Submitted:
09 April 2026
Posted:
10 April 2026
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
3. Results
3.1. Population Characteristics and Demographics
3.2. Multivariable Analysis
3.3. Sensitivity Analysis
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| NTLEA | Nontraumatic lower extremity amputation |
| DM | Diabetes mellitus |
| PAD | Peripheral arterial disease |
| DFU | Diabetic foot ulcer |
| CAD | Coronary artery disease |
Appendix A
| Disease | |
| diabetic foot ulcer | ICD-10 |
| Type 2 diabetes with ulceration | E11.621 |
| Type 2 diabetes with peripheral circulatory complications, controlled | E11.50 |
| Type 2 diabetes with peripheral circulatory complications, uncontrolled | E11.51 |
| Type 2 diabetes with gangrene | E11.52 |
| Type 2 diabetes with complications | E11.8 |
| Type 2 diabetes with neuropathy, unspecified | E11.40 |
| Type 2 diabetes with mononeuropathy | E11.41 |
| Type 2 diabetes with polyneuropathy | E11.42 |
| Peripheral arterial disease | ICD-10 |
| Unspecified atherosclerosis of native arteries of extremities, right leg | I70.201 |
| Unspecified atherosclerosis of native arteries of extremities, left leg | I70.202 |
| Unspecified atherosclerosis of native arteries of extremities, bilateral legs | I70.203 |
| Unspecified atherosclerosis of native arteries of extremities, unspecified extremity | I70.209 |
| Atherosclerosis of native arteries of extremities with intermittent claudication, right leg | I70.211 |
| Atherosclerosis of native arteries of extremities with intermittent claudication, left leg | I70.212 |
| Atherosclerosis of native arteries of extremities with intermittent claudication, bilateral legs | I70.213 |
| Atherosclerosis of native arteries of extremities with intermittent claudication, unspecified extremity | I70.219 |
| Atherosclerosis of native arteries of extremities with rest pain, right leg | I70.221 |
| Atherosclerosis of native arteries of extremities with rest pain, left leg | I70.222 |
| Atherosclerosis of native arteries of extremities with rest pain, bilateral legs | I70.223 |
| Atherosclerosis of native arteries of extremities with rest pain, unspecified extremity | I70.229 |
| Atherosclerosis of native arteries of right leg with ulceration of thigh | I70.231 |
| Atherosclerosis of native arteries of right leg with ulceration of calf | I70.232 |
| Atherosclerosis of native arteries of right leg with ulceration of ankle | I70.233 |
| Atherosclerosis of native arteries of right leg with ulceration of heel and midfoot | I70.234 |
| Atherosclerosis of native arteries of right leg with ulceration of other part of foot | I70.235 |
| Atherosclerosis of native arteries of right leg with ulceration of other part of lower leg | I70.238 |
| Atherosclerosis of native arteries of right leg with ulceration of unspecified site | I70.239 |
| Atherosclerosis of native arteries of left leg with ulceration of thigh | I70.241 |
| Atherosclerosis of native arteries of left leg with ulceration of calf | I70.242 |
| Atherosclerosis of native arteries of left leg with ulceration of ankle | I70.243 |
| Atherosclerosis of native arteries of left leg with ulceration of heel and midfoot | I70.244 |
| Atherosclerosis of native arteries of left leg with ulceration of other part of foot | I70.245 |
| Atherosclerosis of native arteries of left leg with ulceration of other part of lower leg | I70.248 |
| Atherosclerosis of native arteries of left leg with ulceration of unspecified site | I70.249 |
| Atherosclerosis of native arteries of extremities with gangrene, right leg | I70.261 |
| Atherosclerosis of native arteries of extremities with gangrene, left leg | I70.262 |
| Atherosclerosis of native arteries of extremities with gangrene, bilateral legs | I70.263 |
