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. Author manuscript; available in PMC: 2023 Oct 24.
Published in final edited form as: JACC Cardiovasc Interv. 2022 Oct 24;15(20):2080–2090. doi: 10.1016/j.jcin.2022.07.050

Temporal Trends, Practice Variation, and Associated Outcomes With IVUS Use During Peripheral Arterial Intervention

Sanjay Divakaran a,b,c, Sahil A Parikh d, Beau M Hawkins e, Siyan Chen b, Yang Song b, Subhash Banerjee f, Kenneth Rosenfield g, Eric A Secemsky b,c,h
PMCID: PMC9758975  NIHMSID: NIHMS1853188  PMID: 36265940

Abstract

BACKGROUND

Intravascular ultrasound (IVUS) has been shown in limited prospective studies to improve procedural outcomes for patients undergoing lower extremity peripheral arterial intervention (PVI).

OBJECTIVES

The authors aimed to study temporal trends, practice variation, and associated outcomes with the use of IVUS during PVI among Medicare beneficiaries.

METHODS

All PVIs performed from 2016 to 2019 among Medicare beneficiaries aged >65 years were included. Temporal trends in IVUS use were stratified by procedural location (inpatient, outpatient, or ambulatory surgery center [ASC]/office-based laboratory [OBL]) and physician specialty. The primary outcome was major adverse limb events (MALE). Inverse probability weighting was used to account for differences in baseline characteristics. Cox regression with competing risks was used to estimate weighted hazard ratios.

RESULTS

During the study period, 543,488 PVIs were included, of which 63,372 (11.7%) used IVUS. A substantial growth in IVUS use was observed, which was driven by procedures performed in ASCs/OBLs (23.6% increase from quarter 1 of 2016 through quarter 4 of 2019). Among operators who used IVUS, there was also notable variation in use (median operator use 5.4% of cases; IQR: 2.2%–15.0%; range, <1%–100%). In weighted analysis, IVUS use during PVI was associated with a lower risk of MALE through a median of 514 days (adjusted hazard ratio: 0.73; 95% CI: 0.70–0.75; P < 0.0001).

CONCLUSIONS

In contemporary nationwide data, IVUS use during PVI has increased since 2016, driven by growth in the ASC/OBL setting. However, there remains substantial variation in operator practice. When used during PVI, IVUS was associated with a lower risk of short- and long-term MALE.

Keywords: intravascular ultrasound, major adverse limb event(s), peripheral arterial intervention, peripheral artery disease


Intravascular ultrasound (IVUS) uses miniaturized ultrasound transducers to provide vessel information beyond what can be obtained by standard angiography.1 This includes but is not limited to reference vessel size, luminal diameter, luminal cross-sectional area, and characterization of atherosclerotic plaque. Although the original clinical applications of IVUS were in lower extremity peripheral arterial intervention (PVI),2 IVUS use during coronary interventions grew rapidly, and consensus documents and best practices endorsing its use have been published.35 The coronary interventional growth has also been supported by randomized trials and observational studies demonstrating improved outcomes compared with traditional angiography alone. For example, several meta-analyses of randomized and observational studies have demonstrated that IVUS-guided coronary stenting is associated with a significantly lower risk of cardiovascular death, myocardial infarction (MI), target lesion revascularization, and stent thrombosis.6,7

Although the evolution in evidence supporting IVUS use during PVI is more limited,8 observational studies have demonstrated improved procedural outcomes with the inclusion of IVUS as part of the revascularization strategy. For instance, multiple cohort studies have demonstrated that IVUS use can improve intraluminal sizing, better evaluate the degree of vessel calcification, interrogate the severity of postintervention dissection, and be used to predict outcomes after stent implantation.912 In one study, IVUS use during below-the-knee angioplasty in critical limb ischemia (CLI) was associated with better wound healing rates.13 In addition, in a meta-analysis that included data from 8 observational studies, IVUS-assisted PVI had similar primary patency and reintervention rates compared with angiography-based PVI alone but was associated with significantly lower rates of periprocedural adverse events and vascular complications.14

Despite the established and emerging data, only little is known about the growth and outcomes associated with IVUS use during PVI in contemporary real-world practice.15 As such, we aimed to study temporal trends, practice variation, and associated outcomes with the use of IVUS as part of a lower extremity revascularization strategy among Medicare beneficiaries. This study is unique because the Medicare data set allows for the evaluation of use patterns across clinical settings (inpatient, hospital outpatient, and ambulatory surgery center [ASC]/office-based laboratory [OBL]) and physician specialties, as well as the ability to track long-term outcomes.

METHODS

DATA SOURCE, STUDY COHORT, AND EXPOSURE.

The study was approved by the Institutional Review Board of Beth Israel Deaconess Medical Center and was conducted in compliance with the data use agreement in place between the Centers for Medicare and Medicaid Services (CMS) and Beth Israel Deaconess Medical Center. The study cohort included all lower extremity PVIs involving the iliac, femoropopliteal, and tibial arteries performed between January 1, 2016, and December 31, 2019, among fee-for-service Medicare beneficiaries 66 years and older with at least 1 year of enrollment before their index PVI. Inpatient PVIs were identified in the Medicare Provider Analysis and Review inpatient files using International Classification of Diseases-10th Revision (ICD-10) Procedure Coding System claims codes (Supplemental Table 1). Outpatient PVIs were identified by Current Procedural Terminology codes in Medicare carrier fee-for-service files and institutional outpatient files (Supplemental Table 1). Claims codes only identify revascularization procedures and may not include procedures involving unsuccessful revascularization attempts.

