Big Data in Aortic Surgery: Update on the STS Aortic Database 1330. Desai. Aorta... · Aortic Arch....

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Big Data in Aortic Surgery:

Update on the STS Aortic Database

Nimesh D. Desai MD PhDCo-Director, Penn Thoracic Aortic Surgery Associate Professor of Surgery University of Pennsylvania

Co-Chair - STS Aortic Task Force

Why did we need to Update the Aortic Component of the STS database?

8.4%

6.9%

9.6%

13.7%

15.9%

7.9%

6.5%

9.1%

13.1%

15.4%

0.0%

2.0%

4.0%

6.0%

8.0%

10.0%

12.0%

14.0%

16.0%

18.0%

Total-AllProcedures

Ascending Aorta Aortic Arch Descending Aorta ThoracoabdominalAorta

Procecdure Type

Mortality by Procedure Type, Years 2005-2014

Operative MortalityIn-Hosp Mortality

Aortic Surgery has the highest SERIOUS complication rates of any cardiac Surgical procedures

Endovascular Revolution is Here!

Key Functionality of STS National Database Aortic Component

• Clear identification of patient phenotype

• Implantation details/Device-specific information

• Accommodation for Concurrent and Staged Hybrid procedures

• Detailed perioprocedural/30 day outcomes

• Aortic-Specific long-term follow-up for post-marketing analyses

** DUE TO COMPLEXITY – SURGEON INPUT INTO DATA ELEMENTS **

Clear Definition of Patient Phenotype

Clear Definition of Patient Anatomy

Aneurysm Types

Anatomy ExamplesSievers Classification for Bicuspid AV Aorto-Annular Ectasia

Diverticulum of Kommerrell

Sinus of Valsalva Aneurysm

Aortic Dissection

Malperfusion Syndromes

Fixed Malperfusion

Dynamic Malperfusion

ENDOVASCULAR PROCEDURESSURGICAL PROCEDURES

HYBRID/ENDOVASCULAR PROCEDURESSURGICAL PROCEDURES

Examples ‘Standard’ open Aortic repairsZone 2 Arch

Zone 3 Arch

Hemi Arch

Zone 3 Arch Elephant trunk Zone 3 Arch FrozenElephant trunk

Ascending only

Aortic Valve Procedures

Ascending/valve resuspension

Root Remodelling (Yacoub) Root Reimplantation

Florida Sleeve Aortic Valve External ringComposite Root Replacement

HYBRID / ENDOVASCULAR PROCEDURESSURGICAL PROCEDURES

Zone 0 Landing: Hybrid Arches

Total Endovascular Examples

Single Branched Graft for Zone 2

Zone 3 TEVAR

Ascending TEVAR GraftZONE 0 Zone 0 Single branch with

double transpositionZone 1 Single Branch with C-S Bypass

Endo TAAA Examples

Hybrid Abdominal Repair

Fenestrated and Branched Grafts

Endoleaks

Aorta 2.9: First YEAR!July 1, 2017 to Jun 30, 2018

55%

38%

7%

YES NO UNKNOWN

DID SURGEON PROVIDE INPUT FOR AORTIC

SURGERY DATA ABSTRACTION?

Aorta 2.9: First YEAR!July 1, 2017 to Jun 30, 2018.

Aortic Procedures: 22014 cases in 12 mos7.3% of all Adult Cardiac Surgery

57.8%

25.4%

6.4%

0.4% 0.8%3.0% 1.1% 0.3%

4.8%

0

10

20

30

40

50

60

70

Aneurysm Dissection ValvularDysfunction

Obstruction IntramuralHematoma

Infection Stenosis Coarctation Unknown

Perc

enta

ge o

f Aor

tic C

ases

(%)

Primary Indication of Aortic Surgery

1985

8

1646

510

0

5000

10000

15000

20000

25000

OPEN ENDOVASCULAR HYBRID

NU

MBE

R O

F CA

SES

AORTIC PROCEDURE STRATEGIES

Aorta 2.9: First YEAR!July 1, 2017 to Jun 30, 2018.

