Abstract
Diabetic foot ulcers are the main cause of non‐traumatic lower extremity amputation. The objective of this study was to evaluate the risk factors for major amputation in diabetic foot patients. Eight hundred and sixty diabetic patients were admitted to the diabetic wound centre of the Korea University Guro Hospital for foot ulcers between January 2010 and December 2013. Among them, 837 patients were successfully monitored until complete healing. Ulcers in 809 patients (96·7%) healed without major amputation and those in 28 patients (3·3%) healed with major amputation. Data of 88 potential risk factors including demographics, ulcer condition, vascularity, bioburden, neurology and serology were collected from patients in the two groups and compared. Among the 88 potential risk factors, statistically significant differences between the two groups were observed in 26 risk factors. In the univariate analysis, which was carried out for these 26 risk factors, statistically significant differences were observed in 22 risk factors. In a stepwise multiple logistic analysis, six of the 22 risk factors remained statistically significant. Multivariate‐adjusted odds ratios were 11·673 for ulcers penetrating into the bone, 8·683 for dialysis, 6·740 for gastrointestinal (GI) disorders, 6·158 for hind foot ulcers, 0·641 for haemoglobin levels and 1·007 for fasting blood sugar levels. The risk factors for major amputation in diabetic foot patients were bony invasions, dialysis, GI disorders, hind foot locations, low levels of haemoglobin and elevated fasting blood sugar levels.
Keywords: Diabetic foot, Major amputation, Risk factor
Introduction
The worldwide prevalence of diabetes was estimated to be 2·8% in 2000 with a projected rate of 4·4% in the year 2030. Epidemiological studies suggest that 2·5% of diabetic patients develop diabetic foot ulcers each year, and 15% develop diabetic foot ulcers during their lifetime 1. Diabetic foot lesions are significant health and socioeconomic problems with adverse effects on the quality of life. Diabetic foot is the main cause of non‐traumatic lower extremity amputation 2. Approximately 75% of foot amputations are performed in patients with diabetes mellitus. For the purpose of preventing serious complications like generalised infection or sepsis, diabetic foot ulcers have been commonly treated with minor or major amputation. Minor amputations include partial toe amputation, complete toe amputation, partial or full ray resection and proximal foot amputation (transmetatarsal, Lisfranc's, Chopart's and Symes amputations). Below‐the‐knee and above‐the‐knee amputations are considered major amputations.
Major amputations were associated with high rates of postoperative mortality and morbidity as they have been associated with increased cardiovascular demand in a subset of patients who already have an increased prevalence of cardiovascular disease 3. A retrospective study by Aulivola et al. revealed a mortality rate of 8·6% at 30 days and overall survival of 69·7% at 1 year and 34·7% at 5 years after major amputation 4.
The development of a diabetic foot ulcer is traditionally considered to result from a combination of peripheral vascular disease, peripheral neuropathy and infection 5. Several risk factors for major amputation among patients with diabetes have been cited in the literature, including age 6, male sex 7, 8, size of the ulcer 9, hypertension 7, 8, neuropathy 8, nephropathy 6, 8, 10, poor glycemic control 6, white blood cell count 11, 12 and lipid abnormalities 13, 14. However, there are inconsistencies in the results of the studies. As previous studies were mainly conducted on a multi‐centre basis, management protocols for diabetic foot ulcers might vary widely according to hospitals. So far, there has been no large‐scale study in patients who were treated using the identical management protocol for this subject. Moreover, there are few reports on the risk factors for major amputation in Korean patients. Therefore, the objective of this study was to determine the risk factors for major amputation in patients with diabetic foot ulcers who received standard treatment at a referral centre for diabetic foot ulcers in Korea.
Patients and methods
Management protocol in brief
We hospitalised patients with diabetic foot ulcers whose general condition was so poor that outpatient clinic‐based treatments were not possible and patients with severely infected ulcers that required surgical debridement with systemic intravenous antibiotic therapy, including septic diabetic foot. Other criteria for admission included the finding of severe vasculopathy that required immediate angioplasty and situations where outpatient clinic‐based debridement was not possible.
Complete medical history of the patients was obtained on admission. General serological tests, including those for blood glucose and other inflammatory markers, were performed. To evaluate the vascularity of the diabetic foot, transcutaneous partial oxygen tension (TcpO2), Doppler wave and toe pressure were measured. Patients with peripheral arterial disease underwent percutaneous transluminal angioplasty (PTA) by an interventional cardiologist. For the management of wound bioburden, a deep tissue culture was performed. When necessary, intravenous antibiotics were administered empirically, and they were changed according to the results of the culture and sensitivity tests. Serial surgical debridement was performed whenever necessary at the bedside or in the operating room according to the wound condition. In patients with osteomyelitis, systemic antibiotic therapy was given for at least 3–6 weeks. Osteomyelitis was diagnosed by magnetic resonance imaging (MRI) and bone biopsy cultures. To evaluate neuropathy, a Semmes–Weinstein monofilament test, pin prick test, temperature test, electromyography (EMG) and nerve conduction velocity (NCV) test were conducted. Appropriate off‐loadings were provided according to the ulcer locations. Patients were discharged when outpatient treatment was possible. Before discharge, patients received definitive individual therapeutic footwear.
