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. Author manuscript; available in PMC: 2024 Dec 10.
Published in final edited form as: J Am Podiatr Med Assoc. 2024 Sep-Oct;114(5):23-233. doi: 10.7547/23-233

Pedal Vessel Calcification and Risk of Major Adverse Foot Events in the Diabetic Neuropathic, Nephropathic Foot

Michael A Jones *, Garrett S Bullock *, Meghan M Crowfoot , David R Sinacore
PMCID: PMC11629881  NIHMSID: NIHMS2037291  PMID: 39378173

Abstract

Background:

We aimed to determine the relative risk of pedal vessel calcification (PVC) on major adverse foot events (MAFEs) and chronic kidney disease (CKD) stage in patients with diabetes mellitus (DM) and peripheral neuropathy (PN).

Methods:

We retrospectively reviewed electronic medical records of 152 patients with diagnoses of DM, PN, and CKD stages one to five who had at least one foot radiograph obtained. PVC was scored (from 0–4) based on foot anatomic location and radiology reported MAFEs, which includes foot fracture, Charcot neuroarthropathy, foot ulcer, osteomyelitis, or minor amputation. Risk ratios (RR) with 95% confidence intervals (95% CI) and Poisson regressions were performed assessing the risk of sustaining MAFEs with number of PVCs and stage of CKD.

Results:

The risk of any MAFE increased as PVC score increased (RR = 1.23); the risk of any MAFE increased as CKD stage increased (RR = 1.35); and risk of any PVC increased as CKD stage increased (RR = 1.71).

Conclusions:

Pedal vessel calcification on a foot radiograph increases the risk of any MAFE and increases with progressive stage of CKD. Pedal vessel calcification may serve as a gateway to prompt investigation, treatment, or referral for at-risk diabetic neuropathic, nephropathic patients. (J Am Podiatr Med Assoc 114(5), 2024; doi:10.7547/23–233)


Vessel calcification refers to the pathologic deposition of minerals into the walls of blood vessels and is recognized as a general cardiovascular risk factor.1,2 Vessel calcification is a common complication and potentially serious problem in patients with diabetes mellitus (DM) and chronic kidney disease (CKD). Commonly found in the coronary and carotid anatomical regions, vessel calcification can also be identified in the peripheral musculoskeletal system, including the pedal (foot) region.

Pedal vessel calcification (PVC) is a well-known phenomenon associated with diabetes-related foot disease, which results in a major global burden for patients and the healthcare system.3 Upwards of 19% to 34% of patients with diabetes will develop a neuropathic or ischemic ulcer in their lifetime, with plain film radiography often used as the initial imaging tool of choice to rule out infection or osteomyelitis.4,5 Pedal vessel calcification is often identified incidentally on a foot radiograph, has a high positive predictive value for diabetes, and is also observed paradoxically in patients with CKD and decreased bone mineral density.6,7 Given its strong association with adverse outcomes, vessel calcification may serve as a proxy for cardiovascular morbidity and mortality, including stroke, myocardial infarction, and death.8

Although analytical models exist that predict the risk of foot ulcer or amputation in patients with diabetes mellitus, the prognostic value and utility of PVC remains elusive.9 The estimated global prevalence of amputations in individuals with diabetes mellitus is more than 7 million.10 Moreover, the highest rate of nontraumatic lower-extremity amputation occurs in individuals with diabetes and peripheral neuropathy who have end-stage CKD, with diabetic foot ulceration (DFU) indisputably the most prevalent precursor.4,11 Diabetic foot ulcers are a part of a number of sequelae that we have termed major adverse foot events (MAFEs), which also includes Charcot neuroarthropathy, foot fractures, osteomyelitis, and minor foot amputations and based off the nomenclature that is used as a composite endpoint in cardiovascular disease research.12 The purpose of our retrospective study was to explore the relationships between PVC identified on a plain foot radiograph, MAFEs, and CKD stage in a limited group of patients with DM and PN. We hypothesized that a higher PVC score would be strongly associated with an increased prevalence of MAFEs and deteriorating kidney function (ie, advancing CKD stage).

