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1.
BMC Geriatr ; 24(1): 287, 2024 Mar 27.
Article in English | MEDLINE | ID: mdl-38539089

ABSTRACT

BACKGROUND: Fragility fractures in older adults are often caused by fall events. The estimation of an expected fall rate might improve the identification of individuals at risk of fragility fractures and improve fracture prediction. METHODS: A combined analysis of three previously developed fall rate models using individual participant data (n = 1850) was conducted using the methodology of a two-stage meta-analysis to derive an overall model. These previously developed models included the fall history as a predictor recorded as the number of experienced falls within 12 months, treated as a factor variable with the levels 0, 1, 2, 3, 4 and ≥ 5 falls. In the first stage, negative binomial regression models for every cohort were fit. In the second stage, the coefficients were compared and used to derive overall coefficients with a random effect meta-analysis. Additionally, external validation was performed by applying the three data sets to the models derived in the first stage. RESULTS: The coefficient estimates for the prior number of falls were consistent among the three studies. Higgin's I2 as heterogeneity measure ranged from 0 to 55.39%. The overall coefficient estimates indicated that the expected fall rate increases with an increasing number of previous falls. External model validation revealed that the prediction errors for the data sets were independent of the model to which they were applied. CONCLUSION: This analysis suggests that the fall history treated as a factor variable is a robust predictor of estimating future falls among different cohorts.


Subject(s)
Fractures, Bone , Independent Living , Humans , Aged
2.
Aging Clin Exp Res ; 36(1): 76, 2024 Mar 21.
Article in English | MEDLINE | ID: mdl-38512411

ABSTRACT

BACKGROUND: The aim of this study was to examine the association of body composition, muscle strength, balance, and functional capacity on falls and fall injuries among community-dwelling older women. METHODS: The study comprised of a 2-year randomized controlled trial involving 914 women with an average age of 76.5 (SD = 3.3) years at baseline. The women were assigned to exercise intervention (n = 457) and control groups (n = 457). Clinical measurements were conducted at baseline, 12 months and 24 months. RESULTS: During the 2-year follow up, total of 546 women (59.7%) sustained a fall. The total number of falls was 1380 and out of these, 550 (40%) of falls were non-injurious and 745 (54%) were injurious. Higher femoral neck bone mineral density (BMD) was associated with a higher overall risk of falls [RR = 2.55 (95% CI = 1.70-3.84, p < 0.001)], but was a protective factor for severe fall injuries [RR = 0.03 (95% CI = 0.003-0.035, p < 0.01)]. Slower Timed Up and Go (TUG) was associated with an increased overall risk of falls [RR = 1.07 (95% CI = 1.05-1.10, p < 0.001)] and injuries requiring medical attention [RR = 1.10 (95% CI = 1.02-1.19, p = 0.02)]. Longer single leg standing time was a protective factor for falls [RR = 0.99 (95% CI = 0.99-1.00, p < 0.01)] and overall injurious falls [RR = 0.99 (95% CI = 0.99-1.00, p = 0.02)]. CONCLUSION: For postmenopausal women with higher femoral neck BMD appear to sustain more falls, but have a lower risk of severe fall injuries. Better TUG and single leg standing time predict lower risk of falls and fall injuries.


Subject(s)
Accidental Falls , Exercise , Humans , Female , Aged , Accidental Falls/prevention & control , Exercise Therapy , Independent Living , Body Composition , Postural Balance
3.
J Frailty Sarcopenia Falls ; 8(4): 211-220, 2023 Dec.
Article in English | MEDLINE | ID: mdl-38046438

ABSTRACT

Objectives: To determine the diagnostic cut-off values of components for sarcopenia in Caucasian women. Methods: The present retrospective cross-sectional study based on the REFERENCE sample included 400 healthy women aged 20 to 40 years, and the OSTPRE sample included 344 women aged 63 to 75. The subjects of the OSTPRE population were re-measured five and ten years later after the baseline. Both samples underwent grip strength (GS), quadriceps strength (QS), and total-body DXA (TB-DXA) measurements, from which Relative Skeletal Muscle Mass Index (RSMI) was calculated. Results: In the REFERENCE population, the -1 SD / -2 SD cut-off points were for RSMI 5.8 kg/m2 / 5.1 kg/m2, for GS 32.0 kg / 26.4 kg, and for QS 39.8 kg / 29.8 kg. The prevalence of under -2 SD distributions in REFERENCE were: RSMI 1.8%, GS 1.3%, and QS 2.0%, and in OSTPRE (15/20/25 years measurements): RSMI 1.2 %/1.9 %/0.5 %, GS 52.2%/42.3%/48.8%, and QS 47.4%/55.2%/not available. The distributions of GS and QS were statistically significantly different between REFERENCE and all OSTPRE measurement points (p<0.001 in Chi-squared). Conclusions: The diagnostic cut-offs for components of sarcopenia are RSMI 5.1 kg/m2, grip strength 26.4 kg, and quadriceps strength 29.8 kg in Finnish Caucasian women.

