Major adverse foot events and functional mobility deficits associated with diabetic neuropathy and nephropathy
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, ... Abstract
Aim: The purpose is to determine the risk ratios (RR) for both major adverse foot events (MAFEs) and the presence of moderate and severe functional mobility deficits in participants with diabetic peripheral neuropathy across the stages of chronic kidney disease (CKD).
Methods: We studied 284 participants with diabetes mellitus, peripheral neuropathy, and CKD. MAFEs including foot fracture, ulcerations, Charcot neuropathic arthropathy (CN), osteomyelitis, and minor foot amputations were collected from foot x-ray reports in the medical records of 152 participants; functional mobility deficits were assessed in 132 participants using the modified physical performance test (mPPT). Moderate mobility deficit was categorized as mPPT scores 22-29 and severe mobility deficit as < 22. Unadjusted and adjusted (age, body weight, race, HbA1c) RR were calculated across each stage of CKD, with stage 1 CKD used as the reference group.
Results: The RR for neuropathic foot fracture, CN, and diabetic foot ulceration remained consistent across CKD stages. The RR of minor amputation is greater in CKD stages 4 and 5. The RR of moderate or severe mobility deficit is greater in CKD stages 3 and 5 and in CKD stages 3, 4, and 5, respectively. An inverse association was observed between MAFE prevalence and mPPT scores across CKD stages.
Conclusion: Major adverse foot events and functional mobility deficits are prevalent in individuals with DPN and diabetic kidney disease. The risks for minor foot amputation and functional mobility deficits increase as early as stage 3 CKD and increase further in stages 4 and 5.
Keywords
INTRODUCTION
Peripheral neuropathy affects millions of individuals worldwide. The lifetime prevalence of peripheral neuropathy is estimated to be 50% among individuals with diabetes mellitus and this prevalence tends to increase with the duration of diabetes[1]. Diabetic peripheral neuropathy (DPN) typically affects the distal extremities (feet and hands) and is, therefore, recognized as one of the incipient contributors to major adverse foot events (MAFEs) including foot fracture, ulcerations, Charcot neuropathic arthropathy (CN), osteomyelitis, and minor foot amputations or foot bone resections. MAFEs can singularly and collectively lead to major lower extremity amputation[2-5], which in turn can severely compromise an individual’s functional mobility and quality of life[6].
Diabetic nephropathy, a form of chronic kidney disease (CKD), is another major complication of diabetes mellitus, with a reported occurrence in 20%-50% of those with diabetes[7,8]. Like DPN, diabetic kidney disease progresses in severity with diabetes duration. The severity of renal compromise in diabetic kidney disease can be estimated based on the rising serum creatinine levels to estimate the glomerular filtration rate (eGFR)[9] with further classification of phenotypes based on urinary albumin concentration[10]. The eGFR reflects the degree of renal impairment and is classified into five stages, with stage 5 signifying the most severe renal impairment [National Kidney Foundation. Kidney Disease: The Basics 2022. Available from: https://www.kidney.org/news/newsroom/fsindex#fast-facts.] As both DPN and CKD progress in severity, they combine to lead to poor clinical outcomes and progressive disability[11,12].
DPN combined with diabetic kidney disease progression may be the root causes of both MAFEs and early functional mobility deficits in individuals with diabetes mellitus, though this has not heretofore been demonstrated. Therefore, the purpose of this study is to describe the frequency and relative risk for major adverse foot events and functional mobility deficits in those with DPN across the stages of CKD.
METHODS
MAFEs study design
Data from two separate studies were utilized for the analyses presented in this manuscript. The first study involved participants identified via a retrospective electronic medical chart review of patients in the Atrium Health Wake Forest Baptist Health System diagnosed with diabetes mellitus (DM), peripheral neuropathy, and CKD stages 1-5 from 2012-2021[13]. The aim was to capture at least 25 individual medical records of patients with diabetes mellitus and peripheral neuropathy in each of the five stages of CKD. Our aim of 25 records selected from each stage of CKD was based on the feasibility of time allotted for completing data collection and an estimate of the sample size required to observe a difference in the outcomes of interest between participants with stage 1 CKD and stage 5 CKD[13]. Moreover, the inclusion criteria called for all study participants to have undergone a minimum of one foot x-ray and a comprehensive metabolic panel (CMP). The foot x-ray aimed to detect the presence of MAFEs, while the CMP was needed to obtain the serum creatinine concentration for calculating the eGFR and determining the CKD stage. Following the search, a confidential participant identification number was assigned to the medical record number (MRN) of each patient and this information was then recorded in a REDCap database. The study protocol was reviewed and approved by Wake Forest School of Medicine institutional review board (IRB00056905I) and was exempt from obtaining participant informed consent.