Sociodemographics were identified at the time of the index PVI using the master beneficiary summary file. Race/ethnicity was classified based on self-report using categories specified by Medicare at the time of Medicare enrollment. Comorbidities were ascertained using the CMS Chronic Conditions Data Warehouse common chronic conditions and other conditions files. In addition, ICD-10-Clinical Modification claims codes were used to identify CLI, intermittent claudication (IC), and prior amputation during a 1-year look back period (Supplemental Table 2).

The primary exposure of IVUS use during PVI was identified using Current Procedural Terminology and the ICD-10 Procedure Coding System (Supplemental Table 1). Carrier files were used to identify procedure location (inpatient, outpatient, or ASC/OBL) and physician specialty (cardiologist, surgeon, interventional radiologist, or other).

OUTCOMES.

The primary outcome for this analysis was major adverse limb events (MALE), which was defined as a composite of acute limb ischemia (arterial thrombosis/embolism) or major lower extremity amputation (defined as amputation proximal to the level of the forefoot) (Supplemental Table 3). The secondary outcomes included minor amputation (defined as amputation involving the forefoot or phalanges) and any amputation. Only the first procedure during the study period was included in the outcomes analysis. We also used falsification endpoint testing to assess for the presence of unmeasured confounding.16 The prespecified falsification endpoints were: 1) acute MI requiring hospitalization; 2) congestive heart failure (CHF) requiring hospitalization; and 3) pneumonia requiring hospitalization (Supplemental Table 4).17

STATISTICAL ANALYSIS.

Categoric variables were reported as counts and percentages and continuous variables as means and SDs. Given the large sample size, standardized mean differences were reported, with a threshold of at least 10% to define statistical significance.17

Quarterly time trends of the proportion of PVIs that used IVUS were evaluated and plotted from quarter 1 of 2016 to quarter 4 of 2019. This was stratified by procedure location and physician specialty. To evaluate for heterogeneity in practice between operators, each operator’s proportional use of IVUS during PVI for the total study period was assessed and depicted in a histogram.

For the outcomes analysis, the first procedure during the study period for each patient was included. Inverse probability weighting was used as the primary analytical tool for the endpoints to correct for potential confounding caused by imbalances in observed characteristics in baseline characteristics for patients treated with IVUS versus angiography alone.17 To calculate propensity scores used for weighting, logistic regression models were used to estimate the propensity for being treated with IVUS during PVI. All patient, procedural, and hospital characteristics were used in the model, as listed in Table 1. Each patient was then weighted based on their propensity score. Cumulative incidences at each time point were reported, with cumulative incidence functions estimated by Fine-Gray methods to account for the competing risk of death. Cox regression models were then used to estimate the weighted hazard ratios (HRs) comparing IVUS use during PVI versus no IVUS use. The subdistribution hazard models were constructed based on Fine-Gray methods.18

TABLE 1.

Preweighting and Postweighting Patient Characteristics (Overall Cohort)

Preweighting
Postweighting
Non-IVUS Patients (n = 479,756) IVUS Patients (n = 63,732) Standardized Mean Difference Non-IVUS Patients IVUS Patients Standardized Mean Difference

