Plantar pressures are higher in cases with diabetic foot ulcers compared to controls despite a longer stance phase duration

Background

Current international guidelines advocate achieving at least a 30 % reduction in maximum plantar pressure to reduce the risk of foot ulcers in people with diabetes. However, whether plantar pressures differ in cases with foot ulcers to controls without ulcers is not clear. The aim of this study was to assess if plantar pressures were higher in patients with active plantar diabetic foot ulcers (cases) compared to patients with diabetes without a foot ulcer history (diabetes controls) and people without diabetes or a foot ulcer history (healthy controls).

Methods

Twenty-one cases with diabetic foot ulcers, 69 diabetes controls and 56 healthy controls were recruited for this case-control study. Plantar pressures at ten sites on both feet and stance phase duration were measured using a pre-established protocol. Primary outcomes were mean peak plantar pressure, pressure-time integral and stance phase duration. Non-parametric analyses were used with Holm’s correction to correct for multiple testing. Binary logistic regression models were used to adjust outcomes for age, sex and body mass index. Median differences with 95 % confidence intervals and Cohen’s d values (standardised mean difference) were reported for all significant outcomes.

Results

The majority of ulcers were located on the plantar surface of the hallux and toes. When adjusted for age, sex and body mass index, the mean peak plantar pressure and pressure-time integral of toes and the mid-foot were significantly higher in cases compared to diabetes and healthy controls (p < 0.05). The stance phase duration was also significantly higher in cases compared to both control groups (p < 0.05). The main limitations of the study were the small number of cases studied and the inability to adjust analyses for multiple factors.

Conclusions

This study shows that plantar pressures are higher in cases with active diabetic foot ulcers despite having a longer stance phase duration which would be expected to lower plantar pressure. Whether plantar pressure changes can predict ulcer healing should be the focus of future research. These results highlight the importance of offloading feet during active ulceration in addition to before ulceration.

A large number of studies have suggested that plantar pressures are high in people with diabetic peripheral neuropathy (DPN) and in people with a history of diabetic foot ulcers (DFUs) [1–12]. It has been proposed that high plantar pressure predispose people with DPN to develop DFUs [13, 14]. Hence current international guidelines advocate achieving at least a 30 % reduction in maximum plantar pressure to reduce the risk of developing DFUs [13]. While it is accepted that high plantar pressures in people with DPN lead to DFUs and remain high following DFUs, it is not known if plantar pressures are elevated at the time of active DFUs [10]. To complicate the matter, the few studies which have investigated barefoot plantar pressure in people with active DFUs have major inconsistencies in the populations studied and reported results [6, 8, 12, 14–16]. Several studies have investigated heterogeneous cohorts of people either with a history of DFUs or with an active DFU [6, 12, 16], whilst another study only investigated male patients [14]. In addition, some studies have reported plantar pressures in a limited number of sites [8, 15] or alternatively reported aggregated plantar pressure from multiple sites [11, 16]. These inconsistent approaches make it difficult to interpret whether plantar pressures are actually elevated in people with active plantar DFUs [10, 17–19].

In a recent meta-analysis of observational studies, we reported that plantar pressures were not significantly different in people with active DFUs compared to controls with DPN without active DFUs [10]. The result from this analysis may have been due to a lack of statistical power to detect a true difference, or due to the fact that plantar pressures are not significantly different in cases with active DFUs compared to controls [10]. This prospective study investigated a homogenous cohort of people with active DFUs and assessed a number of plantar pressure measures recorded at multiple sites on the plantar surface of both feet. We hypothesised that cases with active DFUs would have higher magnitudes and durations of plantar pressure compared to controls [8, 10]. Therefore, the aim of this study was to assess whether plantar pressures were higher in patients with active unilateral plantar DFUs of >3 months duration (cases) compared to patients without a foot ulcer history (diabetes controls) and patients without a diabetes or foot ulcer history (healthy controls).

