| Literature DB >> 34879446 |
Yu-Yu Chou1, Chin-Chun Hou1, Chien-Wei Wu1, Dun-Wei Huang1, Sheng-Lin Tsai1, Ting-Hsuan Liu1, Lu-Ming Ding1, Chun-Kai Chang1, Kuang-Ling Ou1, Yu-Lung Chiu2, Yuan-Sheng Tzeng1.
Abstract
Diabetes-related lower extremity amputations are an enormous burden on global health care and social resources because of the rapid worldwide growth of the diabetic population. This research aimed to determine risk factors that predict major amputation and analyse the time interval from first hospitalisation to amputation by using standard management protocols and Kaplan-Meier survival curves. Data from 246 patients with diabetes mellitus and diabetic foot ulcers from the Division of Plastic and Reconstructive Surgery of the Department of Surgery at XXX Hospital between January 2016 and May 2020 were analysed. Univariate and multivariate analyses of 44 potential risk factors, including invasive ulcer depth and C-reactive protein levels, showed statistically significant differences for those at increased risk for major amputation. The median time from hospitalisation to lower extremity amputation was approximately 35 days. Most patients with abnormal C-reactive protein levels and approximately 70% of patients with ulcers invading the bone were at risk for lower extremity amputations within 35 days. Therefore, invasive ulcer depth and C-reactive protein levels are significant risk factors. Other potential risk factors for major amputation and the time intervals from first hospitalisation to amputation should be analysed to establish further prediction strategies.Entities:
Keywords: amputation; diabetes mellitus; diabetic foot; lower extremity; risk factors
Mesh:
Substances:
Year: 2021 PMID: 34879446 PMCID: PMC9493235 DOI: 10.1111/iwj.13727
Source DB: PubMed Journal: Int Wound J ISSN: 1742-4801 Impact factor: 3.099
Comparison of baseline characteristics between amputation patients and non‐amputation patients
| Characteristics | Total patients (n = 219) | Non‐amputation (n = 131) | Amputation (n = 88) |
|
|---|---|---|---|---|
| Sex | .853 | |||
| Male | 149 (68.0) | 88 (59.1) | 61 (40.9) | |
| Female | 70 (32.0) | 43 (61.4) | 27 (38.6) | |
| Age, years | 67.35 ± 13.43 | 67.59 ± 12.85 | 66.98 ± 14.32 | .738 |
| Type of diabetes | .924 | |||
| 1 | 4 (1.8) | 3 (75.0) | 1 (25.0) | |
| 2 | 217 (98.2) | 130 (59.9) | 87 (40.1) | |
| Pre‐treatment | .568 | |||
| No | 87 (49.2) | 53 (60.9) | 34 (39.1) | |
| Yes | 90 (50.8) | 50 (55.6) | 40 (44.4) | |
| Smoker | .139 | |||
| No | 152 (69.7) | 96 (63.2) | 56 (36.8) | |
| Yes | 66 (30.3) | 33 (50.0) | 33 (50.0) | |
| Height, cm | 165.49 ± 8.40 | 164.83 ± 9.35 | 166.38 ± 6.91 | .248 |