4.
Aging Clin Exp Res ; 35(6): 1205-1212, 2023 Jun.
Article in English | MEDLINE | ID: mdl-37145268

ABSTRACT

BACKGROUND: Falls are a substantial health problem among older adults. An accessible and reliable tool for assessing individual fall risk is needed. AIMS: The predictive ability of a one-page self-rated fall risk assessment form (KaatumisSeula® [KS]) was evaluated among older women in its current form. METHODS: A subsample (n = 384) of community-living older women (aged 72-84 years) participating in the Kuopio Fall Prevention Study (KFPS) completed the KS form. Participants' falls were prospectively registered for 12 months with SMS messages. Their group status and form-based fall risk category were compared to the verified fall events during the KFPS intervention. Negative binomial regression and multinomial regression analyses were used. Physical performance measurements (single leg stance, leg extension strength and grip strength) were used as covariates. RESULTS: During the follow-up, 43.8% of women fell at least once. Among the fallers, 76.8% had at least one self-determined injurious fall, and 26.2% had falls requiring medical attention. According to KS, 7.6% of the women had low fall risk, 75.0% moderate, 15.4% substantial, and only 2.1% high fall risk. Women in the "moderate fall risk" group had 1.47-fold (95% CI 0.74-2.91; nonsignificant), in "substantial fall risk" 4.00-fold (1.93-8.3; p < 0.001) and in "high fall risk" 3.00-fold (0.97-9.22; nonsignificant) higher risk of falls compared to the "low fall risk" group. Performance in physical tests did not account for future falls. CONCLUSIONS: The KS form proved to be a feasible tool for self-administered fall risk assessment with moderate predictive ability. TRIAL REGISTRATION: ClinicalTrials.gov identifier: NCT02665169, date of first registration 27/01/2016.


Subject(s)
Accidental Falls , Independent Living , Humans , Female , Aged , Accidental Falls/prevention & control , Risk Assessment , Risk Factors , Postural Balance
5.
Age Ageing ; 52(4)2023 04 01.
Article in English | MEDLINE | ID: mdl-37097767

ABSTRACT

BACKGROUND: Communal exercise interventions may help prevent falls and injuries. However, pragmatic trials demonstrating the effectiveness of such strategies are sparse. METHODS: We determined whether a cost-free 12-month admission to the city's recreational sports facilities including initial 6 months of supervised weekly gym and Tai Chi sessions decreases the number of falls and related injuries. The mean (SD) follow-up time was 22·6 (4.8) months in 2016-19. A total of 914 women from a population-based sample with a mean age of 76.5 (SD 3.3, range 71.1-84.8) years were randomized into exercise intervention (n = 457) and control (n = 457) groups. Fall information was collected through biweekly short message (SMS) queries and fall diaries. Altogether 1,380 falls were recorded for the intention-to-treat analysis, with 1,281 (92.8%) being verified by telephone. RESULTS: A 14.3% fall rate reduction was detected in the exercise group (Incidence rate ratio (IRR) = 0.86; CI 95% 0.77-0.95) compared with the control group. Approximately half of the falls caused moderate (n = 678, 52.8%) or severe (n = 61, 4.8%) injury. In total, 13.2% (n = 166) of falls (including 73 fractures) required medical consultation with a 38% lower fracture rate in the exercise group (IRR = 0.62; CI 95% 0.39-0.99). Overall, the greatest reduction of 41% (IRR = 0.59; CI 95% 0.36-0.99) was observed in falls with severe injury and pain. CONCLUSIONS: A community-based approach for a 6-month exercise period combined with a 12-month free use of sports premises can reduce falls, fractures and other fall-related injuries in aging women.