If the wound condition worsened despite appropriate treatments based on our protocol for at least one month and if the wound could not be closed by a minor amputation, we considered major amputation to prevent deterioration of the general condition. Life‐threatening conditions with severely infected ischaemic limbs that could lead to systemic sepsis were also indications for major amputation.
Patients
Eight hundred and sixty diabetic patients were admitted to the diabetic wound centre of the Korea University Guro Hospital because of foot ulcers between January 2010 and December 2013. Among them, 837 patients were successfully monitored until complete healing. The diabetic wound centre of the Korea University Guro Hospital is a referral centre for patients with diabetic foot ulcers. Ulcers in 809 patients (96·7%) healed without major amputation and those in 28 patients (3·3%) healed with major amputation. Data of 88 potential risk factors including demographics, ulcer characteristics, vascularity, wound bioburden, neurology and serology were collected from patients in the two groups. For comparison of the demographic and clinical characteristics, 28 variables such as gender, age, dialysis and duration were investigated. For ulcer characteristics, 20 variables such as location, size and depth of the ulcer were compared. The TcpO2 level was used for comparison of vascularity. In addition, 11 variables for wound bioburden, 2 variables for neuropathy and 26 variables for general serology such as HbA1c, albumin and glucose were compared between the two groups (Table 1).
Table 1.
Risk factor (P‐value) | |||
---|---|---|---|
Demographics | Gender (0·633) | Foot deformity | Comorbidities (continued) |
Age (0·546) | Charcot deformity (0·767) | GI disorder (0·047)* | |
DM duration (0·232) | Claw toe (0·786) | Hepatobiliary disorder (0·253) | |
Ambulation (0·476) | Hammer/Mallet toe (0·251) | Ophthalmic disorder (0·622) | |
Neuropathic Sx. (0·037)* | Hallux valgus (0·670) | CNS disorder (0·791) | |
Dialysis (<0·001)* | High arch foot (0·159) | Arthritis (1·000) | |
Dialysis duration (0·449) | Comorbidities | Musculoskeletal disorder (1·000) | |
Smoking (0·965) | Cardiac disorder (0·082) | Genitourinary disorder (0·410) | |
Previous Hx. of DMF Tx. (0·166) | Hypertension (0·688) | Metabolic disorder (1·000) | |
Pulmonary disorder (0·028)* | Malignant tumour (0·681) | ||
Renal disorder (0·013)* | Other comorbidities (1·000) | ||
Ulcer characteristics | Cause | Depth | Location |
Trauma (0·321) | Dermis (0·640) | Dorsal foot (0·017)* | |
Burn (0·251) | Subcutaneous tissue (0·037)* | Plantar foot (0·191) | |
Pressure (0·559) | Tendon/Joint (0·256) | Border (0·396) | |
Spontaneous (0·135) | Bone (0·001)* | Level | |
Duration (0·831) | Inflammatory sign (0·119) | Forefoot (0·145) | |
Side (0·969) | Midfoot (0·030)* | ||
Size (< 0·001)* | Hindfoot (0·069) | ||
Previous Tx. at other hospital (0·333) | Above the ankle (1·000) | ||
Vascularity | TcpO2 (0·135) | ||
Wound bioburden | Serology | MRI | Tissue culture |
WBC (0·001)* | No infection (0·159) | No growth (1·000) | |
ESR (0·038)* | Cellulitis (0·580) | Growth, soft tissue (1·000) | |
CRP (<0·001)* | Bone marrow edema (0·518) | Growth, bone (0·554) | |
Procalcitonin (0·161) | Osteomyelitis (0·186) | ||
Neurology | Monofilament test (0·008)* | EMG and NCV (0·892) | |
General serology | HbA1c (0·632) | Cholesterol (0·323) | HDL (0·011)* |
LDL (0·287) | Hb (<0·001)* | Glucose (0·940) | |
Albumin (<0·001)* | Protein (0·701) | BUN (0·256) | |
Creatinine (<0·001)* | ALT (0·033)* | AST (0·127) | |
FBS (0·018)* | Vitamin A (0·561) | Vitamin C (0·530) | |
Vitamin E α (0·905) | Vitamin E β (0·171) | Vitamin E γ (0·736) | |
Fe (0·002)* | Mg (0·908) | Zn (0·001)* | |
Cu (0·037)* | Platelet (0·167) | Ferritin (<0·001)* | |
TIBC (<0·001)* | 2‐hour postprandial blood sugar (0·035)* |
ALT, alanine transaminase; DM, diabetes mellitus; EMG, electromyography; ESR, erythrocyte sedimentation rate; FBS, fasting blood sugar; HDL, high density lipoprotein; LDL, low density lipoprotein; MRI, magnetic resonance imaging; NCV, nerve conduction velocity; TIBC, total iron‐binding capacity.