Study design and criteria for inclusion

The full protocol for this study is published elsewhere [20]. Cases with type-2 diabetes mellitus and DFUs (DFU group), type-2 diabetes controls (DMC group) and healthy controls (HC group) were recruited for this case-control study [20]. Exclusion criteria for all groups included: (1) orthopaedic, musculoskeletal, vestibular, visual or neurological problems affecting mobility (other than DPN); (2) previous orthopaedic surgical intervention of the lower limb; (3) diabetes types other than type-2 diabetes; (4) peripheral arterial disease defined as an ankle-brachial pressure index (ABPI) of < 0.8 in either limb or a past history of or diagnosis or treatment of peripheral arterial disease; (5) planned vascular reconstructions in the subsequent 12 months; and (6) pregnancy [20]. The exclusion criteria were designed to avoid inclusion of people with problems impacting on mobility that would likely mask the impact of a plantar ulcer on gait.

The DFU and DMC groups were recruited from inpatient wards, outpatient clinics and community health clinics within the Townsville Hospital and Health Service District, Queensland, Australia [20]. The HC group were recruited through community advertising and from staff at the university where the study took place. All participants were recruited in the period July 2012 to May 2014. The study was approved by two human research ethics committees [20].

Sample size calculation and case-control matching

Utilising previous research in patients with DPN without foot ulcers [21], we estimated that 28, 112 and 56 participants were required in the DFU, the DMC and the HC groups, respectively. This was determined using a one-way analysis of variance (ANOVA) with 80 % power, an overall significance of 0.05 adjusted for multiple tests (maximum of 8) to detect a 20 % difference in forefoot plantar pressure, and a ratio of 1 DFU case: 4 DMCs: 2 HCs. We attempted to match the sex and age (to within 5 years) of controls and cases. We selected an age range of 5 years to make recruitment feasible and as we deemed this would be sufficient to reduce any impact that differences in the ages of cases and controls may have on the outcomes.

Anthropometric and clinical assessments

All anthropometric and clinical measurements were performed according to previously published protocols [20]. The same assessor (MEF) carried out all assessments. Briefly, height was assessed using a wall mounted telescopic metal stadiometer (Seca model 220, Seca Scales, Hamburg, Germany). Body weight was measured using bioelectrical impedance scales (TANITA TBF 521, TANITA Corporation, Illinois, United States of America). Body Mass Index (BMI) was calculated by dividing the participant’s body mass (kg) by the square of the participant’s height (m). A standardised metal measuring tape (KDS F10-02, Muratech-KDS Corporation, Osaka, Japan) was used to assess hip and waist circumference while the participant stood in a relaxed positon with feet together and arms freely hanging to the side. Good-to-excellent reproducibility (concordance correlation coefficients between 0.999 [95 % Confidence Interval (CI): (0.999-0.999)] and 0.998 [95 % CI: (0.995–0.999)]) have been reported for all measurements [20].

Foot structure and the presence of orthopaedic foot abnormalities were assessed in all participants by a trained podiatrist (MEF). Lesser toe deformities, foot abnormalities and arch contours of the feet along with presence and grade of hallux abducto valgus (HAV) deformity were assessed [22], utilising a set protocol and recognised standards of assessment as described previously [20]. An extensive account of the methodology used to assess ABPIs, the monofilament score, Michigan Neuropathy Symptom Score (MNSI), Physical Assessment Score and haematological markers, specifically glycated haemoglobin A1C) (HbA1C) and estimated glomerular filtration rate (eGFR) is reported in our published protocol [20].

Assessment of plantar pressure and stance phase duration

A Footscan® pressure plate (RSScan International, Olen, Belgium) was used for plantar pressure assessment. This plate was 2 m in length, 0.4 m in width and contained 16384 sensors, with individual sensor dimensions of 0.0076 m x 0.0051 m. All pressure data were captured at a rate of 100 Hz. The three step approach to capturing data was chosen [23]. This method has been previously validated and involves each participant taking two steps before landing on the pressure plate [23]. A standard protocol for collecting dynamic barefoot plantar pressure data was established prior to commencing data collection [19, 20]. We did not use a walkway during gait and did not adjust stepping preference. Instead stepping preference was controlled by asking participants to start walking with the dominant foot throughout and by commencing from the same distance away from the platform. Participants were given time to familiarise themselves with the protocol. Briefly, this protocol included using five gait assessments per participant as reported in previous literature [24].

