particularly in the frontal and temporal cortices and in some subcortical structures.
“Schizophrenia is associated with loss of brain tissue, in particular in the frontal and temporal cortices as well as in some subcortical structures. 1,2”
Quote in the paperSubstantial claim0 of 2 sources checked - Interpretationreasoning§ Discussion
The capacity of the brain to reshape its structure remains preserved in schizophrenia.
“Moreover, our findings also indicate that the capacity of the brain to reshape its structure remains preserved in schizophrenia.”
Quote in the paperSubstantial claim - Premisecitation§ Physical Exercise Keeps the Brain Connected: Biking Increases White Matter Integrity in Patients With Schizophrenia and Healthy Controls
Biking is an endemic skill in the Netherlands.
“Biking is an endemic skill in the Netherlands and thus offers an ideal situation to disentangle the effects of learning vs practice.”
- Also stated in: § Introduction · plain
“In this study, we chose to examine the effect of exercise on a stationary bicycle on the brain because biking is an endemic skill in the Netherlands.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [26] source
Not checked in the free run.
- Also stated in: § Introduction · plain
- Interpretationreasoning§ Discussion
Continuous practice of acquired physical skills improves fiber bundles in the brain implicated in primary and associative motor functioning.
“Thus, continuous practice of acquired physical skills improves fiber bundles in the brain implicated in primary and associative motor functioning.”
Quote in the paperNot a substantial claim - Premisecitation§ Discussion
In a meta-analysis of DTI studies, FA was lower in patients.
“in a meta-analysis of DTI studies FA was lower in patients. 4”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [4] source
Not checked in the free run.
- Interpretationcitation§ Discussion
Increasing FA in the CC suggests more efficient sensory, motor, and cognitive interaction between the two hemispheres.
“Finally, increasing FA in the CC suggests more efficient sensory, motor, and cognitive interaction taking place between the two hemispheres. 55-57”
Quote in the paperSubstantial claim0 of 3 sources checked - Interpretationown data§ Discussion
Both patients with schizophrenia and healthy controls benefitted equally from the repeated physical activity.
“Importantly, both patients with schizophrenia and healthy controls benefitted equally from the repeated physical activity.”
Quote in the paperSubstantial claim - Interpretationown data§ Discussion
Twice weekly physical training over 6 months improved white matter integrity in fiber tracts, particularly those implicated in motor functioning.
“Twice weekly physical training during a period of 6 months improved white matter integrity in fiber tracts-in particular those implicated in motor functioning.”
Quote in the paperSubstantial claim- Rests on an assumption: FA is a valid measure of white matter integrity/brain connectivity.
- Interpretationown data§ Discussion
Practicing an overlearned physical skill (biking) improves brain connectivity.
“Our findings imply that practicing an overlearned physical skill (ie, biking) improves brain connectivity.”
Quote in the paperSubstantial claim- Rests on an assumption: Biking is an overlearned physical skill.
- Rests on an assumption: FA is a valid measure of white matter integrity/brain connectivity.
- Interpretationreasoning§ Physical Exercise Keeps the Brain Connected: Biking Increases White Matter Integrity in Patients With Schizophrenia and Healthy Controls
Using biking, an endemic skill in the Netherlands, offers an ideal situation to disentangle the effects of acquisition versus practice in patients with schizophrenia and healthy individuals.
“Biking is an endemic skill in the Netherlands and thus offers an ideal situation to disentangle the effects of learning vs practice.”
- Also stated in: § Introduction · plain
“Thus, it offers and ideal situation if one intends to disentangle the effects of acquisition vs practice in patients with schizophrenia as well as healthy population.”
Quote in the paperSubstantial claim- Rests on an assumption: When a skill is endemic in a population, learning is not involved.
- Also stated in: § Introduction · plain
- Interpretationreasoning§ Discussion
Physical training of an overlearned skill can continue to improve structural connectivity of the brain in healthy individuals and in patients with schizophrenia alike.
“These findings suggest that physical training of an overlearned skill can (continue) to improve structural connectivity of the brain, in healthy individuals and in patients with schizophrenia alike.”
Quote in the paperSubstantial claim- Rests on an assumption: Biking is an overlearned physical skill.
- Rests on an assumption: FA is a valid measure of white matter integrity/brain connectivity.
- Interpretationreasoning§ Discussion
The effects in the ILF, IFOF, and ATR imply that physical exercise may have consequences beyond motor functioning.
“The effects in the ILF, IFOF, and ATR imply that physical exercise may have consequences beyond motor functioning.”