Subject(s)
Accidental Falls , Exercise , Independent Living , Humans , Female , Aged , Aged, 80 and over , Accidental Falls/prevention & control , Accidental Falls/statistics & numerical data , Intention to Treat Analysis , Fractures, Bone/epidemiology , Exercise Therapy , Treatment Outcome
6.
Acta Orthop ; 94: 19-25, 2023 01 25.
Article in English | MEDLINE | ID: mdl-36701122

ABSTRACT

BACKGROUND AND PURPOSE: Studies investigating the effect of spinal surgery on both physical capability (PC) and subjective well-being (SW) are scarce. We aimed to investigate self-reported PC and SW up to 20 years after lumbar spine surgery. PATIENTS AND METHODS: 6,612 postmenopausal Finnish women (47-56 years at baseline [BL]), from the Osteoporosis Risk Factor and Prevention (OSTPRE) study, were followed-up (FU) for 20 years. The Finnish Care Register for Healthcare (CRFH) provided data on surgery in the OSTPRE population on lumbar spinal stenosis (LSS) and lumbar disc herniation (LDH). PC and SW of women with lumbar surgery was compared with that of women without lumbar surgery. A chi-square analysis was conducted to analyze the statistical differences in the distribution of PC and SW. A propensity score-matched control analysis was also performed in addition to analysis of the total populationbased control group. RESULTS: In women without lumbar surgery 94% reported good PC at BL, which decreased to 79% at the 20-year FU. For those with LSS/LDH surgery, 84%/(37/50) reported good PC at BL and 80%/(33/50) at 20-year FU, respectively. Good SW was reported by 48% of the control group at BL, 50% at 10-year FU, and 42% at 20-year FU. Women with LSS/LDH surgery before the 10-year FU reported good SW as follows: (6/50)/38% at BL, (12/48)/39% at 10-year FU, and (9/50)/37% at 20-year FU. CONCLUSION: Patients with LSS and LDH report lower PC and SW. Lumbar spinal surgery improves PC and SW in the short term, with early LDH surgery showing the greatest benefits whereas late surgery did not. Overall, PC and SW are lower both initially and during the 20-year FU when compared with the age-matched controls except for early LDH surgery.


Subject(s)
Intervertebral Disc Displacement , Spinal Stenosis , Humans , Female , Finland/epidemiology , Intervertebral Disc Displacement/epidemiology , Intervertebral Disc Displacement/surgery , Physical Examination , Spinal Stenosis/surgery , Risk Factors , Patient Reported Outcome Measures , Lumbar Vertebrae/surgery
7.
Age Ageing ; 51(4)2022 04 01.
Article in English | MEDLINE | ID: mdl-35397158

ABSTRACT

Clinical trials have suggested that increased 25-hydroxyvitamin D (25(OH)D) has positive effect on hand grip strength. This Mendelian randomisation (MR) was implemented using summary-level data from the largest genome-wide association studies on vitamin D (n = 73,699) and hand grip strength. Inverse variance weighted method (IVW) was used to estimate the causal estimates. Weighted median (WM)-based method, MR-Egger and leave-one-out were applied as sensitivity analysis. Results showed that genetically higher-serum 25(OH)D levels had a positive effect on both right hand grip (IVW = Beta: 0.038, P = 0.030) and left hand grip (IVW = Beta: 0.034, P = 0.036). There was a low likelihood (statistically insignificant) of heterogeneity and pleiotropy, and the observed associations were not driven by single single-nucleotide polymorphisms. Furthermore, MR pleiotropy residual sum and outlier did not highlight any outliers. In conclusion, our results highlighted the causal and beneficial effect of serum 25(OH) D on right- and left-hand grip strengths.


Subject(s)
Genome-Wide Association Study , Hand Strength , Humans , Mendelian Randomization Analysis/methods , Polymorphism, Single Nucleotide , Vitamin D/analogs & derivatives
8.
Acta Orthop ; 93: 360-366, 2022 03 07.
Article in English | MEDLINE | ID: mdl-35257188

ABSTRACT

BACKGROUND AND PURPOSE: COVID-19 lockdowns have affected personal mobility and behavior worldwide. This study compared the number of emergency department (ED) visits due to injuries and typical low-energy fractures in Finland during the COVID-19 lockdown period in spring 2020 to the reference period in 2019. PATIENTS AND METHODS: The data was collected retrospectively from the electronic patient records of 4 hospitals covering 1/5 of the Finnish population. We included the patients who were admitted to a hospital ED due to any injury during the lockdown period (March 18-May 31, 2020) and the reference period (March 18-May 31, 2019). We compared the differences between the average daily ED admissions in the 2 years using the zero-inflated Poisson regression model. RESULTS: The overall number of ED visits due to injuries decreased by 16% (mean 134/day vs. 113/day, 95% CI -18 to -13). The number of ED visits due to wrist fractures decreased among women aged over 50 years by 40% (CI -59 to -9). Among women, the number of ED visits due to ankle fractures decreased by 32% (CI -52 to -5). The number of ED visits due to fractures of the upper end of the humerus decreased by 52% (CI -71 to -22) among women. The number of ED visits due to hip fractures increased by 2% (CI -16 to 24). INTERPRETATION: Restrictions in personal mobility decreased the number of ED visits due to injuries during the pandemic. The effect can mainly be seen as a decreased number of the most typical low-energy fractures among women. In contrast, lockdown restrictions had no effect on the number of hip fractures.