P < 0·05.
All the patients except for 37 individuals had unilateral involvement. In patients with bilateral involvement, the foot with the larger ulcer was chosen for the analysis. For patients who were admitted several times for different episodes, only the first admission period was included in this study.
Statistical analyses
Mann–Whitney U‐tests were used to compare quantitative variables between the two groups. With regard to categorical variables, Chi‐square tests were used except for ambulation status, smoking status, neuropathic symptoms, location and depth of ulcer, MRI findings and EMG findings. For these seven variables, Fisher's exact tests were used due to the statistically small amount of data for these variables. Odds ratios with 95% confidence interval (CI) were calculated as estimates of relative risk when a statistically significant difference was observed in the frequency of the variable between the two groups. Predictors for major amputation were determined using univariate and stepwise multiple logistic regression analyses. SAS 9·3 statistical software (SAS Institute, Cary, NC) was used for statistical analysis. A P‐value < 0·05 was considered statistically significant.
The study protocol was approved by the Institutional Review Board of Korea University Guro Hospital.
Results
Among the 88 potential risk factors compared, the major amputation group had significantly higher incidence in 26 risk factors (Table 1). In the univariate analysis, which was performed for these 26 factors, statistically significant differences were observed in 22 risk factors. In the stepwise multiple logistic analysis, 6 factors remained statistically significant among these 22 factors. Multivariate‐adjusted odds ratios in the stepwise logistic regression model were 11·673 for ulcers penetrating into the bone (95% CI: 1·425–95·619; P = 0·022), 8·683 for dialysis (95% CI: 2·834–26·601; P < 0·001), 6·74 for gastrointestinal (GI) disorders (95% CI: 1·175–38·66; P = 0·032), 6·158 for hind foot ulcers (95% CI: 1·808–20·974; P = 0·004), 0·641 for haemoglobin levels at admission (95% CI: 0·472–0·871; P = 0·005) and 1·007 for fasting blood sugar levels at admission (95% CI: 1·001–1·013; P = 0·030). The odds ratios (ORs) and P values are shown in Table 2.
Table 2.
Factors | Univariate analysis | Stepwise logistic regression | ||||
---|---|---|---|---|---|---|
OR | 95% CI | P value | OR | 95% CI | P value | |
Demographics | ||||||
Neuropathic Sx | 0·394 | 0·176–0·882 | 0·023 | – | – | – |
Dialysis | 5·738 | 2·604–12·64 | <0·001 | 8·683 | 2·834–26·601 | <0·001 |
Comorbidities | ||||||
Renal disorder | 2·536 | 1·189–5·408 | 0·016 | – | – | – |
GI disorder | 3·382 | 1·117–10·235 | 0·031 | 6·740 | 1·175–38·66 | 0·032 |
Pulmonary disorder | 2·802 | 1·158–6·784 | 0·022 | – | – | – |
Ulcer characteristics | ||||||
Depth | ||||||
Subcutaneous tissue | 0·241 | 0·057–1·026 | 0·054 | – | – | – |
Bone | 7·527 | 1·774–31·932 | 0·006 | 11·673 | 1·425–95·619 | 0·022 |
Location | ||||||
Dorsal foot | 2·488 | 1·15–5·381 | 0·021 | – | – | – |
Level | ||||||
Hindfoot | 2·236 | 0·978–5·112 | 0·041 | 6·158 | 1·808–20·974 | 0·004 |
Size | 1·013 | 1·006–1·02 | <0·001 | – | – | – |
Wound bioburden | ||||||
Serology (Standard value) | ||||||
WBC (7·100–11·000/µl) | 1·098 | 1·034–1·167 | 0·002 | – | – | – |
ESR (0–10 mm/hour) | 1·014 | 1·001–1·027 | 0·038 | – | – | – |
CRP (0–5 mg/l) | 1·006 | 1·003–1·01 | <0·001 | – | – | – |
Neurology | ||||||
Monofilament test | 0·984 | 0·972–0·996 | 0·011 | – | – | – |
General serology (Standard value) | ||||||
HDL (35–70 mg/dl) | 0·95 | 0·915–0·986 | 0·008 | – | – | – |
Hb (13·5–17·5 g/dl) | 0·631 | 0·513–0·776 | <0·001 | 0·641 | 0·472–0·871 | 0·005 |
Albumin (3·3–5·1 g/dl) | 0·23 | 0·098–0·541 | 0·001 | – | – | – |
Creatinine (0·6–1·3 mg/dl) | 1·188 | 1·078–1·308 | 0·001 | – | – | – |
FBS (74–106 mg/dl) | 1·007 | 1·002–1·011 | 0·004 | 1·007 | 1·001–1·013 | 0·030 |
Zn (66–110 µg/dl) | 0·978 | 0·961–0·994 | 0·008 | – | – | – |
Ferritin (30–400 ng/ml) | 1·001 | 1·001–1·002 | 0·0001 | – | – | – |
TIBC (250–450 µg/dl) | 0·982 | 0·974–0·99 | <0·001 | – | – | – |
2‐hour postprandial blood sugar (85–120 mg/dl) | 1·005 | 1–1·01 | 0·034 | – | – | – |
ALT (10–44 IU/l) | 0·989 | 0·971–1·007 | 0·229 | – | – | – |
Fe (59–158 µg/dl) | 1·01 | 1–1·021 | 0·059 | – | – | – |