Demographics and participants
Patient demographic characteristics were extracted, including age (determined at the time of foot x-ray), weight, height, body mass index (BMI), sex, race, diabetes diagnosis (type 1 or 2), peripheral neuropathy (yes or no), and dates of both the CMP and foot radiographs.
Comprehensive metabolic panel
The serum creatinine (Cr) concentration obtained from the Comprehensive Metabolic Panel (CMP) was then used in the CKD-Epi equation to estimate the glomerular filtration rate (eGFR)[9]. The eGFR was used to stage the CKD severity between stages 1-5[11].
Evidence of peripheral neuropathy
Each patient’s electronic medical record was searched for evidence of having peripheral neuropathy. It was recorded as yes/present or no/absent. Typically, the presence or absence of peripheral neuropathy was found in the Past Medical History section or, when not clear, in the actual Provider’s noted objective assessment (e.g., documented as a loss of protective sensation)[14].
Major adverse foot events
The clinician reviewer (M.A.J.) also recorded verbatim the radiologists’ reports of MAFEs from the medical record, including any documentation of foot fracture, Charcot neuroarthropathy, ulceration, and/or osteomyelitis, as well as any minor foot amputation (i.e., partial/complete toe amputation, partial/complete ray amputation, or transmetatarsal amputation) identified via plain film radiography. The presence of each MAFE was coded individually across participants to capture those with more than 1 MAFE. The presence of each MAFE was used to analyze the prevalence of MAFEs across progressive CKD stages.
Functional mobility deficits study design
The second study involved a prospective cohort study of participants with DPN. The main focus of our analysis was the participants with DPN and various stages of CKD to determine the impact of CKD on the performance of functional mobility tasks. Participants were recruited from the Washington University School of Medicine Diabetes Clinic, Washington University’s Volunteers for Health, the Center for Community Based Research, and the surrounding St. Louis Community. Study inclusion criteria included individuals with a diagnosis of diabetes mellitus and evidence of PN. DM status was based on subjects’ report of a diagnosis of DM from a physician, confirmation of medication usage for DM (e.g., insulin, oral hypoglycemic agents, or both), and verification of glycated hemoglobin (A1C) levels. Participants were excluded from the study if they presented with any acute illness or hospitalization within the past 6 months, had any active infection, had prior botulinum toxin injections, or major lower extremity amputation (transtibial or transfemoral), had any serious health (e.g., stroke, Parkinson’s Disease) comorbidity, or had or were taking medication that would limit participation in physical-activity testing (e.g., congestive heart failure, angina pectoris). All participants gave their signed informed consents based on the protocol that was approved by the Human Research Protection Office’s institutional review board at Washington University School of Medicine in St. Louis, Missouri, United States (IRB ID#: 201511058). All testing took place in a single testing session.
Assessment of peripheral neuropathy
The presence or absence of PN in each participant was assessed through light touch (pressure) at 7 locations (great toe, metatarsal heads 1 through 5, and the heel) on non-callused plantar surfaces of each foot using multiple thicknesses of Semmes Weinstein monofilaments at participant's initial clinical visit[14]. Each participant was asked to shield or close their eyes from viewing their feet. The monofilament was depressed against the plantar surface of the foot just hard enough to cause a single noticeable bend in the monofilament. The participant was asked to respond yes every time the monofilament was applied. The monofilament was applied 10 times at each location and the participant was given time to respond to each pressure/light touch application. Participants unable to accurately feel the 5.07/10-gram filament at any single location were graded as absent protective sensation and were considered to have PN[15].
Modified physical performance test
The modified physical performance test (mPPT) was used to assess physical function and determine the classification of physical deficit. The mPPT is based on the Physical Performance Test originally described by Reuben et al.[16-17]. Tasks include lifting a book to an overhead shelf, donning and doffing a lab coat, picking up a coin from the floor, walking 50 feet, climbing 1 flight of stairs, climbing 4 flights of stairs, performing 5 sit-to-stand transfers from a 16-inch chair height, turning 360 degrees while standing, and standing balance (tested in side-by-side, semi tandem and tandem standing, as tolerated). The 9-item mPPT mimics activities of daily living and correlates well with disability and frailty[18-19].
Each item is scored from 0 to 4 based on the time in seconds to complete each task[19]. Each task is performed twice, and the average time is used to score the task. The maximum score is 36 points. Those with DPN and CKD were stratified into frailty classifications based on mPPT scores: mild to no functional mobility or performance deficits and mild to no physical frailty (mPPT = 30 to 36); moderate functional mobility or performance deficits and moderate frailty with scores between 22 to 29); and severe functional mobility or performance deficits and severe frailty with scores of 21 or less. The functional mobility deficit scoring is consistent with the work by Reuben et al. using the original PPT[16,17], in which a score of 29 or lower indicated a level of function below the 75th percentile of community-dwelling adults, and a score of 21 or lower indicated function below the 25th percentile of community-dwelling adults. Interrater reliability, validity with other functional assessments, and predictive validity of lack of independence and mortality have been reported previously for both the PPT and the mPPT[20,21]. The mPPT has been reported to have a test-retest reliability of 0.964, and individual items have a reliability of 0.51 to 0.99 and a Cronbach alpha of 0.785[20,21].