Subject(s)
COVID-19/epidemiology , Communicable Disease Control/methods , Emergency Service, Hospital/statistics & numerical data , Hip Fractures/epidemiology , Hospitalization/trends , Quarantine , SARS-CoV-2 , Adolescent , Adult , COVID-19/transmission , Comorbidity , Female , Finland/epidemiology , Follow-Up Studies , Humans , Incidence , Male , Middle Aged , Pandemics , Retrospective Studies , Young Adult
9.
J Occup Health ; 64(1): e12316, 2022 Jan.
Article in English | MEDLINE | ID: mdl-35084078

ABSTRACT

OBJECTIVES: Occupational physical loading has been reported to be associated with intervertebral disc degeneration. However, previous literature reports inconsistent results for different vertebral levels. The aim of our study was to investigate the association between lumbar disc degeneration (LDD) at different vertebral levels and the self-reported physical loading of occupation. METHODS: The study population consisted of 1,022 postmenopausal women and was based on the prospective Kuopio Osteoporosis Risk Factor and Prevention (OSTPRE) study cohort. The severity of LDD was graded from T2-weighted MRI images using the five-grade Pfirrmann classification. Five intervertebral levels (L1-L2 to L5-S1) were studied (total 5110 discs). The self-rated occupational physical loading contained four groups: sedentary, light, moderate, and heavy. RESULTS: The heavy occupational physical loading group had higher odds for severe LDD at the L5-S1 vertebral level (OR 1.86, 95% CI: 1.19-2.92, p = .006) in comparison with the sedentary work group. A clear trend of increasing disc degeneration with heavier occupational loading was also observed at the L5-S1 level. Age, smoking, and higher body mass index (BMI) were associated with more severe LDD. Leisure-time physical activity at the age of 11-17 years was associated with less severe LDD. Controlling for confounding factors did not alter the results. CONCLUSIONS: There appears to be an association between occupational physical loading and severe disc degeneration at the lower lumbar spine in postmenopausal women. Individuals in occupations with heavy physical loading may have an increased risk for work-related disability due to more severe disc degeneration.


Subject(s)
Intervertebral Disc Degeneration , Adolescent , Child , Female , Humans , Intervertebral Disc Degeneration/etiology , Lumbar Vertebrae/diagnostic imaging , Lumbosacral Region , Prospective Studies , Self Report
10.
J Bone Miner Res ; 37(2): 173-178, 2022 02.
Article in English | MEDLINE | ID: mdl-34668233

ABSTRACT

The aim of this study was to monitor long-term changes in bone mineral density (BMD) after menopause and factors affecting BMD. The study population consisted of a random sample of 3222 women from the Kuopio Osteoporosis Risk Factor and Prevention (OSTPRE) study, of which 62.1% were postmenopausal at the beginning of the study. This group of women underwent dual-energy X-ray absorptiometry (DXA) measurements at the femoral neck every 5 years from baseline (in 1989) up to 25-year follow-up. They also responded to risk-factor questionnaires at 5-year intervals. During the 25-year follow-up, the baseline cohort decreased to 686 women. The women were divided into quartiles based on their baseline BMD. Self-reported hormone replacement therapy (HRT) and corticosteroid use were divided into ever users and never users. Morbidity was assessed as the total number of self-reported diseases and BMD-affecting diseases. The mean 25-year BMD change was found to be -10.1%, p < 0.001. Higher baseline BMD was associated with higher bone loss rate; the reduction in the highest quartile BMD was 11.1% and in the lowest quartile 7.4% (p = 0.0031). Lower baseline body mass index (BMI) and a greater increase in BMI were found to protect against postmenopausal bone loss (p < 0.001). The lowest bone loss quartile included 15.2% more HRT users than the highest bone loss quartile (p = 0.004). The number of diseases/bone-affecting diseases, use of vitamin D/calcium supplementation, use of corticosteroids, smoking or alcohol use had no statistical significance for annual bone loss rate. This study presents hitherto the longest (25-year) BMD follow-up in postmenopausal women. The linear femoral neck bone loss of 10% was less than previously assumed. A 5-year BMD change appeared to predict long-term bone loss in postmenopausal women. © 2021 The Authors. Journal of Bone and Mineral Research published by Wiley Periodicals LLC on behalf of American Society for Bone and Mineral Research (ASBMR).