Methods

Study Design

This study involved a retrospective electronic medical record (Epic platform; Epic Systems Corporation, Verona, Wisconsin) review of patients in the Atrium Health Wake Forest Baptist health system diagnosed with both diabetes mellitus (DM), peripheral neuropathy (PN), and chronic kidney disease stage 1 to 5 from 2012 to 2021. The aim was to capture at least 25 individual medical records of patients with diabetes mellitus in each of the five stages of CKD. Moreover, the inclusion criteria called for all study participants to have had at least one radiograph of the foot, which would inevitably serve as the surrogate marker for assessing the relative risk of having one or more PVC locations on the presence of any MAFE and CKD stage. Following the search analysis, a confidential participant identification number was assigned to the medical record number of each patient, and this information was then recorded in a REDCap database (REDCap Consortium; Vanderbilt University, Nashville, Tennessee). The study protocol was reviewed and approved by Wake Forest University School of Medicine’s Institutional Review Board (IRB00056905) and given exempt status.

Demographics and Participants

Patient demographic characteristics were extracted including age (determined at time of the foot radiograph), weight and height, body mass index, sex, race, diabetes diagnosis (type 1 or 2), peripheral neuropathy (yes or no), and dates performed of both the comprehensive metabolic panel (CMP) and foot radiographs (Table 1).

Table 1.

Demographic Characteristics of Patient Records with Diabetes Mellitus (DM) and Chronic Kidney Disease (CKD) By Stage from Electronic Medical Record

Stage 1 (n = 34) Stage 2 (n = 42) Stage 3 (n = 26) Stage 4 (n = 25) Stage 5 (n = 25)

Age (years) 53 ± 11 63 ± 9 69 ± 10 68 ± 9 62 ± 10
Weight (kg) 93 ± 26 94 ± 23 92 ± 25 96 ± 20 86 ± 24
BMI (kg/m2) 33 ± 10 32 ± 8 32 ± 8 33 ± 9 31 ± 8
Sex
 Male 13 20 11 13 12
 Female 20 20 14 12 13
Race
 White 21 37 22 14 15
 Black 9 3 3 11 10
 Asian 1 0 0 0 0
 Othera 2 0 0 0 0
Neuropathy
 Yes 13 21 18 21 24
 No 16 14 6 4 1
 Not reported 4 5 1 0 0
eGFR (mL/min/1.73 m2)b 104 ± 11 77 ± 8 48 ± 9 24 ± 4 9 ± 3
HbA1c (mean %) 7.8 7.6 8.2 7.6 7.7
No. of days from foot radiographs to comprehensive metabolic panel blood draw 116 ± 467 6 ± 170 28 ± 143 72 ± 193 8 ± 89
a

Other is Hawaiian, Pacific Islander, or not specified.

b

eGFR, estimated glomerular filtration rate from serum creatinine using CKD-EPI equation.13

Note: Data are presented as value ± SD unless otherwise indicated.

Comprehensive Metabolic Panel

The serum creatinine concentration obtained from the CMP was then used in the CKD-Epi equation to estimate the glomerular filtration rate (eGFR).13 The eGFR was used to stage the CKD severity (ie, diabetic nephropathy) (Table 1).14

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 of the electronic medical record or, when not clear, in the actual provider’s noted objective assessment (eg, documented as a loss of protective sensation.

Foot Radiography

Standard three-view (ie, anteroposterior, oblique, and lateral) plain foot radiographs obtained in routine clinical care by either podiatry services, primary-care providers, hospitalists, or other members of the health-care team were noted. Foot radiographs were most often ordered for complaints of foot pain or other symptoms, such as to rule out foot fracture or deep infection. Radiographs were most often interpreted by radiology (68%) or podiatry services (19%). From the medical records reviewed, the majority of foot radiographs were obtained with the study participants in a non-weightbearing stance; 65% were nonweightbearing; 35%, weightbearing. Pedal vessel calcification and any major adverse foot events were noted from these radiographs.