Quote in the paperSubstantial claim - Interpretationreasoning§ Discussion
Continuous regular practice of an acquired physical skill improves connectivity of the brain.
“In conclusion, continuous regular practice of an acquired (physical) skill improves connectivity of the brain.”
Quote in the paperSubstantial claim- Rests on an assumption: Biking is an overlearned physical skill.
- Rests on an assumption: FA is a valid measure of white matter integrity/brain connectivity.
- May combine two claims. 22
- Classified as probably not a substantial claim. 31
May combine two claims.
Findingown data§ Physical Exercise Keeps the Brain Connected: Biking Increases White Matter Integrity in Patients With Schizophrenia and Healthy ControlsRegular physical exercise of an overlearned skill (bicycling) for 6 months significantly increases white matter fiber integrity, especially in motor-functioning-related tracts, in patients with schizophrenia and healthy controls, irrespective of diagnosis.
“We demonstrate that irrespective of diagnosis regular physical exercise of an overlearned skill, such as bicycling, significantly increases the integrity, especially of motor functioning related, white matter fiber tracts whereas life-as-usual leads to a decrease in fiber integrity.”
- Also stated in: § Following the Intervention · plain
“Clusters with significant increases in FA between the first and second measurement were found in the exercise group in the left corticospinal tract (LCST), the left superior longitudinal fascicle (LSLF), the left inferior longitudinal fascicle (LILF), the left inferior fronto-occipital fascicle (LIFOF), left anterior thalamic radiation (ATR) and in the body and splenium of the”
Quote in the paperSubstantial claim- Also stated in: § Following the Intervention · plain
May combine two claims.
Findingown data§ FA with Cardiovascular Fitness, Oxygen Uptake, BMI, and IQThere were no significant associations of FA or change in FA with BMI, resting HR, max HR, or IQ in both groups, or with overall PANSS, PANSS negative, PANSS disorganized, PANSS excited, PANSS emotional, or ChE dose in patients.
“There were no significant associations of FA or change in FA with BMI, HR rest , HR max , IQ in both groups and with overall PANSS, PANSS neg , PANSS dis , PANSS exc , PANSS emo , or ChE dose in the patients.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown data§ BaselineNo significant difference in FA was detected between patients and controls at baseline using cluster-based and JHU-ICBM-atlas-based approaches, although mean whole-skeleton FA was lower in patients (0.420) than controls (0.422).
“Despite the differences measured between patients and controls in clinical characteristics, no significant difference in FA was detected using cluster-based and JHU-ICBM-atlasbased approaches, although mean FA value calculated for whole skeleton was lower in patients (mean = 0.420, SD = 0.017) than in controls (mean = 0.422, SD = 0.013).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown data§ Following the InterventionIn patients, the exercise group showed decreases in overall PANSS score, positive symptoms, excitement score, and disorganization score, contrary to increases in the nonexercise group.
“Significant differences in the exercise and nonexercise group from the first to second measurement (time by randomization) were found in the cardiorespiratory fitness parameters (W peak , VO 2peak ), and in PANSS scores decreases in overall PANSS score, positive symptoms, excitement score, and disorganization score in exercise group of patients, contrary to increases in”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data§ Following the InterventionIn JHU-atlas-based ROI analysis, significant increases in FA over time were found in exercise vs nonexercise in LCST (F=4.15, P=.045), LSLF (F=5.092, P=.027), and FM (F=5.687, P=.02) in both patients and controls, but these did not reach significance after correction for 14 ROIs (threshold .0035).
“Repeating the analysis with the JHU-atlas-based ROI analysis, significant increases in FA were found over time in the exercise group as compared to the nonexercise group (time by randomization) in the LCST ( F = 4.15, P = .045), the LSLF ( F = 5.092, P = .027) and FM ( F = 5.687, P = 0.02) in both patients and controls (figure 2; table 3), but after the correction for”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown data§ DiscussionAlleviation of positive symptoms and increasing white matter integrity seemed to go hand-in-hand in patients.
“specifically, alleviation of positive symptoms and increasing white matter integrity seemed to go hand-in-hand.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data§ FA with Cardiovascular Fitness, Oxygen Uptake, BMI, and IQFor VO2peak, a significant correlation was demonstrated only for the difference in overall FA values (r=0.270, P=.016), not for the FA difference in clusters showing longitudinal FA increase.
“For the maximal oxygen uptake measurement (ie, VO 2peak ), a significant correlation was demonstrated only for the difference in overall FA values (dFA skeleton ) ( r = 0.270, P = .016), and not for the FA difference in clusters showing longitudinal FA increase (dFA picked ).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ IntroductionIncreases in cortical and hippocampal volume were found after periods of exercise in healthy individuals.