Subject(s)
Femur Neck , Osteoporosis, Postmenopausal , Absorptiometry, Photon , Bone Density , Estrogen Replacement Therapy/adverse effects , Female , Femur Neck/diagnostic imaging , Follow-Up Studies , Humans , Osteoporosis, Postmenopausal/diagnostic imaging , Osteoporosis, Postmenopausal/drug therapy , Osteoporosis, Postmenopausal/epidemiology , Postmenopause
11.
Eur J Nutr ; 61(4): 1813-1821, 2022 Jun.
Article in English | MEDLINE | ID: mdl-34913105

ABSTRACT

PURPOSE: The aim was to investigate the cross-sectional association of dietary omega-3 polyunsaturated fatty acids PUFA (alpha-linolenic acid (ALA), eicosapentaenoic acid (EPA), and docosahexaenoic acid (DHA)) intake with multiple physical functions, muscle mass and fat mass in older women. METHOD: Study subjects were 554 women from the Osteoporosis Risk Factor and Prevention Fracture Prevention Study, with dietary intake assessed with 3-day food record. Body composition was measured by dual-energy X-ray absorptiometry. Physical function measures included walking speed 10 m, chair rises, one leg stance, knee extension, handgrip strength and squat. Short physical performance battery (SPPB) score was defined based on the European working group on sarcopenia criteria. RESULTS: The multivariable adjusted models showed statistically significant associations for dietary ALA with higher SPPB (ß = 0.118, P = 0.024), knee extension force at baseline (ß = 0.075, P = 0.037) and lower fat mass (ß = - 0.081, P = 0.034), as well as longer one-leg stance (ß = 0.119, P = 0.010), higher walking speed (ß = 0.113, P = 0.047), and ability to squat to the ground (ß = 0.110, P = 0.027) at baseline. Total dietary omega-3 PUFA was associated with better SPPB (ß = 0.108, P = 0.039), one-leg stance (ß = 0.102, P = 0.041) and ability to squat (ß = 0.110, P = 0.028), and with walking speed (ß = 0.110, P = 0.028). However, associations for dietary EPA and DHA with physical function and body composition were not significant. CONCLUSION: Dietary omega-3 and ALA, but not EPA and DHA, were positively associated with muscle strength and function in older women. The intake of omega-3 and its subtypes was not associated with muscle mass. Longitudinal studies are needed to show whether omega-3 intake may be important for muscle function in older women.


Subject(s)
Fatty Acids, Omega-3 , alpha-Linolenic Acid , Aged , Cross-Sectional Studies , Docosahexaenoic Acids , Eicosapentaenoic Acid , Female , Hand Strength , Humans
12.
BMC Geriatr ; 21(1): 658, 2021 11 23.
Article in English | MEDLINE | ID: mdl-34814850

ABSTRACT

BACKGROUND: Physical capacity and subjective wellbeing are important for healthy aging. Our aim was to study how objective/subjective physical capacity and subjective health relate to life satisfaction, in a 10-year follow-up of aging women. METHODS: The participants (n = 1485, mean age 67.4 years) consisted of community-dwelling older women living in Kuopio, Finland. Grip strength and one-legged stance test time were used as objective, and self-rated mobility (SRM) as subjective physical capacity measures. Self-rated health (SRH) and SRM were assessed with one-item scales and life satisfaction with a 4-item scale. Correlation and linear regression were used to analyze these relationships and correlation network analysis to visualize them. Age and BMI were included in the analysis as adjusting factors. RESULTS: All the study variables were significantly correlated with baseline and follow-up life satisfaction, except BMI, which was only associated with life satisfaction at follow-up. On both occasions, SRH and SRM were the two strongest correlates of life satisfaction, but their mutual correlation was still higher. In linear regression analyses, SRH was positively associated with both baseline and follow-up life satisfaction, but physical capacity measures became non-significant after including SRH and SRM in the model. In the partial correlation network analyses, SRH and SRM were the most central nodes, connecting every other variable. CONCLUSIONS: Self-reports on health, mobility, and life satisfaction are closely intertwined and provide easily accessible health information among aging women, but the impacts of objective physical capacity measures warrant further longitudinal studies in respect to subjective wellbeing among aging people.