Ankle-brachial index
In a small subset of participants of the functional mobility deficits study, we assessed the ankle-brachial index (ABI) of either the right or left dorsalis pedis artery (ankle) and ipsilateral brachial artery (arm) using an appropriately sized cuff and Doppler to detect systolic blood pressure[22]. ABI values were considered normal, with values ≥ 0.80 and ≤ 1.30. ABI values ≤ 0.80 were deemed mild to moderate peripheral artery disease (PAD), while ABI values ≥ 1.30 were considered to have incompressible pedal vessels due to calcification.
Statistical analyses
Statistical analyses were performed using IBM SPSS software v29 (IBM Corp., Armonk, NY, USA). Continuous variables were expressed as the mean value with its standard deviation. Categorical variables were expressed as frequencies or percentages. For the MAFE and mPPT datasets, risk ratios and 95% confidence intervals (95%CI) were calculated in separate models. For the MAFE dataset, we assessed the risk of sustaining each of the five MAFEs in each stage of CKD, with stage 1 CKD (no kidney disease) used as the reference group. Similarly, we assessed the risk of scoring moderate physical deficit (mPPT 22-29) or severe physical deficit (mPPT score < 22) on the mPPT in each stage of CKD. In addition, we evaluated risk ratios adjusted for age and body weight for each MAFE and mPPT category across CKD levels using multinomial logistical regression. The dependent variables were presence/absence of the MAFE or mPPT categorization. The independent variable was CKD stage, with age and body weight included as covariates. Stage 1 CKD was used as the reference group for all risk ratio analyses. An alpha value of 0.05 indicated significant findings.
RESULTS
A total of 284 participants were included in this study, with 152 records from participants in the MAFE study and 132 participants from the functional mobility study. Table 1 shows the physical characteristics of all participants from the two studies combined, separated by study design and separated by CKD stage. There were differences in age across CKD stages, with stage 1 CKD participants being younger than all other stages and stage 5 younger than stage 4 participants. There were no differences in height, body weight, body mass index, sex distribution, diabetes phenotype, diabetes duration, ABIs, or percentage of HbA1c among study cohorts or stages of CKD. Significant differences in racial distribution were observed, with a larger proportion of Black Americans identified in the sample with stage 4 and 5 CKD. There were no differences in anti-diabetic medication use between the study cohorts, but there were differences in the anti-diabetic medications used across the stages of CKD. There was more exogenous insulin use and less OHA use in the severe stages of CKD compared to the earlier stages of CKD. Table 2 shows the frequency, unadjusted risk ratios, and 95% confidence intervals (95%CI) for each MAFE and the presence of moderate or severe mPPT scores by CKD stage. Table 3 shows the frequency and adjusted (age, body weight. race and HbA1c) risk ratios and 95%CIs for each MAFE and the presence of moderate or severe mPPT scores.
Physical characteristics of all participants combined
| All CKD (n = 284) | MAFE study (n = 152) | mPPT study (n = 132) | CKD stage 1 (n = 70) | CKD stage 2 (n = 89) | CKD stage 3 (n = 57) | CKD stage 4 (n = 36) | CKD stage 5 (n = 32) | P-value | |
| Age, years | 60.4 (11.5) | 62.1 (11.3) | 60.4 (11.5) | 52.2 (10.7) | 61.8 (10.5) | 64.7 (10.0) | 67.0 (9.9) | 59.9 (10.0) | < 0.001 |
| Sex, % male | 54.2% | 44.7% | 65.2% | 50% | 59.6% | 50.9% | 61.1% | 46.9% | 0.531 |
| Height, cm | 179.2 (23.1) | 165.4 (29.4) | 175.7 (10.8) | 174.1 (12.3) | 169.9 (27.8) | 168.5 (24.7) | 167.1 (30.5) | 168.9 (11.7) | 0.558 |