Cu (75–145 µg/dl) | 0·981 | 0·949–1·013 | 0·243 | – | – | – |
ALT, alanine transaminase; CI, confidence interval; ESR, erythrocyte sedimentation rate; GI, gastrointestinal; HDL, high density lipoprotein; OR, odds ratio; WBC, white blood cells.
Discussion
Various risk factors have been identified in previous studies. Such variability might be due to the variations in the study designs as well as differences in the genetic profile and cultural features of the populations studied. In addition, inequalities in access to health care are also common among different populations. In our study, the multivariate stepwise logistic regression analysis showed that six items were risk factors for major amputation.
Nephropathy (OR = 2·536, P = 0·016) and dialysis (OR = 5·738, P < 0·001) were found to be predictive factors for limb loss in our univariate analysis. In the stepwise multivariate analysis, dialysis maintained statistical significance (OR = 8·683, P < 0·001). Previous studies 14, 15, 16 have shown that chronic kidney disease (CKD) and current dialysis for end‐stage renal disease (ESRD) were independent risk factors for diabetic foot ulceration and major amputation. Young et al. 17 reported that the relative risk of amputation among the diabetic patients was the highest among those who started dialysis. Factors secondary to dialysis, such as hyperparathyroidism, hyperphosphataemia, hypertriglyceridaemia and platelet dysfunction were cited to be related to dialysis 18, 19.
Baseline fasting blood sugar level was another risk factor for major amputation in our study. Previous studies also showed that poor diabetes control was a risk factor for limb loss in diabetic patients 20, 21. Regarding the influence of the glycated haemoglobin (HbA1c) level, previous researches reported conflicting results. Pscherer et al. 20 found that patients with a mean glycosylated haemoglobin level above 7·5% had a 20% higher risk of amputation compared with patients with a level below 7·5%. Selvin et al. had shown that an increase in HbA1c increases the risk of major limb loss 19. On the contrary, Winkley et al. 15 showed that a lower HbA1c level was associated with higher mortality. Won et al. 16 showed that patients with a mean HbA1c level below 7·5% had a 52% higher risk of amputation compared with patients with a mean HbA1c level above 7·5%. In our study, HbA1c was not found to be a predictive factor. Therefore, we believe that the fasting blood sugar level rather than HbA1c was an important risk factor for limb loss.
In our study, deep ulcers invading the bone were the strongest significant risk factor for major amputation in diabetic patients, which was in accordance with the clinical observation that more extensive wounding was associated with an increased risk of more extensive surgical management such as amputation. Sun et al. 22 showed that a high grade of Wagner classification strongly increased the risk of amputation.
Ulcers located on the hind foot area were found to be another predictive factor for major amputation. It is quite reasonable to assume that ulcers located on the forefoot area could be managed with early surgical intervention such as minor amputation. However, hind foot ulcers were more associated with major amputation because of their proximity.
Baseline serum haemoglobin levels were an additional predictive factor for limb loss in the stepwise multivariate analysis. Studies conducted by Aziz et al. 23 also found that the haemoglobin level was a significant prognostic factor for major amputation. They found that haemoglobin ≤10·0 g/dl was a highly significant predictive factor for limb loss (P < 0·001). We have demonstrated a negative association between serum haemoglobin levels and the risk of major amputation in diabetic foot patients. In physiological terms, a higher serum haemoglobin level indicated that more oxygen molecules were delivered to local tissue, and consequently, anabolism and catabolism occurred more effectively. Serum haemoglobin is also used as a measure to evaluate the nutritional status of a human body. Therefore, a low serum haemoglobin level implies poor nutrition, which would delay wound healing. Such a condition will certainly be associated with a higher risk of major amputation in patients with diabetic foot disease.