Subject(s)
Diagnostic Self Evaluation , Personal Satisfaction , Aged , Aging , Female , Follow-Up Studies , Health Status , Humans , Independent Living
13.
J Clin Epidemiol ; 140: 44-55, 2021 12.
Article in English | MEDLINE | ID: mdl-34487834

ABSTRACT

OBJECTIVE: To investigate sociodemographic characteristics and physical and mental health indicators between participants and nonparticipants of a large-scale 2-year exercise RCT including noninvited women living in nearby rural area in Finland. STUDY DESIGN AND SETTING: From a previous OSTPRE study cohort, 914 women (aged 72-84) participated in Kuopio Fall Prevention Study in 2016-2019. The participants were compared to non-participants (n = 4,536) and noninvited OSTPRE women (n = 7,119) living outside the urban recruitment area. RESULTS: Participants were younger (P< 0.001) with higher education (P< 0.001) and had more often regular hobbies (P< 0.001) and physical exercising (P< 0.001) than nonparticipants or noninvited. They reported better functional capability (P< 0.001), mental (P< 0.001) and subjective health (P< 0.001), lower number of medications (P< 0.001), less fear of falls (P< 0.001), but more frequent falls (P= 0.002) and more often musculoskeletal diseases (P= 0.006).  Participants also showed better functional capacity in the clinical measurements. In register analysis, urban-rural differences in the prevalence of diseases were detected. CONCLUSION: In population-based exercise interventions, participants are more likely to be better off in respect to physical and mental wellbeing, functional capability and sociodemographic status. Recruiting participants only from cities increases unavoidable selection bias due to urban-rural differences which should be noticed when interpreting and generalizing RCT results. TRIAL REGISTRATION NUMBER: ClinicalTrials.gov identifier NCT02665169.


Subject(s)
Health Status , Research Subjects/statistics & numerical data , Rural Population/statistics & numerical data , Urban Population/statistics & numerical data , Accidental Falls/prevention & control , Aged , Aged, 80 and over , Educational Status , Exercise Therapy , Female , Humans , Patient Selection , Selection Bias , Socioeconomic Factors
14.
Bone Rep ; 14: 101070, 2021 Jun.
Article in English | MEDLINE | ID: mdl-33997147

ABSTRACT

Dual-energy X-ray absorptiometry (DXA) is the gold standard imaging method for diagnosing osteoporosis in clinical practice. The DXA images are commonly used to estimate a numerical value for bone mineral density (BMD), which decreases in osteoporosis. Low BMD is a known risk factor for osteoporotic fractures. In this study, we used deep learning to identify lumbar scoliosis and structural abnormalities that potentially affect BMD but are often neglected in lumbar spine DXA analysis. In addition, we tested the approach's ability to predict fractures using only DXA images. A dataset of 2949 images gathered by Kuopio Osteoporosis Risk Factor and Prevention Study was used to train a convolutional neural network (CNN) for classification. The model was able to classify scoliosis with an AUC of 0.96 and structural abnormalities causing unreliable BMD measurement with an AUC of 0.91. It predicted fractures occurring within 5 years from the lumbar spine DXA scan with an AUC of 0.63, meeting the predictive performance of combined BMD measurements from the lumbar spine and hip. In an independent test set of 574 clinical patients, AUC for lumbar scoliosis was 0.93 and AUC for unreliable BMD measurements was 0.94. In each classification task, neural network visualizations indicated the model's predictive strategy. We conclude that deep learning could complement the well established DXA method for osteoporosis diagnostics by analyzing incidental findings and image reliability, and improve its predictive ability in the future.

16.
BMC Musculoskelet Disord ; 22(1): 192, 2021 Feb 16.
Article in English | MEDLINE | ID: mdl-33593350

ABSTRACT

BACKGROUND: Good physical capability is an important part of healthy biological ageing. Several factors influencing physical capability have previously been reported. Long-term reports on physical capability and the onset of clinical disorders and chronic diseases are lacking. Decrease in physical capacity has been shown to increase mortality. This study focuses on the prevalence of chronic diseases. The primary objective of the study was to reveal the association between physical capability and morbidity. Secondary objectives included the validity of self-reported physical capability and the association between baseline physical capability and mortality. METHODS: The OSTPRE (Kuopio Osteoporosis Risk Factor and Prevention Study) prospective cohort involved all women aged 47-56 years residing in the Kuopio Province, Finland in 1989. Follow-up questionnaires were mailed at five-year intervals. Physical capability questions were first presented in 1994. From these women, we included only completely physically capable subjects at our baseline, in 1994. Physical capability was evaluated with five scale self-reports at baseline and in 2014 as follows: completely physically capable, able to walk but not run, can walk up to 1000 m, can walk up to 100 m and temporarily severely incapable. The prevalences of selected chronic diseases, with a minimum prevalence of 10% in 2014, were compared with the change in self-reported physical capability. Additionally, associations between long-term mortality and baseline physical capability of the whole 1994 study population sample were examined with logistic regression. The correlation of self-reported physical capability with functional tests was studied cross-sectionally at the baseline for a random subsample. RESULTS: Our study population consisted of 6219 Finnish women with a mean baseline age of 57.0 years. Self-reported physical capability showed statistically significant correlation with functional tests. Cardiovascular diseases and musculoskeletal disorders show the greatest correlation with decrease of physical capability. Prevalence of hypertension increased from 48.7% in the full physical capability group to 74.5% in the "able to walk up to 100 metres" group (p < 0.001). Rheumatoid arthritis showed a similar increase from 2.1 to 7.4% between these groups. Higher baseline body mass index (BMI) decreases long-term capability (P < 0.001). Women reporting full physical capability at baseline had a mortality rate of 15.1%, in comparison to 48.5% in women within the "able to walk up to 100 m" group (p = 0.357). Mortality increased steadily with worsening baseline physical capability. CONCLUSIONS: The results of this study show that chronic diseases, particularly cardiovascular and musculoskeletal disorders, correlate with faster degradation of physical capability in the elderly. Similar results are shown for increase in BMI. We also demonstrate that the risk of mortality over a 20-year period is higher in individuals with poor baseline physical capability.