Footscan® processing software (version 8.01) was used to mask each electronic footprint into ten sites. The locations included the plantar surfaces of the hallux, toes 2–5, metatarsal one, metatarsal two, metatarsal three, metatarsal four, metatarsal five, the mid-foot, the lateral rear-foot and the medial rear-foot (see Fig. 1) [19]. Current debate exists as to which plantar pressure measure is most appropriate for investigating people at risk of DFUs [24]. Therefore we measured a range of different plantar pressure outcomes including: mean peak pressure (mpp) in N/cm² which quantifies the magnitude of pressure; pressure-time integral (pti) in Ns/cm² which quantifies the duration and magnitude of pressure; maximum sensor pressure (msp) in N/cm² and the contact area in cm². The stance-phase duration (length of time in milliseconds that the feet were in contact with the platform) during plantar pressure assessment was recorded and averaged for the five selected trials for each participant as a surrogate measure of gait speed [25].

Example of allocation of masks to plantar sites. Legend: T1 = toe 1, T2-5 = toes 2 to 5, M1 = metatarsal 1, M2 = metatarsal 2, M3 = metatarsal 3, M4 = metatarsal 4, M5 = metatarsal 5, MF = mid-foot, HM = medial heel, HL = lateral heel

Full size image

The mpp and pti and stance phase duration were considered as primary outcome measures. The maximum sensor pressure and contact area were considered as secondary outcomes. These measurements were reported by the software for the left and right foot for each participant during barefoot gait [20]. We have previously reported the reproducibility of plantar pressure assessments [19]. Mpp and pti measurements assessed at most anatomical locations typically resulted in coefficients of variations (cvs) below 30 % and were more reproducible than msp measurements [19].

Statistical analysis

SPSS 20.0 for Windows (SPSS Inc., Illinois, United States of America) was used for statistical analyses. Non-parametric analyses were selected as the majority of continuous data were not normally distributed. A p-value of <0.05 was used throughout as an indicator of statistical significance. Descriptive statistics were reported by groups for continuous and categorical variables and consisted of sample size, median and interquartile range [IQR] or numbers and percentages (%). These were statistically compared between the three patient groups initially, followed by post hoc (between two-group) tests. Diabetes related outcomes (HbA1c, diabetes duration, overall monofilament score, MSNI scores, eGFR and insulin use) were only compared between the DFU and DMC groups. We used the Kruskal-Wallis test and the Mann-Whitney U test or the Pearson’s chi-square tests. We only used the Fishers exact test, if expected frequencies were less than or equal to five for categorical outcomes.

To test our main hypothesis, the plantar pressure data for the ulcerated foot in cases were compared to the average plantar pressures from the left and right foot in the appropriate control group. Initial comparisons of the primary outcomes (mpp, pti and stance phase duration) and secondary outcomes (contact area and msp) were performed using the Kruskal-Wallis test, followed by post hoc comparisons using the Mann-Whitney U test. We also carried out paired analyses between the relevant descriptive factors and outcome measures of the ulcerated and non-ulcerated feet of the DFU group using the Wilcoxon Signed Rank and McNemar’s tests. As multiple outcomes were tested in this study, we corrected the p-values from primary and secondary outcome test results using the Holm step-wise correction [26]. Stance phase duration was not corrected. Between two-group comparisons were reported as estimated differences in the median (Δ) with 95 % CIs using Hodges-Lehmann estimates from ranks [27].

Binary logistic regression analyses were used to adjust all significant post-hoc comparison outcomes for age, sex and BMI. Odds Ratios (ORs) and 95 % CIs of binary logistic regression results were computed; significant differences were flagged and reported within Additional file 1. Only outcome data which was significant after correction and adjustment were reported in the results section of the paper and within the main data Tables. All other data (including secondary outcome data) were reported in Additional file 1. In addition to estimated differences in the median, Cohen’s d (standardised mean difference) was calculated for all variables which remained significant after adjustment and correction, to assess their effect size using a revised formula for skewed data: Cohen’s d = median 1-median 2/pooled IQR [28]. Effect-size magnitudes were used to estimate the degree of difference [29]. The size of the difference was graded based on Cohen’s d as: <0.10 trivial difference; 0.10–0.20 small difference; 0.20–0.60 medium difference; 0.60–1.20 large difference and ≥1.20 a very large difference [29].

Participant recruitment and statistical power

From 208 participants that were screened for the study, 146 were recruited. This included 21 in the DFU group, 69 in the DMC group and 56 in the HC group. Due to difficulty in recruitment, a 1:3:3 matching process replaced the originally planned 1:4:2. A post-hoc power test on this recruited sample suggested a power > 80 % remained using the assumptions of the other sample size calculation.