GI disorders (OR = 3·382, P = 0·031) were also found to be a predictive factor for limb loss in our study. GI disorders included oesophageal ulcers, ischaemic colitis, rectal ulcers and Barrett's oesophagus. The reason for this is not quite clear and needs further investigation.
Although many previous studies suggest that foot infection is a risk factor for major amputation 24, 25, 26, 27, our data did not reveal a significant association (P = 0·165). This might be because of our management protocol, whereby we treat foot infections relatively aggressively by means of frequent serial surgical debridement and drainage along with systemic antibiotic therapy based on daily assessment of the healing process. The presence of peripheral arterial disease has also been cited by many authors as a risk factor for amputations in diabetics 18, 21, 25, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40. We evaluated the vascular status of every patient admitted to our hospital by palpation of the pulses of lower extremities, Doppler wave analysis, computed tomography (CT) angiography in addition to measuring TcpO2. However, in the present study, we only included TcpO2 in the vascular‐related evaluation. The level of TcpO2 can be expressed in digits and, hence, can be analysed clearly without the difficulties encountered with assessing tools such as Doppler waves or angiography that cannot be expressed in a digital manner. Furthermore, TcpO2, which represents actual tissue oxygen perfusion, is widely acknowledged as a reliable and objective method for evaluating the wound‐healing potential of diabetic patients 41. In our study, the baseline TcpO2 level was higher in the non‐amputation group than in the major amputation group (34·6 mmHg versus 26·9 mmHg, respectively). However, the difference was not statistically significant (P = 0·135). In addition, patients with low TcpO2 at the ulcer site underwent PTA, and the results were favourable in our centre 42. Although baseline TcpO2 was low, the TcpO2 level increased after PTA to a sufficient level for wound healing in most cases. This may be a contributing factor to this study's finding. Therefore, the baseline TcpO2 level was not found to be a predictive factor in our study.
It would be meaningful to evaluate the vascular status of the patients after any vascular intervention is made. However, this was beyond the scope of the current stage of study. As vascular intervention was performed in those with low initial TcpO2 values, the post‐procedural data collected may have complicated our current study by adding numerous variables that differ in a time‐dependent manner among patients. Thus, we only used the initial TcpO2 data for the current study. However, as the issue is crucial, vascular parameters will be included in further detailed studies.
There are several reports on the major amputation rate in diabetic foot patients. In the EURODIALE (European Study Group on Diabetes and the Lower Extremity) study by Prompers et al., the major amputation rate was 5·1% in 1·229 patients 40. Aziz et al. reported an amputation rate of 28% in Singapore in their prospective study on 100 patients with diabetic foot infections treated at the National University Hospital of Singapore in 2011 23. Riaz et al. reported an amputation rate of 11% in Pakistan 43. Nather et al. reported a 27·2% major amputation rate, and Zubair et al. reported an overall amputation rate of 28·4% in a North Indian tertiary care hospital 44, 45. The relatively low amputation rate in our hospital may be because of the aggressive limb salvage policy in which major amputations are performed only when there is no option for saving the foot. Every effort is made to save the limb by serial debridement, minor amputation, local flap, skin graft or free flap.
In the literature, there are several reports on diabetic wounds that discuss the effect of free flaps in salvaging the extremity. Hong and coworkers reported that diabetic foot reconstruction using free flaps has a high chance for success and significantly increases the 5‐year survival rate 46. Ducic and Attinger et al. reported that microsurgical free flaps should be considered for larger lower extremity wounds with associated muscle and bone loss, exposed joint and/or neurovascular structure 47. Mun and coworkers also reported that an appropriately thin free flap with thick skin is a valuable option for the reconstruction of skin and soft‐tissue defects in the plantar region of the diabetic foot patients 48. Most of these reports suggest that microsurgically transferred tissues enhance the revascularisation of the critically ischaemic extremity through the development of vascular connections at the free‐flap‐surrounding environmental tissue interface. This surgical technique can be used successfully for large diabetic wound ulcers that are normally unresponsive to conventional therapies and often require amputation. We also made every effort, including free flap surgery, to save the limb. Major amputation was the last resort for patients who experienced life‐threatening deteriorations.
Our study had all the limitations inherent to retrospective studies. For example, patient compliance, which can affect the outcomes, was not considered. Our patient population was entirely Korean, and there can be a selection bias because our hospital is a tertiary referral centre for complex diabetic foot ulcers. Therefore, the results of this study might not be applicable to the general population or primary care centres. In addition, this study focused only on baseline data at the time of admission. Responses to treatment for each patient's problem were not considered.