| Weight, kg | 68.99 ± 15.19 | 69.4 ± 16.14 | 68.53 ± 13.87 | .724 |
| Cause | .865 | |||
| Trauma | 54 (27.4) | 32 (59.3) | 22 (40.7) | |
| Pressure | 143 (72.6) | 81 (56.6) | 62 (43.4) | |
| Side | .629 | |||
| Left | 102 (48.6) | 61 (59.8) | 41 (40.2) | |
| Right | 108 (51.4) | 60 (55.6) | 48 (44.4) | |
| Depth | <.001 | |||
| Dermis | 0 | 0 | 0 | |
| Subcutaneous tissue | 59 (33.3) | 43 (72.9) | 16 (27.1) | |
| Tendon/joint | 39 (22.0) | 27 (69.2) | 12 (30.8) | |
| Bone | 79 (44.6) | 26 (32.9) | 53 (67.1) | |
| Location | .612 | |||
| Dorsal foot | 42 (21.1) | 22 (52.4) | 20 (47.6) | |
| Plantar foot | 50 (25.1) | 31 (62.0) | 19 (38.0) | |
| Border | 107 (53.8) | 59 (55.1) | 48 (44.9) | |
| Level | .463 | |||
| Forefoot | 113 (62.8) | 57 (50.4) | 56 (49.6) | |
| Midfoot | 22 (12.2) | 14 (63.6) | 8 (36.4) | |
| Hindfoot | 19 (10.6) | 12 (63.2) | 7 (36.8) | |
| Above the ankle | 26 (14.4) | 16 (61.5) | 10 (38.5) | |
| Inflammatory signs | .139 | |||
| No | 8 (4.1) | 7 (87.5) | 1 (12.5) | |
| Yes | 189 (95.9) | 103 (54.5) | 86 (45.5) | |
| Cardiac disorder | 116 (53.2) | 68 (59.8) | 48 (40.2) | .969 |
| Hypertension | 161 (73.9) | 89 (55.3) | 72 (44.7) | .070 |
| Pulmonary disorder | 22 (10.1) | 12 (54.5) | 10 (45.5) | .813 |
| Renal disorder | 83 (38.1) | 45 (54.2) | 38 (45.8) | .305 |
| GI disorder | 32 (14.7) | 19 (59.4) | 13 (40.6) | 1.000 |
| Hepatobiliary disorder | 18 (8.3) | 11 (61.1) | 7 (38.9) | 1.000 |
| Ophthalmic disorder | 35 (16.1) | 20 (57.1) | 15 (42.9) | .957 |
| CNS disorder | 14 (6.4) | 7 (50.0) | 7 (50.0) | .659 |
| Arthritis | 16 (7.4) | 11 (68.8) | 5 (31.3) | .575 |
| Musculoskeletal disorder | 20 (9.2) | 11 (55.0) | 9 (45.0) | .873 |
| Genitourinary disorder | 15 (6.9) | 7 (46.7) | 8 (53.3) | .454 |
| Metabolic disorder | 7 (13.2) | 7 (100.0) | 0 | .182 |
| Malignant tumour | 11 (5.0) | 6 (54.5) | 5 (45.5) | .995 |
| Ischemic heart disease | 48 (22.0) | 21 (43.8) | 27 (56.3) | .022 |
| Acute myocardial infarction | 28 (12.8) | 10 (35.7) | 18 (64.3) | .012 |
| Cerebrovascular accident | 22 (10.1) | 9 (40.9) | 13 (59.1) | .108 |
| Chronic kidney disease | 88 (40.4) | 47 (53.4) | 41 (46.6) | .199 |
| Peripheral vascular disease | 120 (54.1) | 64 (53.3) | 56 (46.7) | .042 |
| Osteomyelitis | 31 (14.0) | 16 (51.6) | 15 (48.4) | .413 |
| WBCs (×103/μL) | .171 | |||
| Normal | 94 (45.4) | 51 (54.3) | 43 (45.7) | |
| Abnormal | 113 (54.6) | 73 (64.6) | 40 (35.4) | |
| Hb (g/dL) | .465 | |||
| Normal | 145 (70.0) | 84 (57.9) | 61 (42.1) | |
| Abnormal | 62 (30.0) | 40 (64.5) | 22 (35.5) | |
| Platelets (×103/μL) | .734 | |||
| Normal | 56 (27.2) | 35 (62.5) | 21 (37.5) | |
| Abnormal | 150 (72.8) | 88 (58.7) | 62 (41.3) | |
