Pulse-Echo Quantitative US Biomarkers for Liver Steatosis: Toward Technical Standardization.


Journal

Radiology
ISSN: 1527-1315
Titre abrégé: Radiology
Pays: United States
ID NLM: 0401260

Informations de publication

Date de publication:
11 2022
Historique:
pubmed: 14 9 2022
medline: 27 10 2022
entrez: 13 9 2022
Statut: ppublish

Résumé

Excessive liver fat (steatosis) is now the most common cause of chronic liver disease worldwide and is an independent risk factor for cirrhosis and associated complications. Accurate and clinically useful diagnosis, risk stratification, prognostication, and therapy monitoring require accurate and reliable biomarker measurement at acceptable cost. This article describes a joint effort by the American Institute of Ultrasound in Medicine (AIUM) and the RSNA Quantitative Imaging Biomarkers Alliance (QIBA) to develop standards for clinical and technical validation of quantitative biomarkers for liver steatosis. The AIUM Liver Fat Quantification Task Force provides clinical guidance, while the RSNA QIBA Pulse-Echo Quantitative Ultrasound Biomarker Committee develops methods to measure biomarkers and reduce biomarker variability. In this article, the authors present the clinical need for quantitative imaging biomarkers of liver steatosis, review the current state of various imaging modalities, and describe the technical state of the art for three key liver steatosis pulse-echo quantitative US biomarkers: attenuation coefficient, backscatter coefficient, and speed of sound. Lastly, a perspective on current challenges and recommendations for clinical translation for each biomarker is offered.

Identifiants

pubmed: 36098640
doi: 10.1148/radiol.212808
pmc: PMC9613608
mid: NIHMS1838325
doi:

Substances chimiques

Biomarkers 0

Types de publication

Journal Article Review Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, P.H.S. Research Support, N.I.H., Extramural

Langues

eng

Sous-ensembles de citation

IM

Pagination

265-276

Subventions

Organisme : NIDDK NIH HHS
ID : R01 DK119860
Pays : United States

Informations de copyright

© RSNA, 2022.