“Increases in the volume of the cortex 14-16,18 and hippocampus 17,19 were found after periods of exercise in healthy individuals.”
Quote in the paperNot a substantial claim0 of 6 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ IntroductionSome studies did not find significant effects of exercise on cortical architecture.
“However, others did not find significant effect, eg, on cortical architecture. 20-22”
Quote in the paperNot a substantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ IntroductionIn healthy students, learning a new skill such as juggling increases gray matter volume and improves white matter integrity.
“In healthy students, it has been shown that when a new skill is learned, such as juggling, gray matter volume increases 14 and white matter integrity improves. 23”
Quote in the paperNot a substantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ IntroductionSome schizophrenia-related changes in gray and white matter are progressive in nature.
“Moreover, some of the schizophreniarelated changes in gray 8,9 and white matter 10 are progressive in nature.”
Quote in the paperNot a substantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ IntroductionAfter acquiring proficiency in juggling, brain changes reverted to normal after 3 months without practice, suggesting practice rather than acquisition affects the brain.
“After having acquired proficiency in juggling, the changes in the brain reverted to normal after the students had stopped practicing for 3 months, suggesting it may be practice rather than acquisition that affects the brain.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [23] source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ IntroductionAfter training a complicated balancing act, white matter changes remained present.
“On the other hand, after training a complicated balancing act, white matter changes remained present. 23”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [23] source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ IntroductionProgressive brain tissue loss in schizophrenia has been associated with genetic factors, disease-related factors, and antipsychotic medication intake.
“The (progressive) brain tissue loss has been associated with genetic factors and with disease-related factors 11,12 as well as effects of antipsychotic medication intake. 13”
Quote in the paperNot a substantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ IntroductionPhysical exercise affects gray matter structure.
“Physical exercise has been reported to affect gray matter structure. 14-19”
Quote in the paperNot a substantial claim0 of 6 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ IntroductionIn patients with schizophrenia, one study found hippocampal volume increase after exercise training, but other studies did not find increases in hippocampal volume or cortical density.
“In patients with schizophrenia, a period of exercise training resulted in hippocampal volume increase in one study 19 but other studies did not reveal increases in hippocampal volume 20 or cortical density. 18”
Quote in the paperNot a substantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown data§ BaselineSignificant differences in compliance between exercise and nonexercise groups and between patients and controls were found.
“Significant differences in compliance between exercise and nonexercise group and patients vs controls were found.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown data§ CohortNo significant differences were found between patients and controls in mean age, gender, handedness, and parental level of education.
“No significant differences were found between patients and controls in mean age, gender, handedness, and parental level of education.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ DiscussionThe CST represents the major fiber bundle for motor functioning, transferring information from multiple cortical areas to the brain stem and spinal cord.
“The CST represents the major fiber bundle for motor functioning, transferring information from multiple cortical areas to the brain stem and spinal cord. 51”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [51] source
Not checked in the free run.
May combine two claims.
Study design and conductown data§ BaselineNo significant baseline difference between the exercise group and nonexercise group was found in heart rate in rest, peak work rate, highest oxygen uptake, and IQ.
“No significant baseline difference between the exercise group and nonexercise group was found in heart rate in rest (HR rest ), peak work rate at the moment of exhaustion (W peak in Watt), highest oxygen uptake during the last 30 s of the test (VO 2 in ml/kg/min), and IQ (table 1).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ DiscussionHigher FA is associated with better functional connectivity between anatomically distant gray matter regions using resting-state fMRI.
“higher FA has been associated with better functional connectivity between anatomically distant gray matter regions using resting-state fMRI (functional MRI) 35,47,48”
Quote in the paperNot a substantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ DiscussionThe SLF is a major association fiber bundle involved in higher aspects of motor behavior such as coding of body parts in the surrounding space and monitoring competing motor actions.
“The SLF is a major association fiber bundle involved in higher aspects of motor behavior such as coding of body parts in the surrounding space and monitoring (competing) motor actions. 54”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [54] source
Not checked in the free run.
Classified as probably not a substantial claim.
Study design and conductnone given§ InterventionA research assistant and a sport physician assessed baseline and follow-up measurements while blind to randomization.
“A research assistant and a sport physician assessed the demographic and clinical baseline and follow-up measurements while being blind to the randomization.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ DiscussionHigher FA is related to interhemispheric transition time measured with event-related potentials (ERP) and quantitative electroencephalography (EEG).