| Body weight, kg | 96.9 (22.6) | 92.4 (23.6) | 102.1 (20.3) | 100.9 (23.6) | 97.2 (21.6) | 97.2 (22.9) | 96.9 (20.2) | 86.4 (23.5) | 0.057 |
| Body mass index, kg/m2 | 32.6 (7.3) | 32.2 (8.4) | 33.0 (5.7) | 33.4 (7.7) | 32.2 (6.7) | 32.9 (6.6) | 33.3 (8.5) | 30.3 (7.6) | 0.319 |
| T1DM, % | 8% | 4% | 12% | 9% | 11% | 5% | 3% | 9% | 0.357 |
| Duration of DM, yrs | 16 (11) | 15 (11) | 16 (11) | 13 (11) | 17 (14) | 15 (8) | 19 (7) | 19 (13) | 0.097 |
| Race White Black Asian Pacific islander Unknown/ Not Reported | 71.5% 25.7% 0.7% 0.7% 1.4% | 73.0% 23.7% 0% 1.3% 2.0% | 69.7% 28.0% 1.5% 0% 0.8% | 65.7% 27.1% 0% 2.9% 4.3% | 82.0% 16.9% 1.1% 0% 0% | 78.9% 19.3% 0% 0% 1.8% | 61.1% 38.9% 0% 0% 0% | 53.1% 43.8% 3.1% 0% 0% | 0.014 |
| HbA1c, % | 7.78 (1.88) | 7.75 (1.95) | 7.80 (1.80) | 8.3 (2.18) | 7.54 (1.74) | 7.67 (1.57) | 7.53 (1.86) | 7.76 (2.02) | 0.153 |
| Creatinine, mg/dL | 1.94 (2.05) | 2.13 (2.24) | 1.71 (1.78) | 0.77 (0.14) | 0.99 (0.18) | 1.54 (0.38) | 2.91 (1.17) | 6.74 (2.34) | < 0.001 |
| Anti-diabetic Medications Insulin OHA Combination | 53% 44% 15% | 48% 40% 18% | 59% 48% 19% | 41% 55% 15% | 44% 56% 18% | 53% 51% 15% | 71% 14% 11% | 76% 9% 9% | < 0.001 < 0.001 0.783 |
| ABI Mean (s.d.) ≥ 1.30% ≥ 0.79% | NR | NR | n = 57 1.17 (0.29) 27% 14% | n = 16 1.19 (0.18) 50% 6% | n = 19 1.13 (0.29) 32% 9% | n = 13 1.12 (0.30) 20% 27% | n = 2 1.27 (0.31) 50% 0% | n = 7 1.29 (0.52) 50% 17% | 0.207 0.778 0.583 |
Unadjusted risk ratio of major adverse foot events and physical function by stage of chronic kidney disease
| CKD stage 1 | CKD stage 2 | CKD stage 3 | CKD stage 4 | CKD stage 5 | |
| Major adverse foot events | |||||
| Fracture Frequency Yes/No Risk ratio 95% confidence interval | 8/26 Reference | 8/34 0.81 (0.34, 1.93) | 8/18 1.31 (0.57, 3.02) | 5/20 0.85 (0.32, 2.29) | 7/18 1.19 (0.50, 2.85) |
| Charcot deformity Frequency Yes/No Relative risk 95% confidence interval | 1/33 Reference | 3/39 2.42 (0.26, 22.30) | 2/24 2.62 (0.25, 27.30) | 1/24 1.36 (0.09, 20.71) | 3/22 4.08 (0.45, 36.95) |
| Ulceration Frequency Yes/No Risk ratio 95% confidence interval | 2/32 Reference | 4/38 1.62 (0.32, 8.31) | 4/22 2.62 (0.52, 13.20) | 5/20 3.40 (0.72, 16.12) | 6/19 4.08 (0.90, 18.56) |
| Osteomyelitis Frequency Yes/No Relative risk 95% confidence interval | 0/34 - - | 1/41 - - | 0/26 - - | 4/21 - - | 6/19 - - |
| Minor amputation Frequency Yes/No Risk Ratio 95% Confidence Interval | 1/33 Reference | 2/40 1.62 (0.15, 17.10) | 2/24 2.62 (0.25, 27.30) | 5/20 6.8 (0.85, 54.65) | 12/13 16.32 (2.27, 117.4) |
| Functional mobility | |||||
| Moderate deficits (mPPT 22-29) Frequency Yes/No Risk Ratio 95% Confidence Interval | 10/22 Reference | 16/23 1.31 (0.69, 2.48) | 14/9 1.95 (1.06, 3.58) | 4/2 2.13 (0.99, 4.58) | 4/1 2.56 (1.30, 5.03) |
| Severe Deficits (mPPT < 22) Frequency Yes/No Risk Ratio 95% Confidence Interval | 4/22 Reference | 6/23 1.34 (0.43, 4.24) | 8/9 3.06 (1.09, 8.60) | 5/2 4.64 (1.68, 12.8) | 2/1 4.33 (1.30, 14.46) |
Age-, body weight-, Hba1c-, and race-adjusted risk ratio of major adverse foot events and physical function by stage of chronic kidney disease
| CKD stage 1 | CKD stage 2 | CKD stage 3 | CKD stage 4 | CKD stage 5 | |
| Major adverse foot event | n = 34 | n = 42 | n = 26 | n = 25 | n = 25 |
| Fracture Frequency (%) Relative risk 95% confidence interval | 8 (24%) Reference - | 8 (19%) 0.47 (0.12, 1.83) | 8 (31%) 0.74 (0.16, 3.47) | 5 (20%) 0.48 (0.10, 2.24) | 7 (28%) 0.81 (0.21, 3.21) |
| Charcot deformity Frequency (%) Relative risk 95% confidence interval | 1 (3%) Reference - | 3 (7%) 1.92 (0.17, 21.3) | 2 (8%) 2.45 (0.17, 36.2) | 1 (4%) 1.25 (0.06, 26.2) | 3 (12%) 4.29 (0.38, 47.8) |
