We evaluated performance characteristics and estimated the minimal clinically important difference (MCID) of data-driven texture analysis (DTA), a high-resolution computed tomography (HRCT)-derived measurement of lung fibrosis, in subjects with idiopathic pulmonary fibrosis (IPF). The study population included 141 subjects with IPF from two interventional clinical trials who had both baseline and nominal 54- or 60-week follow-up HRCT. DTA scores were computed and compared with forced vital capacity (FVC), diffusing capacity of the lung for carbon monoxide, distance covered during a 6-min walk test and St George's Respiratory Questionnaire scores to assess the method's reliability, validity and responsiveness. Anchor- and distribution-based methods were used to estimate its MCID. DTA had acceptable reliability in subjects appearing stable according to anchor variables at follow-up. Correlations between the DTA score and other clinical measurements at baseline were moderate to weak and in the hypothesised directions. Acceptable responsiveness was demonstrated by moderate to weak correlations (in the directions hypothesised) between changes in the DTA score and changes in other parameters. Using FVC as an anchor, MCID was estimated to be 3.4%. Quantification of lung fibrosis extent on HRCT using DTA is reliable, valid and responsive, and an increase of similar to 3.4% represents a clinically important change.
机构:
Univ British Columbia, Vancouver Gen Hosp, Dept Radiol, Vancouver, BC V5Z 1M9, Canada
Univ British Columbia, Providence Heart Lung Inst, St Pauls Hosp, James Hogg Res Ctr, Vancouver, BC V5Z 1M9, CanadaUniv British Columbia, Vancouver Gen Hosp, Dept Radiol, Vancouver, BC V5Z 1M9, Canada
机构:
Royal Brompton & Harefield Natl Hlth Serv Fdn Tru, Dept Radiol, London SW3 6NP, EnglandRoyal Brompton & Harefield Natl Hlth Serv Fdn Tru, Dept Radiol, London SW3 6NP, England
Hansell, David M.
;
Goldin, Jonathan G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Med Ctr, Radiol Sci, Los Angeles, CA 90024 USARoyal Brompton & Harefield Natl Hlth Serv Fdn Tru, Dept Radiol, London SW3 6NP, England
Goldin, Jonathan G.
;
King, Talmadge E., Jr.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, San Francisco, CA 94143 USARoyal Brompton & Harefield Natl Hlth Serv Fdn Tru, Dept Radiol, London SW3 6NP, England
King, Talmadge E., Jr.
;
Lynch, David A.
论文数: 0引用数: 0
h-index: 0
机构:
Jewish Med & Res Ctr, Natl Dept Radiol, Denver, CO USARoyal Brompton & Harefield Natl Hlth Serv Fdn Tru, Dept Radiol, London SW3 6NP, England
机构:
Yokohama City Univ, Grad Sch Med, Dept Internal Med & Clin Immunol, Yokohama, Kanagawa 2360004, Japan
Saiseikai Yokohamashi Nanbu Hosp, Dept Resp Med, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Internal Med & Clin Immunol, Yokohama, Kanagawa 2360004, Japan
Horita, Nobuyuki
;
Miyazawa, Naoki
论文数: 0引用数: 0
h-index: 0
机构:
Saiseikai Yokohamashi Nanbu Hosp, Dept Resp Med, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Internal Med & Clin Immunol, Yokohama, Kanagawa 2360004, Japan
Miyazawa, Naoki
;
Kojima, Ryota
论文数: 0引用数: 0
h-index: 0
机构:
Saiseikai Yokohamashi Nanbu Hosp, Dept Resp Med, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Internal Med & Clin Immunol, Yokohama, Kanagawa 2360004, Japan
Kojima, Ryota
;
Inoue, Miyo
论文数: 0引用数: 0
h-index: 0
机构:
Saiseikai Yokohamashi Nanbu Hosp, Dept Resp Med, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Internal Med & Clin Immunol, Yokohama, Kanagawa 2360004, Japan
Inoue, Miyo
;
Ishigatsubo, Yoshiaki
论文数: 0引用数: 0
h-index: 0
机构:
Yokohama City Univ, Grad Sch Med, Dept Internal Med & Clin Immunol, Yokohama, Kanagawa 2360004, JapanYokohama City Univ, Grad Sch Med, Dept Internal Med & Clin Immunol, Yokohama, Kanagawa 2360004, Japan
Ishigatsubo, Yoshiaki
;
Kaneko, Takeshi
论文数: 0引用数: 0
h-index: 0
机构:
Yokohama City Univ, Med Ctr, Resp Dis Ctr, Yokohama, Kanagawa 232, JapanYokohama City Univ, Grad Sch Med, Dept Internal Med & Clin Immunol, Yokohama, Kanagawa 2360004, Japan
机构:
Natl Jewish Hlth, Dept Radiol, 1440 Jackson St, Denver, CO 80206 USANatl Jewish Hlth, Dept Radiol, 1440 Jackson St, Denver, CO 80206 USA
Humphries, Stephen M.