“Moreover, a higher FA has been related to interhemispheric transition time measured with event-related potentials (ERP) 45 and quantitative electroencephalography (EEG). 46”
Quote in the paperNot a substantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ IntroductionCross-sectional studies mainly in musicians suggest that early practice determines brain changes; practice time correlates with degree of brain change, not skill per se.
“Interestingly, several cross-sectional studies, mainly conducted in musicians, suggest that it is (early) practice that determines changes in the brain 24 : proficiency-expressed as practice time-is generally correlated with the degree of brain change, not with the skill of playing the instrument per se. 25”
Quote in the paperNot a substantial claim0 of 2 sources checkedClassified as probably not a substantial claim.
Study design and conductown data§ Following the InterventionResults were corrected for family-wise error (FWEcorr).
“These results were corrected for Family-wise error (FWEcorr) (for additional information see supplementary data).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
Interpretationreasoning§ DiscussionThese findings may extend to the nonphysical realm.
“these findings may also extend to the nonphysical realm.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ DiscussionBetter functional connectivity is associated with higher cognitive functioning.
“better functional connectivity has been associated with higher cognitive functioning, 49,50”
Quote in the paperNot a substantial claim0 of 2 sources checkedClassified as probably not a substantial claim. May combine two claims.
Study design and conductown data§ CohortRandomization was performed as a computer-generated procedure with concealed allocation (ratio 1:1), stratified for gender, recruitment site, and Body Mass Index.
“Randomization was performed as a computer-generated procedure, incorporating a concealed allocation (ratio 1:1), with stratification for gender, recruitment site and Body Mass Index.”
Quote in the paperSubstantial claimMay combine two claims.
Premisecitation§ Introduction85% of the Dutch owns a bicycle and each year travels 900 km on it.
“Indeed, 85% of the Dutch owns a bicycle and each year travels 900 km on it. 26”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [26] source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ DiscussionMaturation of the CST is driven by neural activity in cortical motor areas and limb experience, reflecting the need to adapt to changing motor demands.
“Both rodent and human studies suggest that maturation of the CST is driven by neural activity in cortical motor areas and limb experience, thus reflecting the need to adapt to changing motor demands. 52,53”
Quote in the paperNot a substantial claim0 of 2 sources checkedMay combine two claims.
Premisecitation§ DiscussionThe ILF, IFOF, and ATR are involved in attention, visual processing, verbal processing and language functions, face recognition, executive functioning, and memory encoding.
“All aforementioned tracts are involved in attention, visual processing, verbal processing and language functions, and face recognition 61 as well as executive functioning and memory encoding, 62”
Quote in the paperSubstantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown data§ InterventionCompliance was over 50% in the subjects included in the study.
“Compliance was registered as a percentage of sessions attended and was over 50% in the subjects included in the study (for details see supplementary data).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown data§ BaselineAt baseline, patients and controls differed significantly in heart rate in rest, maximal heart rate, peak work rate, and IQ, but not in highest oxygen uptake.
“At baseline, a significant difference was found between the patients and the controls, irrespective of intervention condition, in heart rate in rest (HR rest ), maximal heart rate (HR max ), together with difference in peak work rate at the moment of exhaustion (W peak in Watt) as a measure of cardiorespiratory fitness, although no significant difference in the highest oxygen uptake during”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown data§ CohortBody mass index was significantly higher in patients compared to healthy subjects.
“Body mass index (BMI) was significantly higher in patients as compared to healthy subjects.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ DiscussionA positive influence of antipsychotic medication on glia cells and myelination has been demonstrated.
“A positive influence of antipsychotic medication on glia cells and myelination has been demonstrated. 82,83”
Quote in the paperNot a substantial claim0 of 2 sources checkedMay combine two claims.
Interpretationreasoning§ DiscussionThese associations imply that changes are caused by practice of an overlearned aerobic activity rather than anaerobic newly learned exercise.
“Moreover, these associations imply that changes are caused by practice of an overlearned aerobic activity rather than anaerobic newly learned exercise.”
Quote in the paperNot a substantial claim- Rests on an assumption: Biking is an overlearned physical skill.
Probably not a substantial claim: may not pass S3 (load-bearing).
Interpretationreasoning§ DiscussionWe cannot predict how our findings will extend to patients with more severe white matter abnormalities, either through more or less prominent improvements in fiber integrity.
“Therefore we cannot predict how our findings will extend to patients with more severe white matter abnormalities, either through more or less prominent improvements in fiber integrity.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Interpretationown data§ DiscussionThe effect in white matter may be due to improvements in cardiorespiratory fitness, as suggested by positive associations between FA and cardiorespiratory fitness parameters over time.