Références

World J Gastroenterol. 2019 Mar 21;25(11):1307-1326
pubmed: 30918425
Ultraschall Med. 2019 Dec;40(6):722-733
pubmed: 30396216
Gastroenterology. 2017 Apr;152(5):1090-1099.e1
pubmed: 28088461
IEEE Trans Med Imaging. 2021 Feb;40(2):457-467
pubmed: 33026980
J Clin Ultrasound. 1988 Oct;16(8):553-62
pubmed: 3152399
Radiology. 2021 Nov;301(2):250-262
pubmed: 34546125
Gastroenterology. 2018 Aug;155(2):307-310.e2
pubmed: 29660324
Ultrasound Med Biol. 1981;7(2):121-33
pubmed: 7256971
Invest Radiol. 2012 Oct;47(10):603-10
pubmed: 22836309
Curr Opin Gastroenterol. 2020 May;36(3):184-191
pubmed: 32097176
J Hepatol. 2018 Feb;68(2):305-315
pubmed: 29154965
Ultrasound Med Biol. 2013 Jul;39(7):1133-46
pubmed: 23643056
Radiographics. 2009 Sep-Oct;29(5):1253-77
pubmed: 19755595
AJR Am J Roentgenol. 2017 May;208(5):W168-W177
pubmed: 28267360
Transl Res. 2018 Apr;194:1-18
pubmed: 29175480
World J Gastroenterol. 2019 Oct 28;25(40):6053-6062
pubmed: 31686762
Ultrasonics. 2006 Dec 22;44 Suppl 1:e43-6
pubmed: 17056083
PLoS One. 2014 Oct 30;9(10):e110964
pubmed: 25356845
J Ultrasound Med. 1989 Nov;8(11):631-4
pubmed: 2687493
J Acoust Soc Am. 2011 Apr;129(4):2316-24
pubmed: 21476687
Theranostics. 2020 Mar 4;10(9):4277-4289
pubmed: 32226553
Tohoku J Exp Med. 1982 Mar;136(3):337-42
pubmed: 7071850
Radiology. 2015 Dec;277(3):813-25
pubmed: 26267831
J Clin Ultrasound. 2016 Nov 12;44(9):580-586
pubmed: 27447717
Ultrasound Med Biol. 2021 Jul;47(7):1692-1703
pubmed: 33832824
Hepatology. 2016 Jul;64(1):73-84
pubmed: 26707365
J Clin Ultrasound. 1988 Feb;16(2):87-93
pubmed: 3130409
Hepatology. 2005 Jun;41(6):1313-21
pubmed: 15915461
Hepatology. 2009 Mar;49(3):1017-44
pubmed: 19243014
Radiology. 2015 Feb;274(2):416-25
pubmed: 25247408
J Acoust Soc Am. 2002 May;111(5 Pt 1):2308-19
pubmed: 12051451
Phys Med Biol. 2015 Jun 7;60(11):4497-515
pubmed: 25989072
J Ultrasound Med. 2021 Jul;40(7):1325-1332
pubmed: 32960457
Phys Med Biol. 2017 May 7;62(9):3582-3598
pubmed: 28225357
Hepatology. 2013 Dec;58(6):1930-40
pubmed: 23696515
Radiology. 2018 Feb;286(2):486-498
pubmed: 28892458
Lancet Gastroenterol Hepatol. 2021 Mar;6(3):185-198
pubmed: 33460567
Med Phys. 1978 Sep-Oct;5(5):391-4
pubmed: 713972
Gastroenterology. 2020 May;158(7):1999-2014.e1
pubmed: 32044314
Ultrasonics. 2020 Dec;108:106168
pubmed: 32502892
Abdom Radiol (NY). 2018 Apr;43(4):800-807
pubmed: 29116341
J Hepatol. 2016 Jun;64(6):1388-402
pubmed: 27062661
Therap Adv Gastroenterol. 2016 Sep;9(5):692-701
pubmed: 27582882
Radiographics. 2021 Mar-Apr;41(2):524-542
pubmed: 33646902
Am J Gastroenterol. 2002 Oct;97(10):2614-8
pubmed: 12385448
J Ultrasound Med. 2010 Nov;29(11):1581-8
pubmed: 20966469
Ultrasound Med Biol. 1999 Sep;25(7):1047-54
pubmed: 10574336
Med Phys. 1982 Sep-Oct;9(5):703-10
pubmed: 7155072
Radiographics. 2006 Nov-Dec;26(6):1637-53
pubmed: 17102041
World J Hepatol. 2018 Aug 27;10(8):530-542
pubmed: 30190781
Am J Clin Pathol. 2005 Mar;123(3):382-7
pubmed: 15716234
Hepatology. 2018 Jan;67(1):328-357
pubmed: 28714183
Eur Radiol. 2020 Apr;30(4):2293-2301
pubmed: 31822978
J Am Coll Radiol. 2020 May;17(5S):S70-S80
pubmed: 32370979
Ultrason Imaging. 1987 Jan;9(1):29-40
pubmed: 3299967
Ultrasound Med Biol. 2018 Dec;44(12):2419-2440
pubmed: 30209008
Invest Radiol. 2011 Jun;46(6):351-8
pubmed: 21263329
J Hepatol. 2017 May;66(5):1022-1030
pubmed: 28039099
Ultrasound Med Biol. 2019 Aug;45(8):2258-2265
pubmed: 31153716
Invest Radiol. 2022 Jan 1;57(1):23-32
pubmed: 34049335
Lancet Gastroenterol Hepatol. 2020 Apr;5(4):362-373
pubmed: 32027858
Clin Gastroenterol Hepatol. 2015 Jul;13(7):1337-1345.e6
pubmed: 25478922
Hepatology. 2018 Aug;68(2):763-772
pubmed: 29356032
Ultrasonography. 2022 Jan;41(1):83-92
pubmed: 34399043
Stat Methods Med Res. 2015 Feb;24(1):27-67
pubmed: 24919831
AJR Am J Roentgenol. 2012 Nov;199(5):997-1002
pubmed: 23096171
Am J Gastroenterol. 1999 Sep;94(9):2467-74
pubmed: 10484010
Acta Radiol. 2016 Mar;57(3):271-8
pubmed: 25855666
J Ultrasound Med. 2020 Dec;39(12):2427-2438
pubmed: 32525261
Ultrasound Med Biol. 1982;8(4):413-20
pubmed: 7112727
Radiology. 1986 Jul;160(1):65-71
pubmed: 3520657
Ultrasound Med Biol. 2018 Nov;44(11):2358-2370
pubmed: 30093341
Radiology. 2013 May;267(2):422-31
pubmed: 23382291
Radiology. 1987 Jan;162(1 Pt 1):61-7
pubmed: 3538154
Gut. 2021 Feb 25;:
pubmed: 33632710
Radiology. 2015 Mar;274(3):888-96
pubmed: 25393946
Stat Methods Med Res. 2015 Feb;24(1):9-26
pubmed: 24919826
Nat Rev Gastroenterol Hepatol. 2013 Nov;10(11):686-90
pubmed: 24042449
Ultrason Imaging. 1990 Jan;12(1):58-70
pubmed: 2184569
Phys Med Biol. 2018 Oct 26;63(21):215013
pubmed: 30362461
IEEE Trans Ultrason Ferroelectr Freq Control. 1993;40(5):603-7
pubmed: 18263225
Clin Mol Hepatol. 2020 Apr;26(2):128-141
pubmed: 31696690
Hepatology. 2018 Jan;67(1):134-144
pubmed: 28859228
J Acoust Soc Am. 1995 Oct;98(4):1852-7
pubmed: 7593911
Radiology. 2015 Sep;276(3):845-61
pubmed: 26079489
Gastroenterology. 2005 Jun;128(7):1898-906
pubmed: 15940625
AJR Am J Roentgenol. 2007 Dec;189(6):W320-3
pubmed: 18029843
Radiology. 2020 Apr;295(1):106-113
pubmed: 32013792
Ultrasound Med Biol. 2022 Apr;48(4):675-684
pubmed: 35039191
J Ultrasound Med. 2018 Aug;37(8):1913-1927
pubmed: 29359454
Ultrasound Med Biol. 2018 Dec;44(12):2749-2758
pubmed: 30266215
J Ultrasound Med. 1999 Sep;18(9):615-31
pubmed: 10478971
Ultrasound Med Biol. 1982;8(3):277-87
pubmed: 7101576
Hepatology. 2011 Sep 2;54(3):1082-1090
pubmed: 21618575
Ultrason Imaging. 1987 Oct;9(4):221-35
pubmed: 3330336