| Ulceration Frequency (%) Relative risk 95% confidence interval | 2 (6%) Reference - | 4 (10%) 2.33 (0.33, 16.57) | 4 (15%) 4.34 (0.53, 35.8) | 5 (20%) 3.66 (0.48, 28.1) | 6 (24%) 5.04 (0.80, 31.64) |
| Osteomyelitis Frequency (%) Relative risk 95% confidence interval | 0 (0%) Reference - | 1 (2%) NA - | 0 (0%) NA - | 4 (16%) NA - | 6 (24%) NA - |
| Minor amputation Frequency (%) Relative risk 95% confidence interval | 1 (3%) Reference - | 2 (5%) 1.48 (0.12, 18.8) | 2 (8%) 1.33 (0.07, 26.95) | 5 (20%) 6.18 (0.52, 73.6) | 12 (48%) 25.04 (2.72, 320.1) |
| Functional mobility | n = 32 | n = 39 | n = 23 | n = 6 | n = 5 |
| Moderate deficits (mPPT 22-29) Frequency (%) Relative risk 95% confidence interval | 10 (31%) Reference - | 16 (41%) 2.61 (0.76, 8.95) | 14 (61%) 7.03 (1.75, 28.25) | 4 (67%) 6.79 (0.76, 61.1) | 4 (80%) 11.7 (0.96, 142.07) |
| n = 26 | n = 29 | n = 17 | n = 7 | n = 3 | |
| Severe Deficits (mPPT < 22) Frequency (%) Relative risk 95% confidence interval | 4 (15%) Reference - | 6 (21%) 1.21 (0.20, 7.31) | 8 (47%) 5.77 (0.99, 33.76) | 5 (71%) 10.73 (0.90, 128.6) | 2 (67%) 30.17 (1.09, 833.5) |
Given the absence of any participants with osteomyelitis in our sample of participants with stage 1 CKD as our reference group, we were unable to calculate unadjusted or adjusted risk ratios for this MAFE. The results indicate that the risk ratio for neuropathic foot fracture and acute Charcot neuroarthropathy remained consistent across CKD stages 2-5 compared to stage 1. The risk ratio of diabetic foot ulceration increased with more severe stages of CKD but is not statistically significant. The unadjusted risk ratio of minor amputation is significantly greater in CKD stage 5 compared to stage 1, and after adjusting for age and weight, the adjusted risk ratio was significantly greater in CKD stages 4 and 5 compared to stage 1. Regarding functional mobility deficits assessed using the mPPT, the unadjusted and adjusted risk ratios of having moderate functional mobility deficit are significantly greater with CKD stages 3 and 5 compared to stage 1. The unadjusted risk ratio of having severe physical deficit is significantly greater in CKD stages 3, 4, and 5 compared to stage 1, and the increased risk is maintained even after adjusting for age, body weight, race, and HbA1c. When combining datasets to observe potential relationships between MAFEs and physical function, we observed an inverse association between the percentage of participants with at least one MAFE and declining physical function as measured by the mPPT across CKD stages [Figure 1].
Figure 1. We present an inverse association between the percent of participants with at least one MAFE (primary left y-axis) and the average 9- item mPPT score (secondary right y-axis) by progressive CKD stage (x-axis). MAFE: major adverse foot events; CKD: chronic kidney disease; mPPT: modified physical performance test.
DISCUSSION
This is the first study to determine the risks of having one or more MAFEs in those individuals with DPN across the stages of diabetic kidney disease. Similarly, this is the first study to report an increasing risk of functional mobility deficits using the standard 9-item modified physical performance test associated with a combination of DPN and progressive diabetic kidney disease.
There is a low but constant risk of foot fracture and Charcot neuroarthropathy across all the CKD stages. Unlike foot fracture and CN, MAFEs such as ulceration, osteomyelitis, and minor foot amputation or bone resection are more frequently observed in those individuals with DPN and stages 3, 4 and 5 diabetic kidney disease. Each of these MAFEs has singularly or collectively been known to lead to major lower extremity amputation (LEA)[2-5,23].