| Glucose (mg/dL) | .635 | |||
| Normal | 201 (97.6) | 119 (59.2) | 82 (40.8) | |
| Abnormal | 5 (2.4) | 4 (80.0) | 1 (20.0) | |
| BUN (mg/dL) | 1.000 | |||
| Normal | 93 (46.7) | 57 (61.3) | 36 (38.7) | |
| Abnormal | 106 (53.3) | 64 (60.4) | 42 (39.6) | |
| Creatinine (mg/dL) | .169 | |||
| Normal | 154 (74.8) | 88 (57.1) | 66 (42.9) | |
| Abnormal | 52 (25.2) | 36 (69.2) | 16 (30.8) | |
| AST (U/L) | .365 | |||
| Normal | 19 (9.7) | 9 (47.4) | 10 (52.6) | |
| Abnormal | 177 (90.3) | 108 (61.0) | 69 (39.0) | |
| ALT (U/L) | .273 | |||
| Normal | 10 (5.4) | 4 (40.0) | 6 (60.0) | |
| Abnormal | 174 (94.6) | 109 (62.6) | 65 (37.4) | |
| CRP (mg/dL) | .515 | |||
| Normal | 151 (87.3) | 88 (58.3) | 63 (41.7) | |
| Abnormal | 22 (12.7) | 15 (68.2) | 7 (31.8) | |
| ESR (mm/h) | .501 | |||
| Normal | 60 (96.8) | 30 (50.0) | 30 (50.0) | |
| Abnormal | 2 (3.2) | 2 (100.0) | 0 (0) | |
| Albumin (g/dL) | .681 | |||
| Normal | 104 (75.9) | 63 (60.6) | 41 (39.4) | |
| Abnormal | 33 (24.1) | 18 (54.5) | 15 (45.5) | |
| HbA1c (%) | .486 | |||
| Normal | 123 (91.1) | 74 (60.2) | 49 (39.8) | |
| Abnormal | 12 (8.9) | 9 (75.0) | 3 (25.0) |
Abbreviations: ALT, alanine transaminase; AST, aspartate aminotransferase; BUN, blood urea nitrogen; CNS, central nervous system; CRP, C‐reactive protein; ESR, erythrocyte sedimentation rate; GI, gastrointestinal; Hb, haemoglobin; HbA1c, haemoglobin A1c; SD, standard deviation; WBC, white blood cell.
Chi‐square test.
Independent Student's t‐test. Values are presented as number (%) or mean ± SD.
FIGURE 1Major amputation‐free survival for the amputation cohort. A, The Kaplan–Meier (KM) survival curve demonstrates survival for the amputation cohort. B, The KM survival curves indicate survival for the amputation cohort with normal and abnormal C‐reactive protein (CRP) levels. C, The KM survival curves show major amputation‐free survival for the amputation cohort with deep ulcers with different depths of invasion
Results of univariate and multivariate analyses examining the association between independent variables and amputation
| Independent variables | Amputation | |||
|---|---|---|---|---|
| Univariate analysis | Multivariate analysis | |||
| HR (95% CI) |
| HR (95% CI) |
| |
| Sex | ||||
| Male | Ref. | |||
| Female | 1.556 (0.961‐2.520) | .072 | ||
| Age | 1.015 (0.998‐1.033) | .084 | ||
| Type of diabetes | ||||
| 1 | Ref. | |||
| 2 | 0.570 (0.078‐4.145) | .579 | ||
| Pre‐treatment | ||||
| No | Ref. | |||
| Yes | 1.374 (0.857‐2.203) | .187 | ||
| Smoker | ||||
| No | Ref. | |||
| Yes | 1.088 (0.698‐1.695) | .710 | ||
| Height | 0.972 (0.936‐1.010) | .142 | ||
| Weight | 0.994 (0.975‐1.014) | .545 | ||