Auteurs

David T Fetzer (DT)

From the Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); Departments of Medical Physics (I.M.R.M., T.J.H.) and Radiology (I.M.R.M.), University of Wisconsin, Institutes for Medical Research, 1111 Highland Ave, Room 1005, Madison, WI 53705; General Electric Healthcare, Milwaukee, Wis (M.W.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (M.L.R.); Department of Radiology, Massachusetts General Hospital, Boston, Mass (A.O.); U.S. Food and Drug Administration, Silver Spring, Md (K.A.W.); Department of Electrical and Computer Engineering, University of Rochester, Rochester, NY (J.O.); Department of Natural Sciences, Kettering University, Flint, Mich (T.A.S.); Departments of Biomedical Engineering and Radiology, University of Michigan, Ann Arbor, Mich (J.B.F.); RSNA Quantitative Imaging Biomarkers Alliance (T.J.H.); and Center for Ultrasound Research & Translation, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.E.S.).

Ivan M Rosado-Mendez (IM)

From the Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); Departments of Medical Physics (I.M.R.M., T.J.H.) and Radiology (I.M.R.M.), University of Wisconsin, Institutes for Medical Research, 1111 Highland Ave, Room 1005, Madison, WI 53705; General Electric Healthcare, Milwaukee, Wis (M.W.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (M.L.R.); Department of Radiology, Massachusetts General Hospital, Boston, Mass (A.O.); U.S. Food and Drug Administration, Silver Spring, Md (K.A.W.); Department of Electrical and Computer Engineering, University of Rochester, Rochester, NY (J.O.); Department of Natural Sciences, Kettering University, Flint, Mich (T.A.S.); Departments of Biomedical Engineering and Radiology, University of Michigan, Ann Arbor, Mich (J.B.F.); RSNA Quantitative Imaging Biomarkers Alliance (T.J.H.); and Center for Ultrasound Research & Translation, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.E.S.).

