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Liver perfusion imaging for cirrhosis, HCC, and colorectal cancer liver metastases F. Edward Boas 2018-11-10 [email protected] Co-authors: Alessandra Borgheresi, Lynn A. Brody, Adrian Gonzalez-Aguirre, HoomanYarmohammadi, Joseph P. Erinjeri, Etay Ziv, Karen Brown, George I. Getrajdman, Anne Covey, Waleed Shady, SirishKishore, Constantinos T. Sofocleous

Liver perfusion imaging for cirrhosis, HCC, and colorectal ... · Background liver perfusion predicts survival • Liver HAC predicts survival after embolization of HCC (p=0.015)

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Page 1: Liver perfusion imaging for cirrhosis, HCC, and colorectal ... · Background liver perfusion predicts survival • Liver HAC predicts survival after embolization of HCC (p=0.015)

Liver perfusion imaging for cirrhosis, HCC, and colorectal cancer liver metastasesF. Edward [email protected]

Co-authors: Alessandra Borgheresi, Lynn A. Brody, Adrian Gonzalez-Aguirre, Hooman Yarmohammadi, Joseph P. Erinjeri, Etay Ziv, Karen Brown, George I. Getrajdman, Anne Covey, Waleed Shady, Sirish Kishore, Constantinos T. Sofocleous

Page 2: Liver perfusion imaging for cirrhosis, HCC, and colorectal ... · Background liver perfusion predicts survival • Liver HAC predicts survival after embolization of HCC (p=0.015)

Disclosures

• Claripacs, LLC: Co-founder• Guerbet: Research funding (investigator-initiated), speaker fees

(through SIO)• GE: Research support (investigator-initiated)• Bayer: Research supplies (investigator-initiated)• Labdoor, Qventus, CloudMedx, and Notable Labs: Investor

• Grants: DOD, Wade Thompson family foundation, Society of Interventional Oncology

Page 3: Liver perfusion imaging for cirrhosis, HCC, and colorectal ... · Background liver perfusion predicts survival • Liver HAC predicts survival after embolization of HCC (p=0.015)

Dual blood supply

Portal vein Hepatic arteryNormal liver 80% 20%HCC 37% 63%

Li et al. (2011) Hepatobiliary Pancreatic Dis. Int.  10(1): 43‐9

Page 4: Liver perfusion imaging for cirrhosis, HCC, and colorectal ... · Background liver perfusion predicts survival • Liver HAC predicts survival after embolization of HCC (p=0.015)

Liver perfusion imaging

• Determine hepatic artery versus portal vein supply to liver and liver tumors.

• Cirrhosis: Shift from portal vein to hepatic artery supply.

• Tumor vascularity: HCC recruits arterial blood supply.

• Response to arterially directed therapies: TAE, TACE, Y90

Page 5: Liver perfusion imaging for cirrhosis, HCC, and colorectal ... · Background liver perfusion predicts survival • Liver HAC predicts survival after embolization of HCC (p=0.015)

How many phases are needed to get perfusion parameters?

• Traditionally, liver perfusion involves scanning at ~ 20 time points.

• How much information can we get from just 3 time points?

Page 6: Liver perfusion imaging for cirrhosis, HCC, and colorectal ... · Background liver perfusion predicts survival • Liver HAC predicts survival after embolization of HCC (p=0.015)

Three phases is sufficient for liver perfusion

40

60

80

100

120

140

160

0 50 100 150 200 250

Houn

sfield units

Time (s)

LiverLiver (model)TumorTumor (model)

Enhancement of liver tumor in a pig (9 phases).

Simple perfusion model (3 phases, 2 parameters) fits actual enhancement curves.

Page 7: Liver perfusion imaging for cirrhosis, HCC, and colorectal ... · Background liver perfusion predicts survival • Liver HAC predicts survival after embolization of HCC (p=0.015)

Color liver perfusion imaging

Portal vein

Hepatic arteryHepatic veins

Assumptions:• Rapid blood flow• Contrast stays intravascular

Page 8: Liver perfusion imaging for cirrhosis, HCC, and colorectal ... · Background liver perfusion predicts survival • Liver HAC predicts survival after embolization of HCC (p=0.015)

Color liver perfusion imaging

Portal vein

Hepatic arteryHepatic veins

Page 9: Liver perfusion imaging for cirrhosis, HCC, and colorectal ... · Background liver perfusion predicts survival • Liver HAC predicts survival after embolization of HCC (p=0.015)

Perfusion measurements from triphasic CTParameter Interpretation Formula

Hepatic artery coefficient

Hepatic artery perfusion v1(x3–x2)+v2(x1–x3)+v3(x2–x1)a1(v2–v3)+a2(v3–v1)+a3(v1–v2)

Portal vein coefficient Portal vein perfusion a1(x3–x2)+a2(x1–x3)+a3(x2–x1)a1(v3–v2)+a2(v1–v3)+a3(v2–v1)

Arterial enhancement fraction

Hepatic artery perfusionTotal perfusion

x2–x1x3–x1

a1, a2, and a3: hepatic artery Hounsfield units in the non‐contrast, arterial, and portal venous phasesv1, v2, and v3: portal vein Hounsfield units in the non‐contrast, arterial, and portal venous phasesx1, x2, and x3: liver lesion Hounsfield units in the non‐contrast, arterial, and portal venous phases.