Conclusion
The risk factors for major amputation in hospitalised diabetic foot ulcer patients were bony invasions, dialysis, GI disorders, hind foot locations, low levels of haemoglobin and elevated fasting blood sugar levels.
Acknowledgements
The authors declare that there are no conflicts of interest.
References
- 1. Reiber GE, Lipsky BA, Gibbons GW. The burden of diabetic foot ulcers. Am J Surg 1998;176(2A Suppl):5s–10. [DOI] [PubMed] [Google Scholar]
- 2. Calle‐Pascual AL, Redondo MJ, Ballesteros M, Martinez‐Salinas MA, Diaz JA, De Matias P, Calle JR, Gil E, Jimenez M, Serrano FJ, Martin‐Alvarez PJ, Maranes JP. Nontraumatic lower extremity amputations in diabetic and non‐diabetic subjects in Madrid, Spain. Diabetes Metab 1997;23:519–23. [PubMed] [Google Scholar]
- 3. Waters RL, Perry J, Antonelli D, Hislop H. Energy cost of walking of amputees: the influence of level of amputation. J Bone Joint Surg Am 1976;58:42–6. [PubMed] [Google Scholar]
- 4. Aulivola B, Hile CN, Hamdan AD, Sheahan MG, Veraldi JR, Skillman JJ, Campbell DR, Scovell SD, LoGerfo FW, Pomposelli FB Jr. Major lower extremity amputation: outcome of a modern series. Arch Surg 2004;139:395–9; discussion 9. [DOI] [PubMed] [Google Scholar]
- 5. Boulton AJ. The pathogenesis of diabetic foot problems: an overview. Diabet Med 1996;13(Suppl 1):S12–6. [PubMed] [Google Scholar]
- 6. Resnick HE, Carter EA, Sosenko JM, Henly SJ, Fabsitz RR, Ness FK, Welty TK, Lee ET, Howard BV. Incidence of lower‐extremity amputation in American Indians: the Strong Heart Study. Diabetes Care 2004;27:1885–91. [DOI] [PubMed] [Google Scholar]
- 7. Lee JS, Lu M, Lee VS, Russell D, Bahr C, Lee ET. Lower‐extremity amputation. Incidence, risk factors, and mortality in the Oklahoma Indian Diabetes Study. Diabetes 1993;42:876–82. [DOI] [PubMed] [Google Scholar]
- 8. Nelson RG, Gohdes DM, Everhart JE, Hartner JA, Zwemer FL, Pettitt DJ, Knowler WC. Lower‐extremity amputations in NIDDM. 12‐yr follow‐up study in Pima Indians. Diabetes Care 1988;11:8–16. [DOI] [PubMed] [Google Scholar]
- 9. Oyibo SO, Jude EB, Tarawneh I, Nguyen HC, Armstrong DG, Harkless LB, Boulton AJ. The effects of ulcer size and site, patient's age, sex and type and duration of diabetes on the outcome of diabetic foot ulcers. Diabet Med 2001;18:133–8. [DOI] [PubMed] [Google Scholar]
- 10. Boulton AJ, Vileikyte L, Ragnarson‐Tennvall G, Apelqvist J. The global burden of diabetic foot disease. Lancet 2005;366:1719–24. [DOI] [PubMed] [Google Scholar]
- 11. Yesil S, Akinci B, Yener S, Bayraktar F, Karabay O, Havitcioglu H, Yapar N, Atabey A, Kucukyavas Y, Comlekci A, Eraslan S. Predictors of amputation in diabetics with foot ulcer: single center experience in a large Turkish cohort. Hormones (Athens) 2009;8:286–95. [DOI] [PubMed] [Google Scholar]
- 12. Fleischer AE, Wrobel JS, Leonards A, Berg S, Evans DP, Baron RL, Armstrong DG. Post‐treatment leukocytosis predicts an unfavorable clinical response in patients with moderate to severe diabetic foot infections. J Foot Ankle Surg 2011;50:541–6. [DOI] [PubMed] [Google Scholar]
- 13. Nordestgaard BG, Benn M, Schnohr P, Tybjaerg‐Hansen A. Nonfasting triglycerides and risk of myocardial infarction, ischemic heart disease, and death in men and women. JAMA 2007;298:299–308. [DOI] [PubMed] [Google Scholar]
- 14. Chaturvedi N, Stevens LK, Fuller JH, Lee ET, Lu M. Risk factors, ethnic differences and mortality associated with lower‐extremity gangrene and amputation in diabetes. The WHO multinational study of vascular disease in diabetes. Diabetologia 2001;44(Suppl 2):S65–71. [DOI] [PubMed] [Google Scholar]
- 15. Winkley K, Stahl D, Chalder T, Edmonds ME, Ismail K. Risk factors associated with adverse outcomes in a population‐based prospective cohort study of people with their first diabetic foot ulcer. J Diabetes Complications 2007;21:341–9. [DOI] [PubMed] [Google Scholar]