Demographic, clinical and foot characteristics

The demographic and clinical characteristics of the participants are displayed in Table 1. The DMC group was older than the HC group (p < 0.05). The two diabetes groups had more males, a greater weight and BMI compared to the HC group (all p < 0.05). The DFU group also had a longer diabetes duration, more insulin use, lower eGFR and higher MNSI neuropathy scores than the DMC group (all p < 0.05). The foot morphological characteristics are reported in Table 2. No significant difference in foot characteristics existed between the three groups, except hammertoe deformity which was more commonly present in the DFU group compared to the DMC and HC groups (p < 0.01). There were also no significant difference in foot characteristics when comparing ulcerated and non-ulcerated feet within the DFU group (see Table 2). The plantar ulcer locations of the DFU group were at the lateral heel (n = 2), mid-foot (n = 3), medial forefoot (n = 2), central forefoot (n = 1), lateral forefoot (n = 1), apex of lesser digits (n = 5), and hallux (n = 7).

Primary outcomes

All primary outcome data are reported in Table 3 and in more detail in Additional file 1. The DFU group had significantly higher mpp and pti of the toes 2–5 and mid-foot sites compared to the DMC and HC groups (all p < 0.05). The mpp of metatarsal 1 was also significantly higher in the DFU group compared to the HC group (p < 0.05). The DFU also had significantly longer stance phase duration compared to the DMC and HC groups (p < 0.05).

Secondary outcomes

All secondary outcome results and paired analyses results are reported in Additional file 1: Tables S2, S3, S4, S5, S6 and S7. The DFU group had higher msp of toes 2–5 and higher contact areas of the mid-foot and metatarsal 1 compared to both the DMC group and the HC group (p < 0.05). The DFU group had a higher msp of the mid-foot compared to the DMC group (p < 0.05). None of the plantar pressure outcomes were statistically significant between the ulcerated and non-ulcerated feet after correction in paired analyses (see Additional file 1: Tables S6 and S7).

To the best of our knowledge this is the first prospective study to have simultaneously examined such an extensive assessment of plantar pressures in a homogenous group of people with active DFUs [20]. Our primary results show the mpp (representing magnitudes of plantar pressure) and the pti (representing the duration and magnitude of plantar pressure) at toes 2–5 and the mid-foot were significantly higher in cases with DFUs compared to both control groups. Eight out of twenty-one ulcers in cases occurred at these plantar sites. Secondary results show the msp at the toes and the contact area of the mid-foot were also significantly higher in cases with DFUs compared to both controls. These findings occurred despite a longer stance phase duration representing slower gait speed in cases with DFUs. Consistent with our hypothesis, although cases with DFUs walked slower, their forefoot plantar pressures (especially at toes 2–5) were significantly higher compared to controls without DFUs.

The plantar pressure data in our diabetes control group were similar to that of a previous study that used the same plantar pressure platform [30]. We chose not to control gait speed in our participants as it has been reported that people with diabetes walk more cautiously than healthy controls [31]. However, previous studies have identified that gait speed can significantly alter the distribution and magnitude of plantar pressures [32, 33]. Faster gait speeds (i.e. shorter stance phase durations) have been shown to increase plantar pressure at the heel, medial and central forefoot and the toes 2–5 while decreasing plantar pressure beneath the mid-foot and lateral forefoot [32, 33]. This has been termed a medialisation of the loading pattern [33]. Conversely, a slower gait speed, as denoted by the longer stance phase duration, would be expected to produce higher plantar pressures beneath the mid-foot and lateral forefoot but lower plantar pressures at all other sites.

While our finding of elevated mid-foot pti and mpp in cases is consistent with a slower walking speed, our finding that mpp was elevated beneath toes 2–5 is counter to this effect. Therefore, despite a longer stance phase, higher plantar pressures still occur in cases with active DFUs. In a previous meta-analysis we proposed a ‘guarded gait strategy’ may be used by people with active DFUs to reduce plantar pressure acting on the ulcerated foot [10]. Our current findings however are contrary to the presence of a ‘guarded gait strategy’ which would have resulted in lower plantar pressure in our cases. Our findings suggest that a longer stance phase is inadequate to lower the plantar pressure beneath the ulcerated foot during gait [34]. Many factors such as severity of DPN, foot deformity, excess weight and altered gait patterns have all been implicated as potential causes of elevated plantar pressure in people with DFUs [14, 31].