Pedal Vessel Calcification

The presence of PVC was noted from the foot radiographs by an expert clinician (M.A.J.) with more than 20 years of experience viewing foot radiographs. The clinician documented the presence (yes/no) of any pedal vessel that showed calcification and noted its location within the foot (Fig. 1). Pedal vessel calcification was recorded via the following four anatomic landmarks: digital if it was located distal to the metatarsophalangeal joints (MTPJs), metatarsal if located in the intermetatarsal spaces (proximal to the MTPJs and distal to the tarsometatarsal joints), and both ankle/hindfoot (anterior) and ankle/hindfoot (posterior) if calcification was found anywhere in between the tarsometatarsal joints and tibiotalar joint. Both the digital and metatarsal PVCs were identified from the anteroposterior radiograph and the ankle/hindfoot (anterior and posterior) locations were recorded from the lateral radiograph, with the bisection of the distal tibia at the ankle (ie, tibiotalar joint) serving as a coronal plane divider between the anterior and posterior anatomic regions. A PVC score ranging from 0 to 4 was then tallied from the anatomical locations, where 0 = no PVC and 4 = all 4 locations with PVC (Fig. 1). Scores 1 to 3 may have had any variation (eg, ankle/hindfoot [anterior] and digital PVCs noted, but none for ankle/hindfoot [posterior] or metatarsal, for a PVC score of 2).

Figure 1.

Figure 1.

Pedal Vessel Calcification (PVC) Scoring System 0 to 4 and anatomic location (digital, metatarsal, ankle/hindfoot anterior, and ankle/hindfoot posterior). PVC = 0 if NO calcified vessels identified. PVC =1 if ANY anatomic location identified as calcified, PVC = 2 if ANY 2/4 anatomic regions show calcification, PVC = 3 if ANY 3/4 anatomic locations show calcification, and PVC = 4 if ALL anatomic locations show calcification.

Inline graphic Anatomic region divider Inline graphic Posterior/Anterior dividing line.

Major Adverse Foot Events

The clinician reviewer (M.A.J.) also recorded any foot fracture, Charcot neuroarthropathy, ulceration, and osteomyelitis, as well as any minor foot amputation, such as partial/complete toe amputation, partial/complete ray amputation, or transmetatarsal amputation, identified via plain film radiography, which was reported verbatim from the radiology report in the electronic medical record. The presence of any MAFE was used to analyze the relationships between both PVC score and CKD stage.

Statistical Analyses

Risk ratios were calculated to assess the risk of sustaining any MAFE by the presence of one or more PVCs and in relation to progressive stages of CKD. A series of Poisson regressions were performed to assess the relative risk of MAFEs (single or combination of) by both PVC score and CKD stage. All risk models were adjusted for age and body mass index. All models are reported as risk ratios with 95% confidence intervals (95% CI) to assess the relationship and strength of association between each of the following combinations:

  1. MAFEs by PVC score

  2. MAFEs by CKD stage

  3. PVC score with CKD stage

Statistical significance was determined using a P value threshold of < 0.05. Statistical analysis was performed using R 4.2.1 (R Core Team/R Foundation for Statistical Computing, Vienna, Austria). The fmsb package was used for risk ratio analyses and the glm function was used for Poisson regressions.

Data and Resource Availability

The datasets generated during or analyzed in the current study are available from the senior author (D.R.S.) upon reasonable request.

RESULTS

Major Adverse Foot Events by Pedal Vessel Calcification Score

The unadjusted relative risk (RR) and 95% CIs are shown in Table 2. The age- and BMI-adjusted relative risk of the association between PVC score and the number of MAFEs was significant at 1.23 (95% CI: 1.10, 1.38; P < .001).

Table 2.