Demographics
 Age, y 76.3 ± 7.2 76.4 ± 7.2 −0.8 76.4 ± 7.2 76.3 ± 7.2 0.9
 Male 56.7 56.2 1.0 56.7 56.9 −0.4
 Race
 White 79.6 75.4 10.2 79.2 79.9 −1.8
 Black 13.1 14.0 −2.6 13.2 12.9 0.9
 Other 7.3 10.6 −11.8 7.6 7.2 1.5
 Dual enrollment 22.0 25.2 −7.7 22.3 21.4 2.2
 Region
 East North Central 14.8 12.4 7.2 14.5 14.2 0.8
 East South Central 7.9 3.9 16.9 7.4 8.0 −1.9
 West North Central 6.7 4.4 10.0 6.5 6.6 −0.6
 West South Central 14.4 15.2 −2.2 14.5 14.5 0.0
 Middle Atlantic 11.5 11.5 −0.1 11.5 10.6 2.9
 Mountain 4.9 11.5 −24.1 5.7 5.6 0.5
 New England 3.8 2.8 5.7 3.7 3.8 −0.4
 Pacific 11.1 16.1 −14.8 11.7 11.4 0.8
 South Atlantic 24.9 22.2 6.4 24.6 25.4 −2.0
Comorbidities
 Acute myocardial infarction 15.3 13.5 5.1 15.1 15.3 −0.4
 Alzheimer’s disease 5.8 6.3 −2.0 5.9 5.5 1.3
 Alzheimer’s disease and related disorders of senile dementia 20.9 21.8 −2.2 21.0 20.4 1.4
 Atrial fibrillation 28.2 25.5 6.0 27.9 28.1 −0.4
 Cataract 69.8 70.1 −0.6 69.9 69.7 0.5
 Chronic kidney disease 66.5 67.8 −2.8 66.6 66.3 0.7
 Chronic obstructive pulmonary disease 50.5 49.1 2.8 50.4 50.5 −0.3
 Heart failure 54.2 52.5 3.4 54.0 53.7 0.6
 Diabetes 66.6 69.0 −5.2 66.8 65.7 2.3
 Glaucoma 26.1 28.1 −4.4 26.3 25.8 1.2
 Hip/pelvic fracture 5.8 5.4 1.5 5.7 5.6 0.6
 Ischemic heart disease 83.2 82.3 2.5 83.1 83.2 −0.1
 Depression 40.7 41.4 −1.4 40.8 40.5 0.7
 Osteoporosis 21.0 22.2 −2.9 21.1 20.7 1.1
 Rheumatoid arthritis/osteoarthritis 68.4 70.6 −4.8 68.7 68.3 0.9
 Stroke/transient ischemic attack 28.1 27.6 1.1 28.1 27.9 0.4
 Breast cancer 4.0 4.1 −0.9 4.0 4.0 0.1
 Colorectal cancer 3.7 3.7 −0.0 3.7 3.6 0.5
 Prostate cancer 7.7 7.8 −0.5 7.7 7.7 0.2
 Lung cancer 3.0 2.7 2.0 3.0 3.0 −0.1
 Endometrial cancer 0.9 0.8 0.3 0.9 0.9 0.1
 Anemia 75.0 76.0 −2.2 75.1 74.7 0.9
 Asthma 17.2 18.5 −3.5 17.3 17.1 0.6
 Hyperlipidemia 93.8 94.5 −3.0 93.9 93.7 0.8
 Benign prostatic hyperplasia 29.0 30.7 −3.9 29.2 29.0 0.5
 Hypertension 97.1 97.3 −1.0 97.1 97.1 0.2
 Acquired hypothyroidism 30.6 32.6 −4.3 30.8 30.5 0.7
 Tobacco use 36.6 35.0 3.3 36.4 36.9 −0.9
 History of amputation 7.1 5.0 8.9 6.9 6.7 0.7
Anatomy of disease
 Segment (any)
  Iliac 23.4 21.4 4.7 23.2 24.7 −3.6
  Femoropopliteal 69.1 74.7 −12.4 69.8 69.5 0.5
  Tibial 37.7 49.9 −24.7 39.1 36.9 4.6
 Segment (exclusive)
  Iliac 15.1 11.3 11.1 14.5 16.9 −6.5
  Femoropopliteal 40.7 32.3 17.5 39.7 40.3 −1.2
  Tibial 15.4 13.7 4.8 15.3 13.3 5.6
  Iliac and femoropopliteal 6.5 6.5 −0.0 6.7 6.0 2.9
  Iliac and tibial 0.4 0.3 1.4 0.4 0.2 2.9
  Femoropopliteal and tibial 20.5 32.6 −27.6 21.8 21.7 0.3
  Iliac, femoropopliteal, and tibial 1.4 3.3 −12.3 1.6 1.7 −0.1
PAD severity
 Critical limb ischemia 36.2 39.0 −5.9 36.5 35.9 1.3
 Intermittent claudication 38.5 42.4 −8.0 38.9 39.0 −0.1
 Unspecified PAD 25.4 18.6 16.4 24.6 25.2 −1.3

Values are mean ± SD or %.

CLI = critical limb ischemia; IVUS = intravascular ultrasound; PAD = peripheral artery disease.

Prespecified subgroups included the severity of peripheral artery disease (PAD) (CLI, IC, or unspecified PAD, defined as lower extremity arterial revascularization without an assigned code for CLI or IC), arterial segment (iliac, femoropopliteal, and tibial), and inpatient versus outpatient procedural location.

SENSITIVITY ANALYSES TO EVALUATE FOR UNMEASURED CONFOUNDING.

To evaluate for the impact of unmeasured confounding, 2 additional analyses were performed. First, the association between IVUS use and the falsification endpoints of hospitalization for MI, hospitalization for CHF, and hospitalization for pneumonia were evaluated using similar methods as conducted in the primary analysis.

Second, an instrumental variable analysis was performed using operator preference for IVUS as the instrument and the 2-stage least squares method.1921 Because this method does not account for loss to follow-up, only patients with at least 1 year of follow-up were included. Furthermore, death was included as a composite outcome with MALE to account for the competing risk of death because this cannot be accounted for using the 2-stage least squares method. For both stages of the model, patient, procedural, and operator characteristics were included for adjustment. Risk differences with CIs and P values were reported.

All statistical analyses were performed using SAS software, version 9.3 (SAS Institute Inc). A 2-sided P value <0.05 was considered significant.

RESULTS

TEMPORAL TRENDS AND OPERATOR PREFERENCE FOR IVUS.