Michael Wang (M)

From the Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); Departments of Medical Physics (I.M.R.M., T.J.H.) and Radiology (I.M.R.M.), University of Wisconsin, Institutes for Medical Research, 1111 Highland Ave, Room 1005, Madison, WI 53705; General Electric Healthcare, Milwaukee, Wis (M.W.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (M.L.R.); Department of Radiology, Massachusetts General Hospital, Boston, Mass (A.O.); U.S. Food and Drug Administration, Silver Spring, Md (K.A.W.); Department of Electrical and Computer Engineering, University of Rochester, Rochester, NY (J.O.); Department of Natural Sciences, Kettering University, Flint, Mich (T.A.S.); Departments of Biomedical Engineering and Radiology, University of Michigan, Ann Arbor, Mich (J.B.F.); RSNA Quantitative Imaging Biomarkers Alliance (T.J.H.); and Center for Ultrasound Research & Translation, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.E.S.).

Michelle L Robbin (ML)

From the Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); Departments of Medical Physics (I.M.R.M., T.J.H.) and Radiology (I.M.R.M.), University of Wisconsin, Institutes for Medical Research, 1111 Highland Ave, Room 1005, Madison, WI 53705; General Electric Healthcare, Milwaukee, Wis (M.W.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (M.L.R.); Department of Radiology, Massachusetts General Hospital, Boston, Mass (A.O.); U.S. Food and Drug Administration, Silver Spring, Md (K.A.W.); Department of Electrical and Computer Engineering, University of Rochester, Rochester, NY (J.O.); Department of Natural Sciences, Kettering University, Flint, Mich (T.A.S.); Departments of Biomedical Engineering and Radiology, University of Michigan, Ann Arbor, Mich (J.B.F.); RSNA Quantitative Imaging Biomarkers Alliance (T.J.H.); and Center for Ultrasound Research & Translation, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.E.S.).

Arinc Ozturk (A)

From the Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); Departments of Medical Physics (I.M.R.M., T.J.H.) and Radiology (I.M.R.M.), University of Wisconsin, Institutes for Medical Research, 1111 Highland Ave, Room 1005, Madison, WI 53705; General Electric Healthcare, Milwaukee, Wis (M.W.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (M.L.R.); Department of Radiology, Massachusetts General Hospital, Boston, Mass (A.O.); U.S. Food and Drug Administration, Silver Spring, Md (K.A.W.); Department of Electrical and Computer Engineering, University of Rochester, Rochester, NY (J.O.); Department of Natural Sciences, Kettering University, Flint, Mich (T.A.S.); Departments of Biomedical Engineering and Radiology, University of Michigan, Ann Arbor, Mich (J.B.F.); RSNA Quantitative Imaging Biomarkers Alliance (T.J.H.); and Center for Ultrasound Research & Translation, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.E.S.).

Keith A Wear (KA)

From the Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); Departments of Medical Physics (I.M.R.M., T.J.H.) and Radiology (I.M.R.M.), University of Wisconsin, Institutes for Medical Research, 1111 Highland Ave, Room 1005, Madison, WI 53705; General Electric Healthcare, Milwaukee, Wis (M.W.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (M.L.R.); Department of Radiology, Massachusetts General Hospital, Boston, Mass (A.O.); U.S. Food and Drug Administration, Silver Spring, Md (K.A.W.); Department of Electrical and Computer Engineering, University of Rochester, Rochester, NY (J.O.); Department of Natural Sciences, Kettering University, Flint, Mich (T.A.S.); Departments of Biomedical Engineering and Radiology, University of Michigan, Ann Arbor, Mich (J.B.F.); RSNA Quantitative Imaging Biomarkers Alliance (T.J.H.); and Center for Ultrasound Research & Translation, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.E.S.).

Juvenal Ormachea (J)

From the Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); Departments of Medical Physics (I.M.R.M., T.J.H.) and Radiology (I.M.R.M.), University of Wisconsin, Institutes for Medical Research, 1111 Highland Ave, Room 1005, Madison, WI 53705; General Electric Healthcare, Milwaukee, Wis (M.W.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (M.L.R.); Department of Radiology, Massachusetts General Hospital, Boston, Mass (A.O.); U.S. Food and Drug Administration, Silver Spring, Md (K.A.W.); Department of Electrical and Computer Engineering, University of Rochester, Rochester, NY (J.O.); Department of Natural Sciences, Kettering University, Flint, Mich (T.A.S.); Departments of Biomedical Engineering and Radiology, University of Michigan, Ann Arbor, Mich (J.B.F.); RSNA Quantitative Imaging Biomarkers Alliance (T.J.H.); and Center for Ultrasound Research & Translation, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.E.S.).