The frequency of ulceration increases from 6% in stage 1 CKD (DPN without a notable decline in eGFR) to 20% and 24% of participants in stages 4 and 5, respectively. Although we are unable to calculate an accurate risk ratio of foot osteomyelitis in each stage of CKD due to an inaccurate reference group, the frequency of foot osteomyelitis in participants with Stage 4 CKD was 16% and those with Stage 5 CKD was 24%.
There is a general trend of increasing risk of amputation or bone resection when DPN combines with progressive severity of diabetic kidney disease. Previously, Margolis et al. reported that the hazard ratios (HRs) of incident foot ulcers in individuals with stage 3 CKD was 1.51 and stage 4 CKD was 3.22 over a median observation period of 2.4 years. Similarly, the HRs of incident LEA in stage 3 CKD was 2.28 and stage 4 was 8.05[23]. We report that the risk ratio increases to 25 times in those individuals with DPN and stage 5 CKD. Therefore, the combination of DPN and progressive CKD clearly raises the risk of some MAFEs and explains the observation that the highest rates of major non-traumatic LEA occur in those with end-stage renal disease[24].
The findings of this study suggest that in addition to the increased risk of MAFEs as CKD and DPN progress, the risk of having moderate and severe functional mobility deficits increases. The relative risk of having a moderate functional mobility deficit is 7-fold higher by stage 3 CKD and rises to 12-fold higher by stage 5. The relative risk of severe functional mobility deficits increases 5-fold in stage 3, doubles to 10-fold by stage 4, and rises to 30-fold by stage 5. These results identify the increased frequency and relative risk of moderate and severe functional mobility deficits due to the combination of DPN and increasing stages of CKD.
The frequencies of moderate and severe functional mobility deficits in those with DPN and various stages of CKD may have been previously underestimated. As of 2022, the CDC estimates the prevalence of self-reported functional mobility deficits (e.g., walking 100 yards with aids) among individuals 60 to 74 years of age with diabetes is 19%. The estimated prevalence of self-reported difficulties with ADL and IADL among individuals 60-74 years of age with diabetes was 7% and 12%, respectively. [Diabetes Surveillance System; www.cdc.gov/diabetes/data; Division of Diabetes Translation - Centers for Disease Control and Prevention. https://gis.cdc.gov/grasp/diabetes/diabetesatlas-surveillance.html.
Fatma & Noohu compared the self-reported function of individuals with diabetes with and without peripheral neuropathy using the International Classification of Functioning, Disability and Health-core set (ICF-CS) questionnaire[11]. They found that 95%, 43%, and 53% of individuals with DPN reported difficulty with walking, moving around, and preparing meals, respectively, compared to individuals with diabetes but without PN (80%, 21%, and 45%, respectively)[11].
Unfortunately, by relying on self-reported data, the CDC data may dramatically underestimate the prevalence of functional mobility deficits in individuals with DPN, and the Fatma & Noohu data underestimates the impact of progressive diabetic kidney disease, since our prevalence estimates of moderate and severe mobility deficits exceed 50% of individuals with both diabetic complications as early as stage 3 [Table 3]. The only previous report using the 9-item mPPT was by Tuttle et al.[19]. They reported those with DPN were 7.4 times more likely to have functional mobility deficits resulting in early frailty compared to those having diabetes without PN[19].
Our result on risks may serve as a stimulus for clinicians and healthcare providers to assess the presence of DPN and closely monitor the stage of diabetic kidney disease, and take action to reduce the risks for MAFEs and accompanying functional mobility deficits. These data can serve primary care physicians, endocrinology specialists, nephrologists, podiatrists, and other rehabilitation specialists to inform their patients with diabetes of the risk of MAFEs and functional mobility deficits as early as stage 2 and stage 3 CKD. Early recognition and patient education of the increasing risks for MAFEs and functional mobility deficits may help to prevent later sequelae including major lower extremity amputation and complete disability of mobility and self-care. Future work should assess the time sequence of MAFE occurrence and further evaluate MAFE progression and physical function decline across CKD stages 2, 3a, and 3b when there may be opportunities to employ preventive interventions.
Our study has several limitations. We analyzed and combined data from two different cohort studies using different methods of data collection. The participants’ data extracted from the EMR study was retrospective and did not allow us to directly assess the mPPT score or functional mobility deficits, and there were no reports of these data in their electronic medical records. The limitation of the prospective functional mobility deficits study was that we did not record the number and types of MAFEs in each of the participants. Many participants had a history of one or more MAFEs, which may have contributed to their functional mobility deficits and mPPT scores. Despite these limitations in each cohort, study design, and data collection methods, when the participants with DPN and CKD are combined [Figure 1], there is a distinct inverse association between the number of participants with at least one or more MAFEs and the decrease in functional mobility (mPPT score) with CKD progression. These associations underscore the importance of informing patients with DPN and diabetic nephropathy of the risks of functional mobility deficits and any one or more MAFEs they could incur.