There were 543,488 patients who underwent PVI identified during the study period, 63,732 (11.7%) of which used IVUS. IVUS use rates by procedure location were as follows: 4.0% of inpatient PVIs, 5.2% of outpatient PVIs, and 26.8% of ASC/OBL PVIs. IVUS use rates by physician specialty included 10.3% of PVIs performed by cardiologists, 11.5% of PVIs performed by surgeons, 17.4% of PVIs performed by interventional radiologists, and 10.4% of PVIs performed by other physician specialties. Rates of IVUS use during PVI increased over time in all procedure locations (Figure 1) and among all physician specialties (Figure 2). The largest procedural location of growth occurred in ASC/OBLs, with a 23.6% increase from quarter 1 of 2016 through quarter 4 of 2019. Additionally, among physician specialties, interventional radiologists demonstrated a 19.7% growth in IVUS use during the study period.

FIGURE 1. Temporal Trends in IVUS Use in Lower Extremity Peripheral Arterial Intervention by Procedure Location.

FIGURE 1

Rates of intravascular ultrasound (IVUS) use from quarter 1 (Q1) 2016 through quarter 4 (Q4) 2019 during peripheral arterial intervention stratified by procedure location. Q2 = quarter 2; Q3 = quarter 3.

FIGURE 2. Temporal Trends in IVUS Use in Lower Extremity Peripheral Arterial Intervention by Physician Specialty.

FIGURE 2

Rates of IVUS use from Q1 2016 through Q4 2019 during peripheral arterial intervention stratified by physician specialty. Abbreviations as in Figure 1.

Individual operator’s proportional use of IVUS during PVI was heterogeneous. Among all operators (N = 12,844), the mean use of IVUS during PVI was 6.5%, with a median use of 0% and IQR of 0% to 5% (Figure 3). When restricted to operators who used IVUS at least once during the study period (n = 3,822), the mean use was 13.4%, with a median of 5.4% and an IQR of 2.2% to 15%. Individual operator’s proportional use of IVUS during PVI by location of procedure and by physician specialty are displayed in Supplemental Figures 1 and 2, respectively.

FIGURE 3. Operator Variation in IVUS Use in Lower Extremity Peripheral Arterial Intervention.

FIGURE 3

The proportion of peripheral arterial interventions among individual operators in which intravascular ultrasound (IVUS) was used during the procedure. The overall preference for IVUS use varied widely across individuals.

PATIENT AND PROCEDURAL CHARACTERISTICS.

When comparing characteristics between procedures performed with and without IVUS, the notable differences included greater use of IVUS among patients residing in the Mountain and Pacific regions. In addition, patients undergoing multilevel PVI (ie, treatment of more than 1 arterial segment) were more often treated with IVUS. Otherwise, there was a substantial balance between patients treated with and without IVUS before weighting, and there were no residual differences after weighting. Patient and procedural characteristics of the non-IVUS and IVUS groups by severity of PAD are shown in Supplemental Tables 5 to 7 and by anatomic location of intervention in Supplemental Tables 8 to 10.

OUTCOMES.

Before weighting, IVUS use with PVI was associated with a 28% reduction in the HR for MALE (95% CI: 0.70–0.75; P < 0.0001) through a median follow-up of 514 days (quarter 1: 212 days, quarter 3: 904 days) (Table 2). This association persisted in the weighted analysis (adjusted HR: 0.73; 95% CI: 0.70–0.75; P < 0.0001) (Central Illustration). There were similar reductions in the components of the composite outcome (acute limb ischemia: adjusted HR: 0.82; 95% CI: 0.78–0.87; P < 0.0001; major amputation: adjusted HR: 0.69; 95% CI: 0.66–0.71; P < 0.0001). Similar findings were observed when stratified by severity of PAD (Supplemental Table 11, Supplemental Figures 3 to 5) and by anatomic location of PVI (Supplemental Table 12, Supplemental Figures 6 to 8). Of note, the reduction in MALE was largest in magnitude among patients with CLI (adjusted HR: 0.76; 95% CI: 0.73–0.79; P < 0.0001) and those with unspecified PAD (adjusted HR: 0.65; 95% CI: 0.61–0.70; P < 0.0001), whereas the overall rates of MALE and the benefit of IVUS were more attenuated among patients with IC. When stratified by inpatient versus outpatient location of intervention, MALE remained lower when IVUS was used during PVI irrespective of place of service (inpatient adjusted HR: 0.92; 95% CI: 0.86–0.99; P = 0.026; outpatient adjusted HR: 0.83; 95% CI: 0.80–0.86; P < 0.0001).

TABLE 2.

Outcomes (Overall Cohort)

Preweighting
Postweighting
HR (95% CI) P Value HR (95% CI) P Value

MALE 0.72 (0.70–0.75) <0.0001 0.73 (0.70–0.75) <0.0001
Acute Limb ischemia 0.79 (0.75–0.84) <0.0001 0.82 (0.78–0.87) <0.0001
Major amputation 0.71 (0.68–0.73) <0.0001 0.69 (0.66–0.71) <0.0001
Minor amputation 0.81 (0.78–0.84) <0.0001 0.80 (0.77–0.83) <0.0001
Any amputation 0.75 (0.73–0.77) <0.0001 0.74 (0.72–0.76) <0.0001
Falsification outcomes
 Hospitalization for myocardial infarction 1.02 (0.97–1.09) 0.41 1.03 (0.97–1.09) 0.28
 Hospitalization for congestive heart failure 0.91 (0.88–0.94) <0.0001 0.97 (0.94–1.00) 0.04
 Hospitalization for pneumonia 1.06 (1.00–1.12) 0.05 1.06 (1.01–1.12) 0.02

MALE = major adverse limb event(s).