| Atherosclerosis of native arteries of extremities with gangrene, other extremity | I70.268 |
| Atherosclerosis of native arteries of extremities with gangrene, unspecified extremity | I70.269 |
| Peripheral vascular disease, unspecified | I73.9 |
| Embolism and thrombosis of arteries of the lower extremities | I74.3 |
| Embolism and thrombosis of iliac artery | I74.5 |
| Embolism and thrombosis of other arteries | I74.8 |
| Stricture of artery | I77.1 |
| Dissection of iliac artery | I77.72 |
| Complication of other artery following a procedure, not elsewhere classified, initial encounter | T81.718A |
| Complication of other artery following a procedure, not elsewhere classified, subsequent encounter | T81.718D |
| Complication of other artery following a procedure, not elsewhere classified, sequela | T81.718S |
| Complication of unspecified artery following a procedure, not elsewhere classified, initial encounter | T81.719A |
| Complication of unspecified artery following a procedure, not elsewhere classified, subsequent encounter | T81.719D |
| Complication of unspecified artery following a procedure, not elsewhere classified, sequela | 81.719S |
| non-invasive vascular study[22] | cpt codes |
| Duplex scan of lower extremity arteries or arterial bypass grafts | 93926/93925 (partial/complete) |
| Duplex scan of upper extremity arteries or arterial bypass grafts | 93931/93930 (partial/complete) |
| limited bilateral noninvasive physiologic studies of upper or lower extremity arteries, (eg, for lower extremity: ankle/brachial indices at distal posterior tibial and anterior tibial/dorsalis pedis arteries plus bidirectional, doppler waveform recording and analysis at 1-2 levels, or ankle/brachial indices at distal posterior tibial and anterior tibial/dorsalis pedis arteries plus volume plethysmography at 1-2 levels, or ankle/brachial indices at distal posterior tibial and anterior tibial/dorsalis pedis arteries with, transcutaneous oxygen tension measurement at 1-2 levels) | 93922 |
| complete bilateral noninvasive physiologic studies of upper or lower extremity arteries, 3 or more levels (eg, for lower extremity: ankle/brachial indices at distal posterior tibial and anterior tibial/dorsalis pedis arteries plus segmental blood pressure measurements with bidirectional doppler waveform recording and analysis, at 3 or more levels, or ankle/brachial indices at distal posterior tibial and anterior tibial/dorsalis pedis arteries plus segmental volume plethysmography at 3 or more levels, or ankle/brachial indices at distal posterior tibial and anterior tibial/dorsalis pedis arteries plus segmental transcutaneous oxygen tension measurements at 3 or more levels), or single level study with provocative functional maneuvers (eg, measurements with postural provocative tests, or measurements with reactive hyperemia) | 93923 |
| noninvasive physiologic studies of lower extremity arteries, at rest and following treadmill stress testing, (ie, bidirectional doppler waveform or volume plethysmography recording and analysis at rest with ankle/brachial indices immediately after and at timed intervals following performance of a standardized protocol on a motorized treadmill plus recording of time of onset of claudication or other symptoms, maximal walking time, and time to recovery) complete bilateral study | 93924 |
| endovascular diagnostic only | CPT codes |
| Introduction of catheter, aorta | 36200 |
| Selective catheter placement, arterial system, each first-order, lower- extremity | 36245 |
| Selective catheter placement, arterial system, second-order, lower- extremity | 36246 |
| Selective catheter placement, arterial system, third-order, lower- extremity | 36247 |
| Selective catheter placement, arterial system, beyond third order, lower- extremity | 36248 |
| endovascular procedure[23] | CPT codes |