- 16. Won SH, Chung CY, Park MS, Lee T, Sung KH, Lee SY, Kim TG, Lee KM. Risk factors associated with amputation‐free survival in patient with diabetic foot ulcers. Yonsei Med J 2014;55:1373–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17. Young BA, Maynard C, Reiber G, Boyko EJ. Effects of ethnicity and nephropathy on lower‐extremity amputation risk among diabetic veterans. Diabetes Care 2003;26:495–501. [DOI] [PubMed] [Google Scholar]
- 18. Adler AI, Boyko EJ, Ahroni JH, Smith DG. Lower‐extremity amputation in diabetes. The independent effects of peripheral vascular disease, sensory neuropathy, and foot ulcers. Diabetes Care 1999;22:1029–35. [DOI] [PubMed] [Google Scholar]
- 19. Selvin E, Marinopoulos S, Berkenblit G, Rami T, Brancati FL, Powe NR, Golden SH. Meta‐analysis: glycosylated hemoglobin and cardiovascular disease in diabetes mellitus. Ann Intern Med 2004;141:421–31. [DOI] [PubMed] [Google Scholar]
- 20. Pscherer S, Dippel FW, Lauterbach S, Kostev K. Amputation rate and risk factors in type 2 patients with diabetic foot syndrome under real‐life conditions in Germany. Prim Care Diabetes 2012;6:241–6. [DOI] [PubMed] [Google Scholar]
- 21. Boyko EJ, Ahroni JH, Stensel V, Forsberg RC, Davignon DR, Smith DG. A prospective study of risk factors for diabetic foot ulcer. The Seattle Diabetic Foot Study. Diabetes Care 1999;22:1036–42. [DOI] [PubMed] [Google Scholar]
- 22. Sun JH, Tsai JS, Huang CH, Lin CH, Yang HM, Chan YS, Hsieh SH, Hsu BR, Huang YY. Risk factors for lower extremity amputation in diabetic foot disease categorized by Wagner classification. Diabetes Res Clin Pract 2012;95:358–63. [DOI] [PubMed] [Google Scholar]
- 23. Aziz Z, Lin WK, Nather A, Huak CY. Predictive factors for lower extremity amputations in diabetic foot infections. Diabet Foot Ankle 2011;2:S35–6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24. Armstrong DG, Lavery LA, Harkless LB. Validation of a diabetic wound classification system. The contribution of depth, infection, and ischemia to risk of amputation. Diabetes Care 1998;21:855–9. [DOI] [PubMed] [Google Scholar]
- 25. Carlson T, Reed JF 3rd.. A case–control study of the risk factors for toe amputation in a diabetic population. Int J Low Extrem Wounds 2003;2:19–21. [DOI] [PubMed] [Google Scholar]
- 26. Moss SE, Klein R, Klein BE. The prevalence and incidence of lower extremity amputation in a diabetic population. Arch Intern Med 1992;152:610–6. [PubMed] [Google Scholar]
- 27. Oyibo SO, Jude EB, Tarawneh I, Nguyen HC, Harkless LB, Boulton AJ. A comparison of two diabetic foot ulcer classification systems: the Wagner and the University of Texas wound classification systems. Diabetes Care 2001;24:84–8. [DOI] [PubMed] [Google Scholar]
- 28. Aerden D, Massaad D, von Kemp K, van Tussenbroek F, Debing E, Keymeulen B, Van den Brande P. The ankle–brachial index and the diabetic foot: a troublesome marriage. Ann Vasc Surg 2011;25:770–7. [DOI] [PubMed] [Google Scholar]
- 29. Apelqvist J, Elgzyri T, Larsson J, Londahl M, Nyberg P, Thorne J. Factors related to outcome of neuroischemic/ischemic foot ulcer in diabetic patients. J Vasc Surg 2011;53:1582–8.e2. [DOI] [PubMed] [Google Scholar]
- 30. Dos Santos VP, da Silveira DR, Caffaro RA. Risk factors for primary major amputation in diabetic patients. Sao Paulo Med J 2006;124:66–70. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31. Faglia E. Characteristics of peripheral arterial disease and its relevance to the diabetic population. Int J Low Extrem Wounds 2011;10:152–66. [DOI] [PubMed] [Google Scholar]
- 32. Game F. Choosing life or limb. Improving survival in the multi‐complex diabetic foot patient. Diabetes Metab Res Rev 2012;28(Suppl 1):97–100. [DOI] [PubMed] [Google Scholar]