CENTRAL ILLUSTRATION. Cumulative Incidence of the Composite Endpoint of Major Adverse Limb Events and its Components After Lower Extremity Peripheral Arterial Intervention Stratified by Use of IVUS.

CENTRAL ILLUSTRATION

ALI = acute limb ischemia; IVUS = intravascular ultrasound; NNT = number needed to treat; MALE = major adverse limb effect.

For the secondary outcomes, the use of IVUS during PVI was associated with lower risks of minor amputation and any amputation, both pre- and postweighting (Table 2). Again, these findings were consistent when stratified by severity of PAD (Supplemental Table 11) and by anatomic location of PVI (Supplemental Table 12).

SENSITIVITY ANALYSES.

Among the falsification endpoints, there was no association between IVUS use and hospitalization for MI, and only a marginal association existed with hospitalization for CHF or pneumonia (Supplemental Figure 9). Similar findings were observed when stratified by severity of PAD (Supplemental Table 11, Supplemental Figures 10 to 12) and by anatomic location of PVI (Supplemental Table 12, Supplemental Figures 13 to 15).

In the instrumental variable analysis, a total of 530,185 patients who underwent PVI and had at least 1 year of follow-up were included. Overall, characteristics were well balanced across increasing quintiles of operator IVUS use, although there were some notable differences in race, region, and arterial segment of PVI (Supplemental Table 13). The instrumental variable’s stage 1 Cragg-Donald Wald F statistic for the composite outcome of MALE or death was 5928.08 (P < 0.001), which is consistent with a strong instrumental variable (Supplemental Table 14). For the composite outcome of MALE or death, IVUS use during PVI was associated with an absolute risk reduction of 7.0% at 1 year (95% CI: 6.3%–7.7%) as well as a 6.7% absolute risk reduction in major amputation or death (95% CI: 6.1%–7.4%) (Supplemental Table 15).

DISCUSSION

In this contemporary analysis of Medicare beneficiaries undergoing PVI from 2016 through 2019, the use of IVUS was nearly 10-fold higher compared with a study from 2006 to 201122 and grew across procedure location and physician specialty during the study period. The greatest growth that occurred during the study period was in ASC/OBLs and by interventional radiologists. Nonetheless, the use of IVUS during PVI was heterogeneous, with both frequent and infrequent users. Among outcomes, when IVUS was incorporated into a PVI strategy, it was associated with a reduction in MALE. This finding was consistent across arterial segments and severity of PAD and was overall robust to assessments of unmeasured confounding.

The current growth of lower extremity endovascular revascularization has overall been marked and is paralleled by a decline in surgical revascularization.23 This is likely a result of technological advances in peripheral devices, improvements in procedural techniques, increased global investment in the endovascular field, and greater patient and case complexity. Nonetheless, during this time, amputation rates have remained stagnant,24 with ongoing calls to action to identify strategies to improve limb outcomes.25 One unique aspect of vascular intervention is the diverse specialties and procedural locations involved. This heterogeneity is not observed in fields like coronary revascularization and creates a challenge for harmonizing best practices and creating uniform procedural standards, which may in part be causative of the slow improvement in patient outcomes.

The benefit of IVUS use during coronary revascularization is now well established; however, its use during PVI is still in its infancy. In part, this may be a result of the diversity in experience in the vascular space. This analysis magnifies how the adoption of technology can vary dramatically across specialty and procedural location. For example, the increase in IVUS use was marked among interventional radiologists, although it was more moderate for cardiologists and surgeons. Furthermore, the growth in use in the ASC/OBL setting has outpaced that of other procedural locations. Although this may be driven in part by favorable reimbursement for IVUS use in this clinical setting,15 it may also reflect changes in operator practices and greater complexity of cases that are moving from hospital systems into private clinics, in particular involving patients with CLI. Irrespective of the underpinnings, the degree of variation in practice patterns among vascular providers requires greater effort in standardizing best practices through multi-specialty guidelines and consensus documents.5

Another contributor to the slow and varied growth of IVUS during PVI is the limited evidence base supporting its use. Unlike for PVI, IVUS has become an established, guideline-recommended imaging tool during coronary intervention.26 In multiple randomized trials and observational studies, IVUS has consistently demonstrated reductions in meaningful endpoints, including MI, cardiovascular death, and stent thrombosis. Much of what is used from coronary IVUS images to improve procedural decision making can also be applied to the peripheral interventional space. For instance, IVUS can be used to evaluate the degree of arterial calcification to indicate the need for plaque modification procedures, such as atherectomy. Studies have shown the importance of procedure-related variables (such as balloon inflation time and maximal inflation pressure)27 during peripheral arterial intervention to improve long-term outcomes. IVUS has been shown to help identify the presence of postintervention dissections, improve vessel size assessment, optimize balloon and stent selection and deployment, and evaluate for residual disease. In particular, the use of IVUS for device sizing, especially for drug-coated devices, can have a meaningful impact on reducing restenosis. These findings appear to be translating into meaningful limb outcomes in limited analyses.28 Most recently, a prospective single-center trial of 150 patients undergoing femoropopliteal endovascular intervention that randomized patients to guidance by IVUS and angiography or angiography alone found that restenosis at 12 months was significantly lower in the IVUS-guided revascularization group.29 However, IVUS should be used carefully when sizing balloons/stents to avoid oversizing, in particular when revascularization involves the subintimal space.30