“Alternatively, the effect in white matter may be due to improvements in cardiorespiratory fitness, as suggested by positive associations between FA and cardiorespiratory fitness parameters over time.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductown data§ DiscussionThe study used a randomized design with exercise and nonexercise groups.
“two randomization groups (exercise vs nonexercise)”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ DiscussionIn patients, implementation and sustainability of regular exercise commitment remains problematic due to poor motivation, side effects of medications, social barriers, and symptoms.
“In patients implementation and sustainability of regular exercise commitment remains problematic due to poor motivation, 73 side effects of medications, 74,75 social barriers, 76 and symptoms. 73”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [73] Archie, 2003, Pilot study: access to fitness facility and exercise levels in olanzapine-treated patients, Can J Psychiatry source
Not checked in the free run.
- cites [74] source
Not checked in the free run.
- cites [75] Newcomer, 2006, The metabolic effects of antipsychotic medications, Can J Psychiatry source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ DiscussionA growing body of evidence suggests possibly direct contributions of activation of fiber bundles to changes in white matter.
“A growing body of evidence suggests possibly direct contributions of activation of fiber bundles to changes in white matter. 84”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [84] Mandl, 2013, Functional diffusion tensor imaging at 3 Tesla, Front Hum Neurosci source
Not checked in the free run.
The paper relies on this without support.
It is not known whether exercise benefits white matter connectivity in patients with schizophrenia.
“However, it is not known if exercise benefits white matter connectivity in patients with schizophrenia.”
The paper relies on this without support.
When a skill is endemic in a population, learning is not involved.
“When the skill is endemic in a population, it is evident that learning is not involved.”
The paper relies on this without support.
Biking is an overlearned physical skill.
“practicing an overlearned physical skill (ie, biking)”
The paper relies on this without support.
FA is a valid measure of white matter integrity/brain connectivity.
“improves brain connectivity”
“increasing white matter integrity”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
A 6-month aerobic exercise intervention improved global white-matter integrity in patients with schizophrenia.
“White-matter alterations may also occur in non-healthy individuals as one recent RCT demonstrated a 6-month AE intervention to improve global white-matter integrity in patients with schizophrenia (Svatkova et al., 2015).”
From Aerobic Exercise as a Tool to Improve Hippocampal Plasticity and Function in Humans: Practical Implications for Mental Health Treatment (2016) · cites this paper as Svatkova et al., 2015
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
LILF is defined as two different tracts
MinorThe methods define LILF as the left inferior longitudinal fascicle, but the Table 2 note defines it as the left inferior fronto-occipital fascicle, which the same note also calls LIFOF.
“the left inferior longitudinal fascicle (LILF)”
“LIFOF, the left inferior fronto-occipital fascicle; LILF, the left inferior fronto-occipital fascicle”
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- American Psychiatric Association, 2000, Diagnostical and Statistical Manual of Mental Disorders
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- Authors
- Svatkova, A., Mandl, R. C. W., Scheewe, T. W., Cahn, W., Kahn, R. S., & Hulshoff Pol, H. E.
- Affiliations
- University Medical Center Utrecht (NL)
- Venue
- Schizophrenia Bulletin
- Publisher
- Oxford University Press (OUP)
- Published
- 2015-03-31
- Volume
- 41
- Issue
- 4
- Pages
- 869-878
- ISSN
- 0586-7614 (ISSN-L)
- 1745-1701
- PMC
- PMC4466190
- OpenAlex
- W2133556985
- Semantic Scholar
- 95b6b395f1b96b2eca5911b379e5ac4feca243e7
- Cited by
- 120
- References
- 84
- Citations by year
- 2026: 3 · 2025: 9 · 2024: 7 · 2023: 10 · 2022: 10 · 2021: 15 · 2020: 15 · 2019: 15 · 2018: 9 · 2017: 12 · 2016: 10 · 2015: 5
- FWCI
- 9.73
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Schizophrenia Bulletin (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Utrecht University Repository (Utrecht University) (submittedVersion, other-oa)
- Utrecht University Repository (Utrecht University) (submittedVersion)
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Schizophrenia research and treatment
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Advanced Neuroimaging Techniques and Applications
- Health Sciences › Medicine › Physiology › Physical Activity and Health
- Keywords
- physical activity, cycling
- MeSH terms
- Adult, Bicycling, Exercise Therapy, Female, Follow-Up Studies, Humans, Male, Schizophrenia, Treatment Outcome, Young Adult, Diffusion Tensor Imaging, White Matter
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-10.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-10.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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