Timothy A Stiles (TA)

From the Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); Departments of Medical Physics (I.M.R.M., T.J.H.) and Radiology (I.M.R.M.), University of Wisconsin, Institutes for Medical Research, 1111 Highland Ave, Room 1005, Madison, WI 53705; General Electric Healthcare, Milwaukee, Wis (M.W.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (M.L.R.); Department of Radiology, Massachusetts General Hospital, Boston, Mass (A.O.); U.S. Food and Drug Administration, Silver Spring, Md (K.A.W.); Department of Electrical and Computer Engineering, University of Rochester, Rochester, NY (J.O.); Department of Natural Sciences, Kettering University, Flint, Mich (T.A.S.); Departments of Biomedical Engineering and Radiology, University of Michigan, Ann Arbor, Mich (J.B.F.); RSNA Quantitative Imaging Biomarkers Alliance (T.J.H.); and Center for Ultrasound Research & Translation, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.E.S.).

J Brian Fowlkes (JB)

From the Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); Departments of Medical Physics (I.M.R.M., T.J.H.) and Radiology (I.M.R.M.), University of Wisconsin, Institutes for Medical Research, 1111 Highland Ave, Room 1005, Madison, WI 53705; General Electric Healthcare, Milwaukee, Wis (M.W.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (M.L.R.); Department of Radiology, Massachusetts General Hospital, Boston, Mass (A.O.); U.S. Food and Drug Administration, Silver Spring, Md (K.A.W.); Department of Electrical and Computer Engineering, University of Rochester, Rochester, NY (J.O.); Department of Natural Sciences, Kettering University, Flint, Mich (T.A.S.); Departments of Biomedical Engineering and Radiology, University of Michigan, Ann Arbor, Mich (J.B.F.); RSNA Quantitative Imaging Biomarkers Alliance (T.J.H.); and Center for Ultrasound Research & Translation, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.E.S.).

Timothy J Hall (TJ)

From the Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); Departments of Medical Physics (I.M.R.M., T.J.H.) and Radiology (I.M.R.M.), University of Wisconsin, Institutes for Medical Research, 1111 Highland Ave, Room 1005, Madison, WI 53705; General Electric Healthcare, Milwaukee, Wis (M.W.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (M.L.R.); Department of Radiology, Massachusetts General Hospital, Boston, Mass (A.O.); U.S. Food and Drug Administration, Silver Spring, Md (K.A.W.); Department of Electrical and Computer Engineering, University of Rochester, Rochester, NY (J.O.); Department of Natural Sciences, Kettering University, Flint, Mich (T.A.S.); Departments of Biomedical Engineering and Radiology, University of Michigan, Ann Arbor, Mich (J.B.F.); RSNA Quantitative Imaging Biomarkers Alliance (T.J.H.); and Center for Ultrasound Research & Translation, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.E.S.).

Anthony E Samir (AE)

From the Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); Departments of Medical Physics (I.M.R.M., T.J.H.) and Radiology (I.M.R.M.), University of Wisconsin, Institutes for Medical Research, 1111 Highland Ave, Room 1005, Madison, WI 53705; General Electric Healthcare, Milwaukee, Wis (M.W.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (M.L.R.); Department of Radiology, Massachusetts General Hospital, Boston, Mass (A.O.); U.S. Food and Drug Administration, Silver Spring, Md (K.A.W.); Department of Electrical and Computer Engineering, University of Rochester, Rochester, NY (J.O.); Department of Natural Sciences, Kettering University, Flint, Mich (T.A.S.); Departments of Biomedical Engineering and Radiology, University of Michigan, Ann Arbor, Mich (J.B.F.); RSNA Quantitative Imaging Biomarkers Alliance (T.J.H.); and Center for Ultrasound Research & Translation, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.E.S.).

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