In the current study involving a large cohort of contemporary real-world patients undergoing PVI, IVUS again demonstrated an association with improved limb outcomes when included as part of a PVI procedure. Although amputation is rare among patients with claudication and, as expected, the reduction in limb events was largely driven by patients with CLI and unspecified PAD, there remained a small but meaningful impact on long-term limb outcomes for patients with claudication. Although these observational data may be subject to unmeasured confounding, it is important to note that a similar benefit was observed in a sensitivity analysis using a uniquely different statistical technique with different assumptions. This study overall lends additional support to the emerging evidence that IVUS use when incorporated into a peripheral revascularization strategy may improve longitudinal limb outcomes. As similar supportive data continue to emerge, the next extensions for peripheral IVUS use will require a focus on strategies to improve the uniform adoption across specialties and procedural locations. This will be strengthened by investment in randomized clinical trials and large prospective studies with hard endpoints. In addition, evaluations of the cost-effectiveness of IVUS use during PVI, improvements in workflow strategies, and better education of imaging interpretation will be required.

STUDY LIMITATIONS

First, IVUS use was identified using claims codes, and how it was incorporated into the procedure cannot be discerned. Although the use of claims codes to define the primary exposure can result in misclassification, appropriate and accurate billing is required for reimbursement and likely reduces this risk. Second, CMS data do not include detailed procedural information, including lesion characteristics such as length and severity of disease, degree of calcification, and the presence of total occlusion. Third, the cohort only included patients who experienced revascularization and therefore did not include patients who underwent an unsuccessful endovascular revascularization attempt. Fourth, the instrumental variable analysis also has limitations, particularly if physicians who used IVUS more or less often differ in other unmeasured ways. Fifth, other endpoints like target lesion revascularization could not be evaluated because of the ambiguity of the claims codes. This is a key limitation, and more work is needed to study the impact of IVUS on restenosis and target lesion revascularization rates. One recent randomized trial found that IVUS use during femoropopliteal revascularization resulted in a ~17% reduction in binary restenosis at 1 year,29 supporting the findings of the current analysis. Lastly, despite the evaluation for residual and unmeasured confounding, there remains the possibility that these factored into the findings because of the observational study design.

CONCLUSIONS

In contemporary nationwide data, IVUS use during PVI has increased since 2016. However, there remains substantial variation in operator use. When used as part of a PVI strategy, IVUS use was associated with improved outcomes, including lower rates of incident MALE. Additional prospective data, will be useful to help confirm the association between IVUS use during PVI and improved long-term outcomes as well as help address specific clinical scenarios in which IVUS can be used to make treatment decisions.

Supplementary Material

Supplemental Figures and Tables

PERSPECTIVES.

WHAT IS KNOWN?

IVUS has been established to improve outcomes during percutaneous coronary intervention and has been shown in limited prospective and observational studies to reduce restenosis for patients undergoing lower extremity PVI.

WHAT IS NEW?

In this large, Medicare claims-based observational study, IVUS use during PVI increased from 2016 to 2019, with substantial variation in operator practice. The use of IVUS during PVI was associated with improved long-term clinical outcomes, including a lower risk of MALE.

WHAT IS NEXT?

Additional research, including prospective studies, is needed to understand the mechanisms for this association and help address specific clinical scenarios in which IVUS can be used to make treatment decisions.

FUNDING SUPPORT AND AUTHOR DISCLOSURES

This work was funded by the Smith Center for Outcomes Research in Cardiology, including a research grant from Philips to the Smith Center. Dr Divakaran is supported by a joint KL2/Catalyst Medical Research Investigator Training (CMeRIT) Award from Harvard Catalyst and the Boston Claude D. Pepper Older Americans Independence Center (5P30AG031679-10). Dr Secemsky is supported by National Institutes of Health/NHLBI K23 HL150290 and Harvard Medical School’s Shore Faculty Development Award. Dr Parikh has received research grants from Abbott, Boston Scientific (DSMB), Shockwave, Surmodics, TriReme, and Veryan Medical; has received consulting fees from Abiomed, Inari, Penumbra, and Terumo; and is an advisory board member for Abbott, Boston Scientific, CSI, Janssen, Medtronic, and Philips. Dr Hawkins has received institutional research grants from Behring, Hemostemix, National Institutes of Health/National Heart, Lung, and Blood Institute, and Boston Scientific. Dr Banerjee has received honoraria from Medtronic, Cordis, Livmor, and AngioSafe. Dr Rosenfield has received research grants to his institution from National Institutes of Health and Boston Scientific; has equity in Accolade, Access Vascular, Althea Medical, Contego, Cruzar Systems, Embolitech, Endospan, JanaCare, Magneto, Orchestra, PQ Bypass, Shockwave, Thrombolex, Truvic, and Valcare; is a consultant/has scientific advisory board relationships with Angiodynamics, Boston Scientific, Contego; InspireMD, Magneto, Mayo Clinic, Neptune Medical, Philips, Summa Therapeutics, Surmodics, Thrombolex, and Truvic; and is a board member of the National PERT Consortium. Dr Secemsky has received research grants to Beth Israel Deaconess Medical Center (NIH/NHLBI K23HL150290, Food and Drug Administration, Harvard Medical School’s Shore Faculty Development Award, AstraZeneca, BD, Boston Scientific, Cook, CSI, Laminate Medical, Medtronic, and Philips); and has received consulting fees from Abbott, Bayer, BD, Boston Scientific, Cook, CSI, Endovascular Engineering, Inari, Janssen, Medtronic, Philips, and VentureMed. All other authors have reported that they have no relationships relevant to the contents of this paper to disclose.