Another limitation is that we were unable to report the duration between the onset of DPN and the emergence of MAFEs and functional mobility deficits, relative to the timing of our data collection. The onset of loss of protective sensation in DPN typically occurs within 5-10 years after diagnosis of DM[25], though it may vary depending on ambient blood glucose control. Though the progression of CKD from one stage to another is highly variable among individuals[26], understanding the time periods of these progressions to the onset of MAFEs and functional mobility deficits may better inform clinicians and their patients of the urgency for therapeutic interventions to prevent complications.
Our study is also limited in that we did not collect a full complement of data regarding other diabetic complications (e.g., retinopathy and liver disease), cardiovascular events, or concurrent impairments including lower extremity peripheral artery diseases (PAD). PAD often accompanies diabetic complications and may have contributed to the increasing risk of MAFEs and functional mobility deficits in our two cohorts. In the small subset of participants in the functional mobility deficit study, the average ABI was not different across CKD stages, though our sample size limited any meaningful statistical comparisons [Table 1]. Though we are unable to determine the impact of PAD in our cohorts, we suspect an increasing vascular compromise will increase the risks of both MAFEs and functional mobility deficits, though this must await further study.
A last limitation is we were unable to determine the risks of MAFEs or functional mobility deficits in recently identified phenotypes of diabetic kidney disease as Di Marco et al. reported for cardiovascular and renal events[10]. We did not have a measure of urinary albumin-to-creatinine ratio (UACR) in either of our cohorts, and thus stratification of risks for MAFEs and functional mobility deficits by eGFR and UACR must await further study.
In conclusion, major adverse foot events and functional mobility deficits are prevalent in individuals with DPN and diabetic kidney disease. The risks for MAFEs and functional mobility deficits increase early in those with DPN and stage 3 CKD and increase further in those with stage 4 and 5 kidney disease.
DECLARATIONS
Author’s contributions
All authors made substantial contributions to the conception and design of the study, data acquisition, as well as administrative, technical, and material support: Sinacore DR, Jones MA
Performed data analysis and interpretation: Sinacore DR, Kline PW
Made significant contributions to the drafting of the final version of this manuscript: Sinacore DR, Kline PW, Jones MA
Availability of data and materials
Data will be made available upon request to the corresponding author.
Financial support and sponsorship
This work was supported by funding from NIH NIDDK R01 DK59224 (PI: Sinacore).
Conflicts of interest
All authors declared that there are no conflicts of interest.
Ethical approval and consent to participate
MAFEs Study Design: The study protocol was reviewed and approved by Wake Forest School of Medicine institutional review board (IRB00056905I) and was exempt from obtaining participant informed consent.
Functional Mobility Deficits Study Design: All participants gave their signed informed consents based on the protocol that was approved by the Human Research Protection Office’s institutional review board at Washington University School of Medicine in St. Louis, Missouri, United States (IRB ID#: 201511058).
Consent for publication
Not applicable.
Copyright
© The Author(s) 2024.
REFERENCES
1. Abbott CA, Malik RA, van Ross ER, Kulkarni J, Boulton AJ. Prevalence and characteristics of painful diabetic neuropathy in a large community-based diabetic population in the U.K. Diabetes Care 2011;34:2220-4.
2. Jupiter DC, Thorud JC, Buckley CJ, Shibuya N. The impact of foot ulceration and amputation on mortality in diabetic patients. I: From ulceration to death, a systematic review. Int Wound J 2016;13:892-903.
3. Gazzaruso C, Gallotti P, Pujia A, Montalcini T, Giustina A, Coppola A. Predictors of healing, ulcer recurrence and persistence, amputation and mortality in type 2 diabetic patients with diabetic foot: a 10-year retrospective cohort study. Endocrine 2021;71:59-68.
4. Schmidt BM, Holmes CM. Updates on diabetic foot and charcot osteopathic arthropathy. Curr Diab Rep 2018;18:74.
5. Rathnayake A, Saboo A, Malabu UH, Falhammar H. Lower extremity amputations and long-term outcomes in diabetic foot ulcers: a systematic review. World J Diabetes 2020;11:391-9.
6. Benbow SJ, Wallymahmed ME, MacFarlane IA. Diabetic peripheral neuropathy and quality of life. QJM 1998;91:733-7.
7. Selby NM, Taal MW. An updated overview of diabetic nephropathy: diagnosis, prognosis, treatment goals and latest guidelines. Diabetes Obes Metab 2020;22 Suppl 1:3-15.