A study by Stokes et al. (1975) suggested a mechanical aetiology to DFUs in people with DPN [6]. They reported that plantar DFUs may occur at sites of maximal load in people with DPN [6]. They also reported that there was a lateral shift of the maximum pressure on the forefoot and a decrease in the plantar pressure of the toes in people with DPN [6]. Conversely, our study demonstrated higher plantar pressures beneath toes 2–5 in cases with active DFUs. This finding may be due to several reasons including the use of more modern equipment with greater sensitivity and greater spatial resolution in our study, or the differences in the populations studied. Stokes et al. had a heterogeneous cohort with only two participants with active DFUs while all our twenty-one cases had active plantar DFUs.

Several DFUs in our cases were located in the toe region. A significantly higher proportion of participants in the DFU group also had a hammer-toe deformity of the lesser toes. A recent study by Barn and colleagues investigated predictors of barefoot plantar pressure in people with DPN with a history of DFUs [35]. Barn and colleagues found that the presence of local deformity (such as toes and foot deformities) were the largest contributing factors to raised barefoot dynamic plantar pressure in their population [35]. The presence of hammer-toe deformity was the largest single contributor towards elevated plantar pressure at the lesser toes [35], consistent with other research [14, 36]. It is possible that the higher plantar pressures seen in the cases in our study may have been associated with the presence of hammer-toe deformity as it has been previously associated with an increased risk of ulceration due to mechanical load placed on toes during gait [37]. Interestingly, no differences in plantar pressures were observed between the ulcerated and non-ulcerated feet in paired analyses and this may have been due the high number of bilateral toe deformities in our cases. In our study, the severity of Hallux Abducto Valgus deformity was not different between groups which align with Barn and colleagues findings that the presence of Hallux Abducto Valgus was not a predictor of plantar pressure [35]. Additionally, all other foot characteristics showed no differences between groups or within cases, suggesting that unlike hammer-toe deformities, other foot characteristics may have a lesser effect on plantar pressure [14, 17, 38].

The pti is defined as the area under the peak–pressure–time curve and has been used to study ulceration because it incorporates pressure as well as time, both of which are suggested to be important in DFU formation [15, 39]. In agreement with the view that reporting the pti in addition to the mpp may be counterproductive [9, 24, 40], the results from our study demonstrate that both the pti and the mpp were significantly higher at toes and at the mid-foot in cases with DFUs compared to either control group. Conversely, the effect-sizes of the differences in pti measurements were much larger compared to those of mpp. This observation is consistent with a recent study in people with DPN without DFUs that identified pti was significantly higher in five out of ten possible regional comparisons, as opposed to the mpp, which was significantly higher only in three out of ten comparisons [41].

Another study reported that the difference in pti between the metatarsal heads and the hallux was far greater in people with DFUs compared to controls without DFUs [15]. Bacarin et al. have also previously found that people with DPN and a history of DFUs have a significantly higher pti at the mid-foot after controlling for gait speed [42]. Currently, what the pti represents in the context of ulceration is still uncertain [24]. A longitudinal analysis of both the pti and mpp measurements in a cohort of people with healing and non-healing DFUs may provide information regarding the importance of these two parameters on ulcer healing [15, 20]. For example, it may be possible that one parameter may be more predictive of ulcer healing. A longitudinal analysis will also provide observations regarding the variability of plantar pressures in cases with DFUs when compared to controls without DFUs over-time [23].