Subject(s)
Musculoskeletal Diseases , Aged , Body Mass Index , Female , Finland/epidemiology , Humans , Middle Aged , Musculoskeletal Diseases/diagnosis , Musculoskeletal Diseases/epidemiology , Prospective Studies , Risk Factors
17.
Eur J Nutr ; 60(2): 821-831, 2021 Mar.
Article in English | MEDLINE | ID: mdl-32462318

ABSTRACT

PURPOSE: To evaluate the association between Baltic Sea diet (BSD) and Mediterranean diet (MED) with frailty. METHODS: This was a secondary analysis on the osteoporosis risk factor and prevention-fracture prevention study on 440 women aged 65-72 years. Frailty was ascertained with the presence of 3-5 and prefrailty 1-2 of the following criteria: weight loss ≥ 5%, low life satisfaction score, walking speed ≤ 0.51 m/s, handgrip strength divided by body mass index ≤ 0.67 kg/m2 and physical activity ≤ 2 h/week. Women answered to questionnaires on lifestyle factors and 3-day food record. BSD score was ascertained using intake of nine and MED score of eight foods or nutrients components from food record. Multinomial logistic regression models adjusted for age, energy intake, smoking, living status, marital status and intervention group evaluated associations between MED and BSD with frailty phenotype status. RESULTS: At 3-year follow-up, 206 women (46.8%) were prefrail and 36 (8.2%) were frail. After adjusting for confounders, a tendency was found between BSD per standard deviation (SD)-unit increase and lower likelihood of frailty (ß = 0.62, 95% CI = 0.38-1.01, P = 0.057). Further, MED per SD-unit increase was associated with lower likelihood of prefrailty (ß = 0.74, 95% CI = 0.6-0.9, P = 0.009). Consumption of vegetables was lower in frail (31.5 ± 36.0 g/day) and prefrail women (37.1 ± 42.0 g/day) than in non-frail women (48.6 ± 40.7 g/day) (P for trend = 0.041). CONCLUSIONS: Positive behavioral characteristics such as following MED and BSD may be associated with lower likelihood of prefrailty and frailty in older women. However, further longitudinal analyses are warranted.


Subject(s)
Diet, Mediterranean , Frailty , Aged , Female , Frail Elderly , Frailty/epidemiology , Frailty/prevention & control , Hand Strength , Humans , Phenotype , Vegetables
18.
Br J Nutr ; 123(7): 826-839, 2020 04 14.
Article in English | MEDLINE | ID: mdl-31910914

ABSTRACT

The aim of the study was to investigate whether the interaction of physical activity (PA) and protein intake is associated with physical function (PF). The women from the Osteoporosis Risk Factor and Fracture Prevention Study (n 610) completed a questionnaire on lifestyle factors and PA and underwent PF and body composition measurements at baseline (BL) and over 3 years of follow-up (3y-FU). PA was categorised according to WHO cut-off PA = 0, 0 < PA < 2·5 and PA ≥ 2·5 h/week. Protein intake was calculated from the 3-d food record at baseline and categorised according to the Nordic Nutrition Recommendations <1·1 and ≥1·1 g/kg body weight (BW). The results showed in univariate ANOVA at the baseline and at the 3-year follow-up, women with high PA ≥ 2·5 h/week and protein intake ≥ 1·1 g/kg BW had higher grip strength adjusted for BMI, higher mean number of chair rises, faster mean walking speed, higher modified mean short physical performance battery score and lower mean fat mass compared with other interaction groups. High PA and protein intake were associated with lower BMI despite significantly higher energy intake. In conclusion, higher PA and protein intake interaction was associated with greater PF and lower fat mass, but the association with relative skeletal muscle index and muscle mass was inconclusive. The present study gives noteworthy information for preventing sarcopenia.