Page 10: Liver perfusion imaging for cirrhosis, HCC, and colorectal ... · Background liver perfusion predicts survival • Liver HAC predicts survival after embolization of HCC (p=0.015)

HCC: Increased hepatic artery perfusion

ColorHepatic artery perfusion

Portal vein perfusion

Boas FE et al (2015) Journal of Digital Imaging. 28: 213‐23.

Page 11: Liver perfusion imaging for cirrhosis, HCC, and colorectal ... · Background liver perfusion predicts survival • Liver HAC predicts survival after embolization of HCC (p=0.015)

Cirrhosis: Decreased portal perfusion

0 0.2 0.4 0.6 0.8 1

Prob

ability

Portal vein perfusion

Non‐cirrhoticCirrhotic

105 patientsp = 4 × 10–12

Boas FE et al (2015) Journal of Digital Imaging. 28: 213‐23.

Page 12: Liver perfusion imaging for cirrhosis, HCC, and colorectal ... · Background liver perfusion predicts survival • Liver HAC predicts survival after embolization of HCC (p=0.015)

Hepatic arterial buffer response

PVC = ‐0.90 HAC + 0.43r² = 0.95

‐1

0

1

2

‐1 0 1 2

Portal vein coefficient (P

VC)

Hepatic artery coefficient (HAC)

cirrhosisPVC versus HAC of background liver in 63 HCC patients

Page 13: Liver perfusion imaging for cirrhosis, HCC, and colorectal ... · Background liver perfusion predicts survival • Liver HAC predicts survival after embolization of HCC (p=0.015)

Background liver perfusion predicts survival

• Liver HAC predicts survival after embolization of HCC (p=0.015).

• In our patient population (mostly Child Pugh A5 or A6), Child Pugh score did not predict survival (p=0.83).

Page 14: Liver perfusion imaging for cirrhosis, HCC, and colorectal ... · Background liver perfusion predicts survival • Liver HAC predicts survival after embolization of HCC (p=0.015)

Normal bilirubin ≠ Normal liver.

Liver perfusion detects early cirrhotic changes that predict survival.

Page 15: Liver perfusion imaging for cirrhosis, HCC, and colorectal ... · Background liver perfusion predicts survival • Liver HAC predicts survival after embolization of HCC (p=0.015)

HCC tumor perfusion predicts survivalOverall survival after embolization of HCC:

Microvascular invasion                    Degree of differentiation Hepatic artery coefficient(p=0.45)                                               (p=0.87)                                                  (p=0.011)

Page 16: Liver perfusion imaging for cirrhosis, HCC, and colorectal ... · Background liver perfusion predicts survival • Liver HAC predicts survival after embolization of HCC (p=0.015)

Colorectal liver mets: Response to Y-90

Parameter Non‐responders Responders pArterial phase enhancement (HU) 11 ± 11 14 ± 14 0.32Portal venous phase enhancement (HU) 29 ± 17 26 ± 19 0.64Hepatic artery coefficient (HAC) –0.025 ± 0.039 –0.018 ± 0.069 0.62Portal vein coefficient (PVC) 0.24 ± 0.15 0.22 ± 0.14 0.66Arterial enhancement fraction (AEF) 0.29 ± 0.59 0.74 ± 1.02 0.038 *

Page 17: Liver perfusion imaging for cirrhosis, HCC, and colorectal ... · Background liver perfusion predicts survival • Liver HAC predicts survival after embolization of HCC (p=0.015)

Colorectal liver mets: Response to Y-90

47%42%

65%78%

0%10%20%30%40%50%60%70%80%

≤ 0.25 0.25 – 0.5 0.5 – 0.75 > 0.75

Respon

se ra

te

Arterial enhancement fraction

60 tumorsp = 0.038

Page 18: Liver perfusion imaging for cirrhosis, HCC, and colorectal ... · Background liver perfusion predicts survival • Liver HAC predicts survival after embolization of HCC (p=0.015)

Colorectal liver mets: Response to Y-90

Page 19: Liver perfusion imaging for cirrhosis, HCC, and colorectal ... · Background liver perfusion predicts survival • Liver HAC predicts survival after embolization of HCC (p=0.015)

SummaryLiver perfusion imaging detects:

• Early cirrhotic changes that are not reflected in Child Pugh score, and that predict survival.

• Aggressiveness of HCC that is not detected on core biopsy, and that predicts survival.

• Response to radioembolization of colorectal liver metastases.

Page 20: Liver perfusion imaging for cirrhosis, HCC, and colorectal ... · Background liver perfusion predicts survival • Liver HAC predicts survival after embolization of HCC (p=0.015)

References

Borgheresi A, Gonzalez-Aguirre A, Brown KT, Getrajdman GI, Erinjeri JP, Covey A, Yarmohammadi H, Ziv E, Sofocleous CT, Boas FE. (2018) “Does enhancement or perfusion on pre-procedure CT predict outcomes after embolization of hepatocellular carcinoma?” Academic Radiology. In press.

Boas FE, Brody LA, Erinjeri JP, Yarmohammadi H, Shady W, Kishore S, SofocleousCT. (2016) “Quantitative enhancement measurements on preprocedure triphasic CT can predict response to radioembolization of colorectal liver metastases.” AJR. 207: 671-5.

Boas FE, Kamaya A, Do B, Desser TS, Beaulieu CF, Vasanawala SS, Hwang GL, Sze DY. (2015) “Classification of hypervascular liver lesions based on hepatic artery and portal vein blood supply coefficients calculated from triphasic CT scans.” Journal of Digital Imaging. 28: 213-23.