In contrast to the findings of the current study, Sauseng et al. found that the maximum plantar pressure and contact area was higher at plantar metatarsal 1 but was lower at metatarsal 4, metatarsal 5 and at the mid-foot in people with DFUs compared to controls [15]. The different findings in the current study may be due to a number of factors. Firstly, in the current study plantar pressures were examined in 10 locations in both feet however Sauseng et al. only studied seven locations [15]. Sauseng and co-workers pooled plantar pressure data from the ulcerated and non-ulcerated feet of cases, debrided plantar callus prior to plantar pressure evaluation, and did not report gait speed or stance phase duration. They also studied a group of patients with very few DFUs occurring at toes 2–5 as a majority of the DFUs were located on the plantar surfaces of the metatarsals in their study [15]. Nevertheless, the results from Sauseng and co-workers are in alignment with our results in indicating that ulcer location is an important predictor of the site of high plantar pressure and that higher plantar pressure may occur at ulcer sites in people with DFUs. Interestingly, Sauseng and co-workers found that the mpp at the hallux was not higher in people with DFUs compared to controls, despite the fact that some DFUs occurred at the hallux, which was also the case in our study [15]. We were unable to show any difference in the range of motion of the first metatarsophalangeal joint between groups in our study. The reason why we were unable to see higher plantar pressures at the hallux in people with DFUs may be due to the fact that they were able to limit the amount of loading on the hallux using the available range of motion at the first metatarsophalangeal joint. This is consistent with our finding of higher mpp at this site in our cases compared to healthy controls.

Plantar pressures are theoretically the result of the vertical force exerted on the foot during gait divided by the contact area. Therefore, assuming that the spatial resolution of the sensors were adequate and the plantar skin surface was completely in contact with the pressure platform during measurement [17], either vertical ground reaction force has to increase, or the total contact area for a given site has to decrease in order for plantar pressure to be elevated. We have demonstrated increased plantar pressures and larger contact areas in cases with DFUs. These results highlight that vertical ground reaction forces are also likely to be significantly elevated in cases with DFUs. This is consistent with recent findings in the same cohort [43]. To our knowledge, although it is often speculated, increased ground reaction forces have not been previously reported in people with active DFUs until recently [43]. These findings suggest that people with active DFUs experience significantly higher mechanical stresses during gait. On the other hand, while plantar pressures represent only the vertical component of the applied tissue stress, shear-forces are also a crucial consideration in the formation of DFUs [41]. As the same local area under the foot can experience stresses in opposite directions, investigation of shear forces in cases with DFUs will provide further information regarding tissue stresses [44]. The increased contact areas observed in our cases at several sites is in agreement with the idea that ground reaction forces other than the vertical force (i.e. shear forces) may also be important in DFU formation [41]. This is consistent with the finding that shear forces in the anterior–posterior direction during gait in the same cohort of people with DFUs was significantly higher than in controls [43]. Future studies should focus on assessing shear-pressures, especially at sites of active ulcers.

Our study has a number of limitations and strengths. We were unable to adjust all our analyses for multiple factors such as foot deformities, arch type and neuropathy severity due to relatively small group sizes. We examined barefoot gait rather than shod gait and purposefully did not control gait speed as we wanted to examine the natural gait characteristics of our participants. We believe that by imposing minimal constraints, the observed gait would be consistent with the participant’s everyday gait pattern. We used stance phase duration as a surrogate measure of gait speed. We were, however, unable to focus our investigation on individual ulcer sites due to a small sample-size and resultant lack of statistical power and this area still requires investigation. We believe that our findings, however, are consistent with plantar pressures representative of a majority of cases who had DFUs in the forefoot region. There are differences in plantar pressure values obtained using different platforms with different resolutions and various methods of assessment, which is a clear limitation in the field [45]. Our plantar pressure results seem to be lower than other values reported in the literature, but are consistent with others using the same platform to assess participants with diabetes [30]. The strengths of our study include the use of reproducible methodology to capture plantar pressure, reporting the reproducibility of plantar pressure acquisition prior to this study [19] and the use of a conservative statistical approach.

In summary, this study has demonstrated that plantar pressures are higher in cases with active unilateral diabetic foot ulcers compared to diabetes and healthy controls without ulcers. Higher plantar pressures occurred in cases despite a longer stance phase duration which would be expected to lower plantar pressures. This highlights the importance of offloading feet during active ulceration to overcome the mechanical impact of elevated plantar pressures on ulcerated tissue. Evaluating plantar pressures throughout ulcer progression may provide further clarity on the relationship between plantar pressures and the mechanical stresses experienced by patients with active foot ulcers.