ABBREVIATIONS AND ACRONYMS

ASC

ambulatory surgery center

CHF

congestive heart failure

CLI

critical limb ischemia

CMS

Centers for Medicare and Medicaid Services

IC

intermittent claudication

ICD-10

International Classification of Diseases- 10th Revision

IVUS

intravascular ultrasound

MALE

major adverse limb event(s)

MI

myocardial infarction

OBL

office-based laboratory

PAD

peripheral artery disease

PVI

peripheral arterial intervention

Footnotes

The authors attest they are in compliance with human studies committees and animal welfare regulations of the authors’ institutions and Food and Drug Administration guidelines, including patient consent where appropriate. For more information, visit the Author Center.

APPENDIX For supplemental tables and figures, please see the online version of this paper.

REFERENCES

  • 1.Tardif JC, Pandian NG. Intravascular ultrasound imaging in peripheral arterial and coronary artery disease. Curr Opin Cardiol. 1994;9:627–633. [DOI] [PubMed] [Google Scholar]
  • 2.Lee JT, Fang TD, White RA. Applications of intravascular ultrasound in the treatment of peripheral occlusive disease. Semin Vasc Surg. 2006;19:139–144. [DOI] [PubMed] [Google Scholar]
  • 3.Mintz GS, Nissen SE, Anderson WD, et al. American College of Cardiology Clinical Expert Consensus Document on Standards for Acquisition, Measurement and Reporting of Intravascular Ultrasound Studies (IVUS). A report of the American College of Cardiology Task Force on Clinical Expert Consensus Documents. J Am Coll Cardiol. 2001;37:1478–1492. [DOI] [PubMed] [Google Scholar]
  • 4.Räber L, Mintz GS, Koskinas KC, et al. Clinical use of intracoronary imaging. Part 1: guidance and optimization of coronary interventions. An expert consensus document of the European Association of Percutaneous Cardiovascular Interventions. Eur Heart J. 2018;39:3281–3300. [DOI] [PubMed] [Google Scholar]
  • 5.Secemsky EA, Parikh SA, Kohi M, et al. Intravascular ultrasound guidance for lower extremity arterial and venous interventions. EuroIntervention. 2022;18:598–608. 10.4244/EIJ-D-21-00898 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Ahn JM, Kang SJ, Yoon SH, et al. Meta-analysis of outcomes after intravascular ultrasound-guided versus angiography-guided drug-eluting stent implantation in 26,503 patients enrolled in three randomized trials and 14 observational studies. Am J Cardiol. 2014;113:1338–1347. [DOI] [PubMed] [Google Scholar]
  • 7.Darmoch F, Alraies MC, Al-Khadra Y, Moussa Pacha H, Pinto DS, Osborn EA. Intravascular ultrasound imaging-guided versus coronary angiography-guided percutaneous coronary intervention: a systematic review and meta-analysis. J Am Heart Assoc. 2020;9:e013678. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Natesan S, Mosarla RC, Parikh SA, et al. Intravascular ultrasound in peripheral venous and arterial interventions: a contemporary systematic review and grading of the quality of evidence. Vasc Med. 2022;27:392–400. [DOI] [PubMed] [Google Scholar]
  • 9.Hitchner E, Zayed M, Varu V, Lee G, Aalami O, Zhou W. A prospective evaluation of using IVUS during percutaneous superficial femoral artery interventions. Ann Vase Surg. 2015;29:28–33. [DOI] [PubMed] [Google Scholar]
  • 10.Arthurs ZM, Bishop PD, Feiten LE, Eagleton MJ, Clair DG, Kashyap VS. Evaluation of peripheral atherosclerosis: a comparative analysis of angiography and intravascular ultrasound imaging. J Vasc Surg. 2010;51:933–938. discussion 939. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Navarro F, Sullivan TM, Bacharach JM. Intravascular ultrasound assessment of iliac stent procedures. J Endovasc Ther. 2000;7:315–319. [DOI] [PubMed] [Google Scholar]
  • 12.Shammas NW, Torey JT, Shammas WJ, Jones-Miller S, Shammas GA. intravascular ultrasound assessment and correlation with angiographic findings demonstrating femoropopliteal arterial dissections post atherectomy: results from the iDissection study. J Invasive Cardiol. 2018;30:240–244. [PubMed] [Google Scholar]
  • 13.Fujihara M, Yazu Y, Takahara M. Intravascular ultrasound-guided interventions for below-the-knee disease in patients with chronic limb-threatening ischemia. J Endovasc Ther. 2020;27:565–574. [DOI] [PubMed] [Google Scholar]