9. Levey AS, Stevens LA, Schmid CH, et al. CKD-EPI (Chronic Kidney Disease Epidemiology Collaboration). A new equation to estimate glomerular filtration rate. Ann Intern Med 2009;150:604-12.
10. Di Marco M, Scilletta S, Miano N, et al. Cardiovascular risk and renal injury profile in subjects with type 2 diabetes and non-albuminuric diabetic kidney disease. Cardiovasc Diabetol 2023;22:344.
11. Fatma S, Noohu MM. Classification of functionality of people with diabetic peripheral neuropathy based on international classification of functioning, disability, and health core set (ICF-CS) of diabetes mellitus. J Diabetes Metab Disord 2020;19:213-21.
12. Coffey JT, Brandle M, Zhou H, et al. Valuing health-related quality of life in diabetes. Diabetes Care 2002;25:2238-43.
13. Jones MA, George TS, Bullock GS, Sikora RR, Vesely BD, Sinacore DR. Biomarkers of chronic kidney disease-mineral bone disorder (CKD-MBD) in the diabetic foot: a medical record review. Diabetes Res Clin Pract 2022;194:110160.
14. Diamond JE, Mueller MJ, Delitto A, Sinacore DR. Reliability of a diabetic foot evaluation. Phys Ther 1989;69:797-802.
15. Armstrong DG, Lavery LA, Vela SA, Quebedeaux TL, Fleischli JG. Choosing a practical screening instrument to identify patients at risk for diabetic foot ulceration. Arch Intern Med 1998;158:289-92.
16. Reuben DB, Siu AL, Kimpau S. The predictive validity of self-report and performance-based measures of function and health. J Gerontol 1992;47:M106-10.
17. Reuben DB, Siu AL. An objective measure of physical function of elderly outpatients. The physical performance test. J Am Geriatr Soc 1990;38:1105-12.
18. Brown M, Sinacore DR, Binder EF, Kohrt WM. Physical and performance measures for the identification of mild to moderate frailty. J Gerontol A Biol Sci Med Sci 2000;55:M350-5.
19. Tuttle LJ, Bittel DC, Bittel AJ, Sinacore DR. Early-onset physical frailty in adults with diabesity and peripheral neuropathy. Can J Diabetes 2018;42:478-83.
20. King MB, Judge JO, Whipple R, Wolfson L. Reliability and responsiveness of two physical performance measures examined in the context of a functional training intervention. Physical Therapy 2000;80:8-16.
21. Host HH, Sinacore DR, Brown M, Holloszy JO. Reliability of the modified physical performance test in older adults. Physical Therapy 1996;76:S23-4.
22. Aboyans V, Criqui MH, Abraham P, et al. American Heart Association Council on Peripheral Vascular Disease; Council on Epidemiology and Prevention; Council on Clinical Cardiology; Council on Cardiovascular Nursing; Council on Cardiovascular Radiology and Intervention; and Council on Cardiovascular Surgery and Anesthesia. Measurement and interpretation of the ankle-brachial index: a scientific statement from the American Heart Association. Circulation 2012;126:2890-909.
23. Margolis DJ, Hofstad O, Feldman HI. Association between renal failure and foot ulcer or lower-extremity amputation in patients with diabetes. Diabetes Care 2008;31:1331-6.
24. Eggers PW, Gohdes D, Pugh J. Nontraumatic lower extremity amputations in the Medicare end-stage renal disease population. Kidney Int 1999;56:1524-33.
25. Ugoya SO, Echejoh GO, Ugoya TA, Agaba EI, Puepet FH, Ogunniyi A. Clinically diagnosed diabetic neuropathy: frequency, types and severity. J Natl Med Assoc 2006;98:1763-6.
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Sinacore DR, Jones MA, Kline PW. Major adverse foot events and functional mobility deficits associated with diabetic neuropathy and nephropathy. Metab Target Organ Damage 2024;4:15. http://dx.doi.org/10.20517/mtod.2024.02
AMA Style
Sinacore DR, Jones MA, Kline PW. Major adverse foot events and functional mobility deficits associated with diabetic neuropathy and nephropathy. Metabolism and Target Organ Damage. 2024; 4(2): 15. http://dx.doi.org/10.20517/mtod.2024.02
Chicago/Turabian Style
Sinacore, David R., Michael A. Jones, Paul W. Kline. 2024. "Major adverse foot events and functional mobility deficits associated with diabetic neuropathy and nephropathy" Metabolism and Target Organ Damage. 4, no.2: 15. http://dx.doi.org/10.20517/mtod.2024.02
ACS Style
Sinacore, DR.; Jones MA.; Kline PW. Major adverse foot events and functional mobility deficits associated with diabetic neuropathy and nephropathy. Metab Target Organ Damage. 2024, 4, 15. http://dx.doi.org/10.20517/mtod.2024.02
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