| Transluminal peripheral atherectomy, open; aortic | 35481 |
| Transluminal peripheral atherectomy, open; iliac | 35482 |
| Transluminal peripheral atherectomy, percutaneous; aortic | 35491 |
| Transluminal peripheral atherectomy, percutaneous; iliac Outflow |
35492 |
| Transluminal balloon angioplasty, open; femoral-popliteal | 35456 |
| Transluminal balloon angioplasty, open; tibioperoneal trunk and branches | 35459 |
| Transluminal balloon angioplasty, percutaneous; tibioperoneal trunk or branches, each vessel | 35470 |
| Transluminal balloon angioplasty, percutaneous; femoral-popliteal 35483 Transluminal peripheral atherectomy, open; femoral-popliteal |
35474 |
| Transluminal peripheral atherectomy, open; tibioperoneal trunk and branches | 35485 |
| Transluminal peripheral atherectomy, percutaneous; femoral-popliteal | 35493 |
| Transluminal peripheral atherectomy, percutaneous; tibioperoneal trunk and branches | 35495 |
| Transcatheter placement of an intravascular stent(s), (except coronary, carotid, and vertebral vessel), percutaneous; initial vessel |
37205 |
| Transcatheter placement of an intravascular stent(s), (except coronary, carotid, and vertebral vessel), percutaneous; each additional vessel |
37206 |
| Transcatheter placement of an intravascular stent(s), (noncoronary vessel), open; initial vessel | 37207 |
| Transcatheter placement of an intravascular stent(s), (noncoronary vessel), open; each additional vessel |
37208 |
| open procedure[23] | CPT codes |
| Bypass graft, with vein; axillary-femoral | 35521 |
| Thromboendarterectomy, including patch graft, if performed; iliac | 35351 |
| Thromboendarterectomy, including patch graft, if performed; iliofemoral | 35355 |
| Thromboendarterectomy, including patch graft, if performed; combined aortoiliac | 35361 |
| Thromboendarterectomy, including patch graft, if performed; combined aortoiliofemoral 35537 Aortoiliac bypass | 35363 |
| Bypass graft, with vein; aortobi-iliac | 35538 |
| Bypass graft, with vein; aortofemoral | 35539 |
| Bypass graft, with vein; aortobifemoral | 35540 |
| Bypass graft, with vein | 35541 |
| Aortofemoral bypass with vein | 35546 |
| Aortofemoral graft with vein. For aortofemoral graft with vein | 35539 |
| Bypass graft, with vein; aortoiliofemoral, unilateral | 35548 |
| Bypass graft, with vein; aortoiliofemoral, bilateral | 35549 |
| Bypass graft, with vein; aortofemoral-popliteal | 35551 |
| Bypass graft, with vein; ilioiliac | 35563 |
| Bypass graft, with vein; iliofemoral | 35565 |
| Bypass graft, with other than vein; axillary-femoral | 35621 |
| Bypass graft, with other than vein; axillary-popliteal or -tibial | 35623 |
| Bypass graft, with other than vein; aortoiliac | 35637 |
| Bypass graft, with other than vein; aortobi-iliac | 35638 |
| Bypass graft, with other than vein; aortobifemoral | 35646 |
| Bypass graft, with other than vein; aortofemoral | 35647 |
| Bypass graft, with other than vein; aortofemoral-popliteal | 35651 |
| Bypass graft, with other than vein; axillary-femoral-femoral | 35654 |
| Bypass graft, with other than vein; femoral-femoral | 35661 |
| Bypass graft, with other than vein; ilioiliac | 35663 |
| Bypass graft, with other than vein; iliofemoral Outflow |
35665 |
| Thromboendarterectomy, including patch graft, if performed; superficial femoral artery | 35302 |
| Thromboendarterectomy, including patch graft, if performed; popliteal artery | 35303 |
| Thromboendarterectomy, including patch graft, if performed; tibioperoneal trunk artery | 35304 |
| Thromboendarterectomy, including patch graft, if performed; tibial or peroneal artery, | 35305 |
| Thromboendarterectomy, including patch graft, if performed; each additional tibial | 35306 |
| Thromboendarterectomy, including patch graft, if performed; common femoral | 35371 |