  • 14.Sheikh AB, Anantha-Narayanan M, Smolderen KG, et al. Utility of intravascular ultrasound in peripheral vascular interventions: systematic review and meta-analysis. Vasc Endovascular Surg. 2020;54:413–422. [DOI] [PubMed] [Google Scholar]
  • 15.Deery SE, Goldsborough E, Dun C, et al. Use of Intravascular ultrasound during first-time femoropopliteal peripheral vascular interventions among Medicare beneficiaries. Ann Vasc Surg. 2022;80:70–77. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Wimmer NJ, Resnic FS, Mauri L, Matheny ME, Yeh RW. Comparison of transradial versus transfemoral percutaneous coronary intervention in routine practice: evidence for the importance of "falsification hypotheses" in observational studies of comparative effectiveness. J Am Coll Cardiol. 2013;62:2147–2148. [DOI] [PubMed] [Google Scholar]
  • 17.Secemsky EA, Shen C, Schermerhorn M, Yeh RW. Longitudinal assessment of safety of femoropopliteal endovascular treatment with paclitaxel-coated devices among Medicare beneficiaries: the SAFE-PAD study. JAMA Intern Med. 2021;181:1071–1080. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Fine JP, Gray RJ. A proportional hazards model for the subdistribution of a competing risk. J Am Stat Assoc. 1999;94:496–509. [Google Scholar]
  • 19.Brookhart MA, Rassen JA, Schneeweiss S. Instrumental variable methods in comparative safety and effectiveness research. Pharmacoepidemiol Drug Saf. 2010;19:537–554. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20.Choi BY. Instrumental variable estimation of truncated local average treatment effects. PLoS One. 2021;16:e0249642. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Secemsky EA, Ferro EG, Rao SV, et al. Association of physician variation in use of manual aspiration thrombectomy with outcomes following primary percutaneous coronary intervention for ST-elevation myocardial infarction: the National Cardiovascular Data Registry CathPCI Registry. JAMA Cardiol. 2019;4:110–118. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Panaich SS, Arora S, Patel N, et al. Intravascular ultrasound in lower extremity peripheral vascular interventions: variation in utilization and impact on in-hospital outcomes from the Nationwide Inpatient Sample (2006–2011). J Endovasc Ther. 2016;23:65–75. [DOI] [PubMed] [Google Scholar]
  • 23.Guez D, Hansberry DR, Gonsalves CF, et al. Recent trends in endovascular and surgical treatment of peripheral arterial disease in the Medicare population. AJR Am J Roentgenol. 2020;214:962–966. [DOI] [PubMed] [Google Scholar]
  • 24.Cai M, Xie Y, Bowe B, et al. Temporal trends in incidence rates of lower extremity amputation and associated risk factors among patients using Veterans Health Administration Services from 2008 to 2018. JAMA Netw Open. 2021;4:e2033953. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Creager MA, Matsushita K, Arya S, et al. Reducing nontraumatic lower-extremity amputations by 20% by 2030: time to get to our feet: a policy statement from the American Heart Association. Circulation. 2021;143:e875–e891. [DOI] [PubMed] [Google Scholar]
  • 26.Lawton JS, Tamis-Holland JE, Bangalore S, et al. 2021 ACC/AHA/SCAI guideline for coronary artery revascularization: a report of the American College of Cardiology/American Heart Association Joint Committee on Clinical Practice Guidelines. J Am Coll Cardiol. 2022;79:e21–e129. [DOI] [PubMed] [Google Scholar]
  • 27.Scheinert D, Schmidt A, Zeller T, et al. German Center subanalysis of the LEVANT 2 global randomized study of the Lutonix drug-coated balloon in the treatment of femoropopliteal occlusive disease. J Endovasc Ther. 2016;23:409–416. [DOI] [PubMed] [Google Scholar]
  • 28.Iida O, Takahara M, Soga Y, et al. Efficacy of intravascular ultrasound in femoropopliteal stenting for peripheral artery disease with TASC II class A to C lesions. J Endovasc Ther. 2014;21:485–492. [DOI] [PubMed] [Google Scholar]
  • 29.Allan RB, Puckridge PJ, Spark JI, Delaney CL. The impact of intravascular ultrasound on femoropopliteal artery endovascular interventions: a randomized controlled trial. J Am Coll Cardiol Intv. 2022;15:536–546. [DOI] [PubMed] [Google Scholar]
  • 30.Iida O, Takahara M, Soga Y, et al. 1-year outcomes of fluoropolymer-based drug-eluting stent in femoropopliteal practice: predictors of restenosis and aneurysmal degeneration. J Am Coll Cardiol Intv. 2022;15:630–638. [DOI] [PubMed] [Google Scholar]

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