Abpi:

Ankle brachial pressure index

Ca:

Contact area

DFU:

Diabetes foot ulcer

DPN:

Diabetic Peripheral Neuropathy

Mpp:

Mean peak plantar pressure

Msp:

Maximum sensor pressure

PAD:

Peripheral Arterial Disease

Pti:

Pressure-time integral

Rom:

Range of motion

Vgrf:

Vertical ground reaction force

The authors would like to acknowledge the participants of this study for their cooperation, dedication and involvement. The authors would also like to thank Ms. Diane Chandler, Ms. Elizabeth McDonald, Ms. Danielle Moore, Mrs. Janine Lemcke, Dr. Maheesha Seneviratne and Ms. Toni Wright for assistance with study appointments and data-entry. A special thanks to Ms. Glenys Standley and Ms Bobbie Chandler for assistance with database entries. The authors wish to also thank the wonderful administration staff at the Rehabilitation and Exercise Sciences Building, James Cook University for assistance with study-appointments.

Funding

Funding from the Department of Health, Queensland Government under the Health Practitioner Research Grant Scheme (2013–2014), the Graduate Research School and College of Medicine, James Cook University and the National Health and Medical Research Council supported this work. SW holds a Research Fellowship from the Queensland Government. JG holds a Practitioner Fellowships from the National Health and Medical Research Council, Australia (1019921). JG holds a Senior Clinical Research Fellowship from the Queensland Government. MF is currently supported by an Australian Postgraduate Award Scholarship at James Cook University and a scholarship from College of Medicine, James Cook University.

Availability of data and materials

“The dataset supporting the conclusions of this article is available in the Tropical Research-hub depository in https://research.jcu.edu.au/researchdata/default/detail/ea3da66e142a9a6e3f37591e3fa3b63c/.”

Authors’ contributions

MF was the principal investigator of the study, conceived the study, carried out subject recruitment and data collection, led data extraction, analysis, interpretation and write-up and performed all analyses. RC assisted with data collection methods, trained MF in carrying out all biomechanical assessments, provided expertise in methods and procedures, and assisted in data interpretation, edited the manuscript for publication and assisted with figures. PL provided intellectual input regarding study planning and methods and the interpretation and presentation of data and edited the manuscript for publication. KS provided clinical expertise on diabetes subjects and research methods, assisted with subject recruitment and edited the manuscript for publication. SW assisted with data extraction, interpretation and presentation and provided subject-specific expertise on plantar pressure measurement and edited the paper. PB assisted with study planning, sample-size calculations, data analyses, provided expertise on the statistical methodology of the paper and edited the paper. JG assisted with study methodology and implementation, assisted with subject recruitment and data interpretation, provided expertise on data analyses and reporting of results and contributed to writing and editing of the manuscript for publication and provided overall guidance and direction to the study. All authors read and approved the final manuscript.

Competing interests

The authors declare that they have no competing interests.

Consent for publication

Not applicable.

Ethics approval and consent to participate

The study was approved by two human research ethics committees; The Townsville Hospital HREC and the James Cook University HREC, approval numbers HREC/12/QTHS/77 and H4693 respectively. Written informed consent was obtained from all participants.

Affiliations

1. Vascular Biology Unit, Queensland Research Centre for Peripheral Vascular Disease, College of Medicine and Dentistry, James Cook University, Townsville, Qld, 4811, Australia
   • Malindu E. Fernando
   •  & Jonathan Golledge
2. Sport and Exercise, School of Health and Wellbeing, University of Southern Queensland, Ipswich, QLD, Australia
   • Robert G. Crowther
3. Department of Diabetes and Endocrinology, The Townsville Hospital, Townsville, QLD, Australia
   • Kunwarjit S. Sangla
4. Allied Health Research Collaborative, Metro North Hospital & Health Service, Queensland Health, Brisbane, Australia
   • Peter A. Lazzarini
5. School of Clinical Sciences, Queensland University of Technology, Brisbane, Australia
   • Peter A. Lazzarini
   •  & Scott Wearing
6. Department of Vascular and Endovascular Surgery, The Townsville Hospital, Townsville, QLD, Australia
   • Jonathan Golledge
7. Podiatry Service, Townsville Community Health Service , Townsville, QLD, Australia
   • Malindu E. Fernando
8. Movement Analysis Laboratory, Sport and Exercise Science, James Cook University, Townsville, Australia
   • Malindu E. Fernando
9. Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, QLD, Australia
   • Scott Wearing
10. Centre for Chronic Disease Prevention, James Cook University, Cairns, QLD, Australia
    • Petra Buttner
11. Tropical Health Solutions Pty Ltd., Townsville, QLD, Australia
    • Petra Buttner

Corresponding author

Correspondence to Malindu E. Fernando.

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