Subject(s)
Adipose Tissue , Body Composition , Dietary Proteins/administration & dosage , Exercise , Aged , Energy Intake , Female , Humans , Muscle, Skeletal , Surveys and Questionnaires
19.
Eur J Nutr ; 59(3): 1181-1189, 2020 Apr.
Article in English | MEDLINE | ID: mdl-31065844

ABSTRACT

PURPOSE: Nordic nutrition recommendations (2012) suggest protein intake ≥ 1.1 g/kg body weight (BW) to preserve physical function in Nordic older adults. However, no published study has used this cut-off to evaluate the association between protein intake and frailty. This study examined associations between protein intake, and sources of protein intake, with frailty status at the 3-year follow-up. METHODS: Participants were 440 women aged 65─72 years enrolled in the Osteoporosis Risk Factor and Prevention-Fracture Prevention Study. Protein intake g/kg BW and g/d was calculated using a 3-day food record at baseline 2003─4. At the 3-year follow-up (2006─7), frailty phenotype was defined as the presence of three or more, and prefrailty as the presence of one or two, of the Fried criteria: low grip strength adjusted for body mass index, low walking speed, low physical activity, exhaustion was defined using a low life-satisfaction score, and weight loss > 5% of BW. The association between protein intake, animal protein and plant protein, and frailty status was examined by multinomial regression analysis adjusting for demographics, chronic conditions, and total energy intake. RESULTS: At the 3-year follow-up, 36 women were frail and 206 women were prefrail. Higher protein intake ≥ 1.1 g/kg BW was associated with a lower likelihood of prefrailty (OR = 0.45 and 95% confidence interval (CI) = 0.01-0.73) and frailty (OR = 0.09 and CI = 0.01-0.75) when compared to protein intake < 1.1 g/kg BW at the 3-year follow-up. Women in the higher tertile of animal protein intake, but not plant protein, had a lower prevalence of frailty (P for trend = 0.04). CONCLUSIONS: Protein intake ≥ 1.1 g/kg BW and higher intake of animal protein may be beneficial to prevent the onset of frailty in older women.


Subject(s)
Dietary Proteins/pharmacology , Fractures, Bone/prevention & control , Frail Elderly/statistics & numerical data , Aged , Diet Records , Dietary Proteins/administration & dosage , Female , Finland , Follow-Up Studies , Geriatric Assessment , Humans , Male
20.
Br J Nutr ; 122(12): 1417-1423, 2019 12 28.
Article in English | MEDLINE | ID: mdl-31530335

ABSTRACT

A healthful diet and sufficient physical activity (PA) are related to several health outcomes. However, there is a paucity of data on the association of PA and dietary pattern with life satisfaction (LS) in the older adults aged ≥65. The present study investigated the independent and combined association of PA and Baltic Sea diet (BSD) score with LS in older Finnish women. Subjects were 554 women aged 65-72 years from the Osteoporosis Risk Factor and Prevention - Fracture Prevention Study. Women reported the hours and type of PA and lifestyle factors via questionnaires and dietary intake using the 3-d food record. Adequate PA was considered according to WHO recommendation: PA = 0, 0 < PA < 2·5 and ≥2·5 h/week. BSD score was categorised as <13 or ≥13 based on the median score. LS was self-reported using LS scale with four items on current 'interest', 'happiness in life', 'ease of living' and 'feelings of loneliness' (range: 4-20, lower score representing higher satisfaction). After adjusting for the confounders, PA was statistically significantly associated with lower LS score (ß coefficient = -0·207, P = 0·001), where women with PA ≥ 2·5 h/week had the lowest LS score followed by women with 0 < PA < 2·5 and PA = 0 (Pfor trend = 0·020). Association between BSD and LS was NS. Only among women with BSD score ≥ 13, but not BSD < 13, PA ≥ 2·5 h/week was statistically significantly associated with lower LS score (mean = 9·3), followed by 0 < PA < 2·5 (mean = 9·9) and PA = 0 groups (mean = 11·8) (Pfor trend = 0·033). In conclusion, adequate PA according to WHO recommendation independently and in combination with higher BSD score may be associated with higher LS in older women.


Subject(s)
Diet , Exercise , Personal Satisfaction , Absorptiometry, Photon , Aged , Body Composition , Bone Density , Densitometry , Female , Finland , Humans , Life Style , Oceans and Seas , Osteoporotic Fractures/epidemiology , Surveys and Questionnaires
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