22014 cases in 12 mos

0

2000

4000

6000

8000

10000

12000

14000

16000

2009 2010 2011 2012 2013 2014 2015 2016 2017 2018

Annualized Volume of Aortic Aneurysm Procedures

Aortic Aneurysm (Total) Ascending Aorta Aortic Arch Descending Aorta Thoracoabdominal Aorta

*

Aorta 2.9: First YEAR!July 1, 2017 to June 30, 2018

Aorta 2.9: First YEAR!July 1, 2017 to Dec 31, 2017

Num

ber

6072 Aneurysms

Aneurysm Location

Aorta 2.9: Roots for Aortic Insufficiency

5887

3444

2443

0

1000

2000

3000

4000

5000

6000

7000

T O T A L A O R T I C I N S U F F I C I E N T

N O N - A O R T I C I N S U F F I C I E N T

NU

MBE

R O

F CA

SES

VOLUME OF ROOT REPLACEMENT PROCEDURES (7/1/17-6/30/18)

3444

659

72

0

500

1000

1500

2000

2500

3000

3500

4000

AORTIC INSUFFICIENT

DAVID V YACOUB

NU

MBE

R O

F CA

SES

VOLUME OF VALVE SPARING ROOT REPLACEMENT FOR AI

(7/1/17-6/30/18)

Aorta 2.9: DissectionJuly 1, 2017 to Jun 30,

2018.

65%

13%

4%

11%

3%

5%

0

10

20

30

40

50

60

70

HYPERACUTE (<48 HRS)

ACUTE (48HRS-2WEEKS)

SUBACUTE (>2WEEKS-90

DAYS)

CHRONIC (>90 DAYS)

ACUTE ON CHRONIC

UNKNOWN

PERC

ENTA

GE

OF

CASE

S (%

)

AORTIC DISSECTION: TIMING5846 Aortic Dissections

21%

37%

13%

4% 4%

BELOW STJ STJ-MIDASCENDING MIDASCENDING TO DISTAL ASCENDING

ZONE 1 ZONE 2

PERC

ENTA

GE O

F CA

SES

(%)

AORTIC DISSECTION: PRIMARY TEAR LOCATION

20%

62%

18%

0

10

20

30

40

50

60

70

YES NO UNKNOWN

PERC

ENTA

GE O

F CA

SES

(%)

AORTIC DISSECTION: MALPERFUSION

204

264

183 32

9 534

352

932

880 954

1937

1735

780

0

500

1000

1500

2000

2500

CORONARY RIGHT COMMON CAROTID

LEFT COMMON CAROTID

VISCERAL RENAL ILIOFEMORAL

NU

MBE

R O

F CA

SES

AORTIC DISSECTION: MALPERFUSION BED

Yes No

DTA/ThoracoAbdominal Procedures

886

1646

0

200

400

600

800

1000

1200

1400

1600

1800

OPEN DESCENDING THORACIC AORTA

TEVAR

NU

MBE

R O

F CA

SES

VOLUME OF DESCENDING AORTIC PROCEDURES

Aorta 2.9: First YEAR!July 1, 2017 to June 30,2018

TEVAR 1647 cases Prox LZ

Distal LZ

Final Endovascular Frontiers: Arch and Ascending Aorta

157

115

42

020406080

100120140160180

TOTAL IDE STUDIES

OFF LABEL

NU

MBE

R O

F CA

SES

VOLUME OF ZONE 0 TEVAR PROCEDURES

• Circulatory arrest (both low/moderate and deep/profound) with no cerebral protection had significantly worse composite endpoint (mortality or poor neurologic outcome) [OR: 1.6; p<0.01]

• 60% more likely to have stroke/death if HCA only

Overall OP Mort: 12%Overall Neuro/OP MORT 23%

Future Directions: Quality Improvement in Arch Surgery

• Straight circulatory arrest with no cerebral perfusion strategy was the MOST commonly used strategy (36% of all cases)

Major area for Quality Improvement

HOWEVER…

2201

4

1002

7

4819

1793 30

67

0

5000

10000

15000

20000

25000

AORTIC PROCEDURES CIRCULATORY ARREST ANTEGRADE PERFUSION RETROGRADE PERFUSION

NO PERFUSION

NU

MBE

R O

F CA

SES

CIRCULATORY ARREST

Aorta 2.9: First YEAR!July 1, 2017 to Jun 30, 2018.

30.5%

Aortic Surgery Risk Model Development

• Proximal Aortic Repair Risk model –Star-Rating

• Volume Thresholds, Regionalization of Aortic care?

• NOW HAVE ENOUGH DATA TO START MODEL DEVELOPMENT

Mori, Geirsson et al ATS 2018

THANK YOU!