| Thromboendarterectomy, including patch graft, if performed; deep (profunda) femoral | 35372 |
| Bypass graft, with vein; axillary-femoral-femoral | 35533 |
| Bypass graft, with vein; femoral-popliteal | 35556 |
| Bypass graft, with vein; femoral-femoral | 35558 |
| Bypass graft, with vein; femoral-anterior tibial, posterior tibial, peroneal artery | 35566 |
| Bypass graft, with vein; popliteal-tibial, -peroneal artery or other distal vessels | 35571 |
| In-situ vein bypass; femoral-popliteal | 35583 |
| In-situ vein bypass; femoral-anterior tibial, posterior tibial, or peroneal artery | 35585 |
| In-situ vein bypass; popliteal-tibial, peroneal | 35587 |
| Bypass graft, with other than vein; femoral-popliteal | 35656 |
| Bypass graft, with other than vein; femoral-anterior tibial, posterior tibial, or peroneal artery | 35666 |
| Bypass graft, with other than vein; popliteal-tibial or -peroneal artery | 35671 |
| Bypass graft; composite, prosthetic and vein | 35681 |
| Bypass graft; autogenous composite, two segments of veins from two locations | 35682 |
| Bypass graft; autogenous composite, three or more segments of vein | 35683 |
| Revision, lower extremity arterial bypass, without thrombectomy, open; with vein patch angioplasty | 35879 |
| Revision, lower extremity arterial bypass, without thrombectomy, open; with segmental vein interposition | 35881 |
| Revision, femoral anastomosis of synthetic arterial bypass graft in groin, open; with nonautogenous patch graft | 35883 |
| Revision, femoral anastomosis of synthetic arterial bypass graft in groin, open; with autogenous vein patch graft | 35884 |
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| Population Characteristics and Demographics | |||
| Characteristics | Major Amputation n=5,493 | No Major Amputation n=263,529 | P-value |
| Age mean (SD) | 63.8 (11.3) | 67.3 (11.9) | <0.01 |
| Sex1 | |||
| Male | 3,612 | 134,756 | <0.01 |
| Female | 1,881 | 128,771 | |
| Tobacco use (%) | 3,633 (66%) | 141,334 (54%) | <0.01 |
| Comorbidities (yes) % | |||
| Obesity | 2,574 (47%) | 121,758 (46%) | 0.31 |
| Heart Disease | 5,390 (98%) | 245,856 (93%) | <0.01 |
| CKD | 3,582 (65%) | 105,305 (40%) | <0.01 |
| Diabetic Foot Ulcer | 2,603 (47%) | 33,858 (13%) | <0.01 |
| PAD | 4,874 (89%) | 244,719 (93%) | <0.01 |
| Foot ulcer | 2,812 (51%) | 37,264 (14%) | <0.01 |
| Peripheral Neuropathy | 3,396 (62%) | 90,071 (34%) | <0.01 |
| Provider Encounters (yes) % | |||
| Seen by Podiatric Surgery | 395 (7%) | 11,125 (4%) | <0.01 |
| Seen by Vascular Surgery | 3,313 (60%) | 63,569 (24%) | <0.01 |
| Seen by General Surgery | 1,530 (28%) | 18,241 (7%) | <0.01 |
| Seen by Plastic Surgery | 158 (3%) | 1,472 (0.5%) | <0.01 |
| Seen by Orthopedic Surgery | 620 (11%) | 5,441 (2%) | <0.01 |
| Seen by Vascular + Podiatric Surgery | 293 (5%) | 3,011 (1%) | <0.01 |
| Seen by GenSurg + Podiatric Surgery | 119 (2%) | 1,312 (0.6%) | <0.01 |
| Seen by Plastics + Podiatric Surgery | 23 (0.4%) | 175 (0.07%) | <0.01 |
| Seen by Ortho + Podiatric Surgery | 68 (1%) | 494 (0.2%) | <0.01 |
| Multivariable Model Examining Provider Type and Major Amputation | ||||
| Crude OR | 97.5% CI | Adjusted OR1 | 97.5%CI | |
| Podiatric Surgery | 1.76 | 1.58-1.95 | 0.68 | 0.61-0.76 |
| Vascular Surgery | 4.78 | 4.53-5.05 | 3.82 | 3.61-4.06 |
| General Surgery | 5.19 | 4.88-5.52 | 2.59 | 2.42-2.77 |
| Plastic Surgery | 5.27 | 4.45-6.21 | 1.60 | 1.34-1.90 |
| Orthopedic Surgery | 6.04 | 5.52-6.58 | 2.78 | 2.52-3.05 |
| Vascular + Podiatric Surgery | 4.88 | 4.30-5.50 | 1.38 | 1.21-1.57 |
| GenSurg + Podiatric Surgery | 4.33 | 3.63-5.32 | 1.10 | 0.90-1.33 |
| Plastics + Podiatric Surgery2 | -- | -- | -- | -- |
| Ortho + Podiatric Surgery2 | -- | -- | -- | -- |
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