Unadjusted Risk Ratios (RR) and 95% Confidence Intervals (CI) for Any Major Adverse Foot Event (MAFE) by Pedal Vessel Calcification (PVC) Score and Chronic Kidney Disease (CKD) Stage, and Any PVC by CKD Stage

Any MAFE by PVC score RR (95% CI)

PVC score 0 versus PVC score 1 2.11 (1.2–3.6)
PVC score 0 versus PVC score 2 1.95 (1.1–3.3)
PVC score 0 versus PVC score 3 2.05 (1.1–3.7)
PVC score 0 versus PVC score 4 2.54 (1.7–3.9)
Any MAFE by CKD stage RR (95% CI)

Stage 1 versus Stage 2 0.97 (0.58–1.63)
Stage 1 versus Stage 3 1.13 (0.66–1.94)
Stage 1 versus Stage 4 1.27 (0.76–2.12)
Stage 1 versus Stage 5 1.72 (1.11–2.67)
Any PVC by CKD stage RR (95% CI)

Stage 1 versus Stage 2 1.16 (0.50–2.72)
Stage 1 versus Stage 3 2.62 (1.24–5.54)
Stage 1 versus Stage 4 2.72 (1.29–5.74)
Stage 1 versus Stage 5 4.87 (2.51–9.40)

Major Adverse Foot Events by Chronic Kidney Disease Stage

The unadjusted RR and 95% CIs are shown in Table 2. The age- and BMI-adjusted analysis of the association between CKD stage and the number of MAFEs revealed a significant association (adjusted RR: 1.35; 95% CI: 1.18, 1.54; P < .001). Moreover, there was a statistically significant interstage difference in MAFEs between CKD stages 5 (end-stage renal disease) and 1 (normal or baseline kidney function) (adjusted RR: 1.72; 95% CI: 1.11, 2.67; P = .015).

Pedal Vessel Calcification Score with Chronic Kidney Disease Stage

The unadjusted RR and 95% CIs are shown in Table 2. The age- and BMI-adjusted analysis of the association between PVC score and increasing CKD stage also revealed a significant relative risk (adjusted RR: 1.71; 95% CI: 1.52, 1.92; P < .001).

Table 3 presents the raw frequency counts and overview of 152 patients with at least one MAFE, categorized by both PVC score and CKD stage, serving as a clear depiction of how PVC and CKD stage interplay throughout the disease progression with a notable increased prevalence in CKD stages 4 and 5.

Table 3.

Number of Participants with at Least One Major Adverse Foot Event (MAFE) Reported in the Electronic Medical Record by Pedal Vessel Calcification (PVC) Score and Chronic Kidney Disease (CKD) Stage

Pedal Vessel Calcification (PVC) Score Chronic Kidney Disease (CKD) Stage
Stage 1 Stage 2 Stage 3 Stage 4 Stage 5 Total

0 27 31 12 11 0 81
1 4 2 3 5 1 15
2 1 4 8 2 4 19
3 2 1 2 3 4 12
4 0 4 1 4 16 25
Total 34 42 26 25 25 152

DISCUSSION

Vascular calcification is highly associated with cardiovascular disease mortality, particularly in high-risk patients with DM and CKD.1 This retrospective study explored the relationship between PVCs, MAFEs, and CKD stage in patients with DM and PN. To our knowledge, this investigation is the first to report findings that reveal significant associations between PVC score, MAFEs, and CKD stage, underscoring the potential value of a single, plain film radiograph of the foot as a surrogate marker for assessing the relative risk of MAFEs from increasing locations of PVC and nephropathy in patients with DM and PN.

To classify our outcomes in a comprehensive manner, DFUs, Charcot neuroarthropathy, foot fractures, osteomyelitis, and minor foot amputations were placed into the broad category of major adverse foot events, as each are known individually and collectively to contribute to major nontraumatic lower-extremity amputation, a harbinger of death.1518 Similar to how myocardial infarction and stroke, among other major adverse cardiovascular events, are employed in research related to heart disease outcomes, major adverse foot events, like DFUs and osteomyelitis, may hold value in outcomes research examining major (ie, transtibial or transfemoral) lower-extremity amputations, which is effectively the consequence of end-stage foot disease.12 In our study, a PVC scoring system was employed as a gauge to examine the association between these MAFEs and CKD stage.