| Cause | ||||
| Trauma | Ref. | |||
| Pressure | 1.300 (0.788‐2.144) | .305 | ||
| Side | ||||
| Left | Ref. | |||
| Right | 1.001 (0.652‐1.537) | .996 | ||
| Depth | ||||
| Subcutaneous tissue | Ref. | Ref. | ||
| Tendon/joint | 1.023 (0.472‐2.217) | .954 | 1.099 (0.461‐2.617) | .832 |
| Bone | 1.932 (1.065‐3.505) | .030 | 2.258 (1.135‐4.494) | .020 |
| Location | ||||
| Dorsal foot | Ref. | |||
| Plantar foot | 0.938 (0.485‐1.814) | .849 | ||
| Border | 1.223 (0.719‐2.079) | .458 | ||
| Level | ||||
| Forefoot | Ref. | |||
| Midfoot | 0.524 (0.238‐1.153) | .108 | ||
| Hindfoot | 0.561 (0.236‐1.334) | .191 | ||
| Above the ankle | 0.511 (0.240‐1.089) | .082 | ||
| Inflammatory signs | ||||
| No | Ref. | |||
| Yes | 1.430 (0.199‐10.299) | .723 | ||
| Cardiac disorder | 0.970 (0.630‐1.494) | .891 | ||
| Hypertension | 1.622 (0.938‐2.803) | .083 | ||
| Pulmonary disorder | 0.965 (0.482‐1.933) | .920 | ||
| Renal disorder | 1.402 (0.907‐2.169) | .129 | ||
| GI disorder | 0.742 (0.409‐1.346) | .326 | ||
| Hepatobiliary disorder | 0.819 (0.377‐1.782) | .615 | ||
| Ophthalmic disorder | 0.833 (0.470‐1.476) | .532 | ||
| CNS disorder | 1.114 (0.506‐2.453) | .788 | ||
| Arthritis | 1.027 (0.414‐2.545) | .955 | ||
| Musculoskeletal disorder | 1.269 (0.583‐2.761) | .549 | ||
| Genitourinary disorder | 1.162 (0.533‐2.534) | .706 | ||
| Metabolic disorder | 0.039 (<0.001‐27.920) | .333 | ||
| Malignant tumour | 0.971 (0.392‐2.405) | .950 | ||
| Ischemic heart disease | 1.438 (0.901‐2.296) | .128 | ||
| Acute myocardial infarction | 1.051 (0.610‐1.811) | .857 | ||
| Cerebrovascular accidents | 1.513 (0.817‐2.804) | .188 | ||
| Chronic kidney disease | 0.977 (0.633‐1.509) | .917 | ||
| Peripheral vascular disease | 1.375 (0.882‐2.143) | .159 | ||
| Osteomyelitis | 1.368 (0.780‐2.399) | .274 | ||
| WBC | 0.825 (0.535‐1.271) | .383 | ||
| Hb | 0.996 (0.612‐1.620) | .986 | ||
| Platelet | 0.722 (0.439‐1.189) | .201 | ||
| Glucose | 2.651 (0.368‐19.088) | .333 | ||
| BUN | 0.958 (0.611‐1.502) | .851 | ||
| Creatinine | 1.215 (0.711‐2.077) | .477 | ||
| AST | 1.018 (0.537‐1.931) | .956 | ||
| ALT | 1.206 (0.520‐2.798) | .662 | ||
| CRP | 0.399 (0.177‐0.896) | .026 | 0.248 (0.096‐0.638) | .004 |
| ESR | 21.400 (0.002‐203333.076) | .512 | ||
| Albumin | 0.680 (0.371‐1.244) | .211 | ||
| HbA1c | 1.076 (0.333‐3.476) | .903 | ||
Abbreviations: ALT, alanine transaminase; AST, aspartate aminotransferase; BUN, blood urea nitrogen; CI, confidence interval; CNS, central nervous system; CRP, C‐reactive protein; ESR, erythrocyte sedimentation rate; GI, gastrointestinal; Hb, haemoglobin; HbA1c, haemoglobin A1c; HR, hazard ratio; WBC, white blood cell.