- 33. Hanssen NM, Huijberts MS, Schalkwijk CG, Nijpels G, Dekker JM, Stehouwer CD. Associations between the ankle‐brachial index and cardiovascular and all‐cause mortality are similar in individuals without and with type 2 diabetes: nineteen‐year follow‐up of a population‐based cohort study. Diabetes Care 2012;35:1731–5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34. Ince P, Kendrick D, Game F, Jeffcoate W. The association between baseline characteristics and the outcome of foot lesions in a UK population with diabetes. Diabet Med 2007;24:977–81. [DOI] [PubMed] [Google Scholar]
- 35. Markowitz JS, Gutterman EM, Magee G, Margolis DJ. Risk of amputation in patients with diabetic foot ulcers: a claims‐based study. Wound Repair Regen 2006;14:11–7. [DOI] [PubMed] [Google Scholar]
- 36. Mayfield JA, Reiber GE, Nelson RG, Greene T. A foot risk classification system to predict diabetic amputation in Pima Indians. Diabetes Care 1996;19:704–9. [DOI] [PubMed] [Google Scholar]
- 37. McNeely MJ, Boyko EJ, Ahroni JH, Stensel VL, Reiber GE, Smith DG, Pecoraro RF. The independent contributions of diabetic neuropathy and vasculopathy in foot ulceration. How great are the risks? Diabetes Care 1995;18:216–9. [DOI] [PubMed] [Google Scholar]
- 38. Miyajima S, Shirai A, Yamamoto S, Okada N, Matsushita T. Risk factors for major limb amputations in diabetic foot gangrene patients. Diabetes Res Clin Pract 2006;71:272–9. [DOI] [PubMed] [Google Scholar]
- 39. Pecoraro RE, Reiber GE, Burgess EM. Pathways to diabetic limb amputation. Basis for prevention. Diabetes Care 1990;13:513–21. [DOI] [PubMed] [Google Scholar]
- 40. Prompers L, Schaper N, Apelqvist J, Edmonds M, Jude E, Mauricio D, Uccioli L, Urbancic V, Bakker K, Holstein P, Jirkovska A, Piaggesi A, Ragnarson‐Tennvall G, Reike H, Spraul M, Van Acker K, Van Baal J, Van Merode F, Ferreira I, Huijberts M. Prediction of outcome in individuals with diabetic foot ulcers: focus on the differences between individuals with and without peripheral arterial disease. The EURODIALE Study. Diabetologia 2008;51:747–55. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41. Morain WD, Colen LB. Wound healing in diabetes mellitus. Clin Plast Surg 1990;17:493–501. [PubMed] [Google Scholar]
- 42. Kim HR, Han SK, Rha SW, Kim HS, Kim WK. Effect of percutaneous transluminal angioplasty on tissue oxygenation in ischemic diabetic feet. Wound Repair Regen 2011;19:19–24. [DOI] [PubMed] [Google Scholar]
- 43. Riaz M, Miyan Z, Zaidi SI, Alvi SF, Fawwad A, Ahmadani MY, Zafar AB, Malik RA, Basit A. Characteristics of a large cohort of patients with diabetes having at‐risk feet and outcomes in patients with foot ulceration referred to a tertiary care diabetes unit. Int Wound J 2014; doi: 10.1111/iwj.12289. [Epub ahead of print]. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44. Nather A, Bee CS, Huak CY, Chew JL, Lin CB, Neo S, Sim EY. Epidemiology of diabetic foot problems and predictive factors for limb loss. J Diabetes Complications 2008;22:77–82. [DOI] [PubMed] [Google Scholar]
- 45. Zubair M, Malik A, Ahmad J. Incidence, risk factors for amputation among patients with diabetic foot ulcer in a North Indian tertiary care hospital. Foot (Edinb) 2012;22:24–30. [DOI] [PubMed] [Google Scholar]
- 46. Oh TS, Lee HS, Hong JP. Diabetic foot reconstruction using free flaps increases 5‐year‐survival rate. J Plast Reconstr Aesthet Surg 2013;66:243–50. [DOI] [PubMed] [Google Scholar]
- 47. Ducic I, Attinger CE. Foot and ankle reconstruction: pedicled muscle flaps versus free flaps and the role of diabetes. Plast Reconstr Surg 2011;128:173–80. [DOI] [PubMed] [Google Scholar]
- 48. Jeon BJ, Lee KT, Lim SY, Pyon JK, Bang SI, Oh KS, Mun GH. Plantar reconstruction with free thoracodorsal artery perforator flaps. J Plast Reconstr Aesthet Surg 2013;66:406–13. [DOI] [PubMed] [Google Scholar]