The study’s significant association (RR = 1.23) between PVC score and MAFEs suggests that PVC severity may be a predictive marker for adverse foot outcomes in patients with DM and PN. These findings suggest that a higher PVC score is associated with an increased risk of MAFEs and thus may have implications for risk assessment, prevention, and management of foot complications, particularly in populations with CKD or DM. Prior research has already demonstrated the clinical significance of PVC and diabetic foot disease.3,6,19 This is especially true in the diabetic neuropathic patient, where it has previously been established as a known specific complication in the potential dysregulation of calcium and phosphate minerals. As a result, the loss of vasomotor control due to underlying autonomic denervation presumably then creates an environment conducive to PVC.2021 Thus the presence of PVCs on foot radiographs may indicate underlying neuropathy and vasculopathy, serving as the proverbial canary in a coal mine for identifying patients at an increased risk of foot ulceration, osteomyelitis, and other MAFEs. By incorporating a PVC scoring system into routine clinical practice, health-care providers can potentially enhance risk stratification and guide treatment decisions for foot-related issues in patients with DM, PN, and CKD.

Our study also uncovered a significant association between MAFEs and CKD stage, underscoring the impact of kidney function on foot health in patients with DM. Individuals with advanced CKD stage are at an increased risk of experiencing foot-related complications.22 Our retrospective analysis revealed a 35% increased risk of experiencing MAFEs for each unit increase in CKD stage. Scrutinizing the data further, when utilizing stage 1 CKD as essentially normal or baseline kidney function and comparing it against their subsequent declining statuses, stage 5 CKD showed a significant 1.72 relative risk in comparison to the norm (Table 2). These findings reinforce the importance of monitoring kidney function in patients with DM and PN to identify those at higher risk for foot complications and potentially implementing preventative measures effectively. Addressing CKD as a potential risk factor for MAFEs can guide clinical management and improve preventative strategies, potentially reducing the burden of diabetic foot disease.

We also observed a direct association between PVC score and advancing CKD stage, indicating that PVC severity on a radiograph of the foot may serve as a marker of declining kidney function. This aligns with existing evidence on the relationship between vascular calcification and CKD, though admittedly the etiology of PVC is likely multifactorial, still poorly understood in CKD, and somewhat complex involving several metabolic pathways regulating phosphate and calcium in vascular smooth muscle cells, which have phenotypic plasticity (including the ability to differentiate into a chondrocytic-like or osteocytic-like cell with the right stimuli/environment).2324 Notably, patients with DM who have impaired kidney function are at a higher risk of developing foot ulcers, infections, and other MAFEs due to vascular and metabolic abnormalities. Our study’s findings suggest that individuals with calcified pedal vessels are 1.71 times more likely to be associated with a higher stage of kidney disease compared to those without calcification. The correlation between PVCs and CKD progression highlights the importance of early detection and intervention to manage both foot complications and renal disease effectively.

The clinical implications of these findings are noteworthy. Although there is currently no proven therapy to definitively treat or prevent PVC (or vascular calcification altogether), its finding on a plain film foot radiograph provides a window into cardiovascular health, including coronary and/or carotid artery disease.8 Pedal vessel calcifications are frequently discovered incidentally, yet they are readily identifiable on radiographs of the foot. Additionally, early identification of seemingly inconsequential PVCs on a foot radiograph may actually have usefulness, as health-care providers can leverage this unexpected information as an opportunity to prompt further evaluation of cardiovascular risk and renal health in patients with DM, potentially leading to timely management and appropriate referrals.

The number of individuals in this retrospective study noted with at least one MAFE, categorized by both PVC score and CKD stage, underscores the significance of considering PVC score in assessing its impact on renal health. For instance, the majority of persons with a PVC score of 0 occurred in CKD stages 1 to 2, while the majority of those with a PVC score of 3 or 4 occurred in CKD stages 4 to 5 (Table 3). Though purely speculative, identification of PVC and knowing its relative risk at various stages of CKD may allow for employment of management strategies that mitigate the risk and prevent advancement of cardiovascular disease including stringent lifestyle modifications, blood pressure control, lipid management, and the use of other medications as deemed appropriate. In summary, the utility of a PVC scoring system from a plain foot radiograph may improve risk assessment in patients with DM and PN, thereby guiding clinical decision making and resource allocation for patients at high risk of major adverse foot events.

Our study had several limitations. First, our investigation is a retrospective design, performed at a single institution/health system, and partially reliant on ICD-9 or ICD-10 coding systems (typically obtained for third-party reimbursement reasons). Our retrospective analysis is dependent on the available medical records, which may have inaccurate or discordant data and introduce inherent biases, and thus may not establish causality between PVCs, CKD stage, and MAFEs. The study’s sample size is limited to 152 patients from a specific population, which may of course affect the generalizability of our study’s findings. Further prospective studies with larger sample sizes and diverse patient populations are warranted to validate any of the associations observed from our particular study.

Additionally, arterial calcification can affect both the arterial intima and arterial media, the latter of which is often referred to as Mönckeberg sclerosis or medial arterial calcification.6 When observed on plain film radiography, calcification in the arterial intima produces a patchy, discontinuous appearance of comparatively large calcific deposits, while calcification of the arterial media creates a more diffuse appearance usually affecting the whole circumference of the vessel (often described as a “pipe-stem” or “tramline” appearance, typically ≥ 1 cm of the vessels length) and thus distinguishing the two on plain film radiographs.6,25 Admittedly, when documenting the aberrant PVC, the identifying clinician (M.A.J.) did not make any differentiation between the two, and thus it is certainly plausible that PVC was perhaps either incorrectly noted or mistaken for other heterotopic soft-tissue calcifications by the single assessor in our study. Further scrutiny and fine-tuning of our PVC scoring system is necessary before there can be certainty in reproducibility for future studies.

Moreover, our study is potentially limited by the absence of noninvasive arterial studies, such as ankle-brachial indices, within our small cohort. Ankle-brachial indices values exceeding 1.3 have been established as an indicator of medial arterial calcification.25 Although there have been previous studies evaluating PVC as a predictor of either peripheral arterial disease or nontraumatic lower-extremity amputation (ie, major limb amputation), each of these studies used nonstandard methods for scoring PVC.2629 Similarly, our study employed a distinct scoring approach, noting the number of anatomical locations within the foot of PVC and focusing on its concordant relationship with both MAFEs and CKD. It is vital to acknowledge the intricate relationship between peripheral artery disease and PVC and warrants careful consideration in the interpretation of our findings.

Another limitation of our study was the lack of documentation or exploration of vascular calcification biomarkers, either promoters (eg, sclerostin, FGF-23, etc) or inhibitors (eg, Klotho, Vitamin K, etc).30 The unexpected discovery of ectopic PVC (identified incidentally on a plain foot radiograph in our study), along with reduced bone mineral density or disrupted bone turnover presents a perplexing association found in patients with CKD (as well as the general population and individuals with osteoporosis).31 It is essential to conduct further investigations aimed at comprehending the mechanisms behind this calcification paradox to develop strategies that can treat or even prevent cardiovascular morbidity and mortality in the diabetic nephropathic patient.

CONCLUSIONS

Our study provides valuable insights into the relationships between PVC, MAFEs, and CKD stage in patients with DM and PN. The findings support the use of a single, plain film foot radiographic series as a surrogate marker for assessing the relative risk of foot complications and renal dysfunction in patients with DM and PN. Early recognition of PVCs can prompt appropriate evaluation, intervention, and referral for at risk patients with DM, with the end goal to ultimately improve overall foot health and kidney disease management. Larger prospective studies are warranted to validate these findings and further explore the clinical utility of PVC scoring in diabetic foot disease management. Nonetheless, this study significantly enriches our comprehension and potential clinical handling of foot-related complications in the diabetic neuropathic, nephropathic patient.

Acknowledgements:

The authors wish to thank Indra M. Newman, PhD, for critical manuscript feedback and suggestions. The authors thank Tyler George, who was supported by National Institute of Diabetes and Digestive and Kidney Diseases NIDDK T35 Training Grant DK007400, for his invaluable assistance with data gathering and entry.

Footnotes

Conflict of Interest: None reported.

Financial Disclosure: None reported.

Note: Portions of this study were presented as a virtual poster at the Medical Student Research Project (MSRP) in October 2021.

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