;
Yagihashi, Kunihiro
论文数: 0引用数: 0
h-index: 0
机构:
St Marianna Univ, Sch Med, Dept Radiol, Kawasaki, Kanagawa, JapanNatl Jewish Hlth, Dept Radiol, 1440 Jackson St, Denver, CO 80206 USA
Yagihashi, Kunihiro
;
Huckleberry, Jason
论文数: 0引用数: 0
h-index: 0
机构:
Kaiser Permanente, Dept Radiol, Denver, CO USANatl Jewish Hlth, Dept Radiol, 1440 Jackson St, Denver, CO 80206 USA
Huckleberry, Jason
;
Rho, Byung-Hak
论文数: 0引用数: 0
h-index: 0
机构:
Keimyung Univ, Sch Med, Dept Radiol, Daegu, South KoreaNatl Jewish Hlth, Dept Radiol, 1440 Jackson St, Denver, CO 80206 USA
Rho, Byung-Hak
;
Schroeder, Joyce D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Utah, Dept Radiol & Imaging Sci, Salt Lake City, UT USANatl Jewish Hlth, Dept Radiol, 1440 Jackson St, Denver, CO 80206 USA
Schroeder, Joyce D.
;
Strand, Matthew
论文数: 0引用数: 0
h-index: 0
机构:
Natl Jewish Hlth, Div Biostat & Bioinformat, 1440 Jackson St, Denver, CO 80206 USANatl Jewish Hlth, Dept Radiol, 1440 Jackson St, Denver, CO 80206 USA
Strand, Matthew
;
Schwarz, Marvin I.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Div Pulm Sci & Crit Care Med, Aurora, CO USANatl Jewish Hlth, Dept Radiol, 1440 Jackson St, Denver, CO 80206 USA
Schwarz, Marvin I.
;
Flaherty, Kevin R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Dept Pulmonol, Ann Arbor, MI 48109 USANatl Jewish Hlth, Dept Radiol, 1440 Jackson St, Denver, CO 80206 USA
Flaherty, Kevin R.
;
Kazerooni, Ella A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Dept Radiol, Ann Arbor, MI 48109 USANatl Jewish Hlth, Dept Radiol, 1440 Jackson St, Denver, CO 80206 USA
Kazerooni, Ella A.
;
van Beek, Edwin J. R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Edinburgh, Clin Res Imaging Ctr, Edinburgh, Midlothian, ScotlandNatl Jewish Hlth, Dept Radiol, 1440 Jackson St, Denver, CO 80206 USA
van Beek, Edwin J. R.
;
Lynch, David A.
论文数: 0引用数: 0
h-index: 0
机构:
Natl Jewish Hlth, Dept Radiol, 1440 Jackson St, Denver, CO 80206 USANatl Jewish Hlth, Dept Radiol, 1440 Jackson St, Denver, CO 80206 USA
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USA
Kafaja, Suzanne
;
Clements, Philip J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USA
Clements, Philip J.
;
Wilhalme, Holly
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USA
Wilhalme, Holly
;
Tseng, Chi-hong
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USA
Tseng, Chi-hong
;
Furst, Daniel E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USA
Furst, Daniel E.
;
Kim, Grace Hyun
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Radiol Sci, Los Angeles, CA 90024 USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USA
Kim, Grace Hyun
;
Goldin, Jonathan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Radiol Sci, Los Angeles, CA 90024 USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USA
Goldin, Jonathan
;
Volkmann, Elizabeth R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USA
Volkmann, Elizabeth R.
;
Roth, Michael D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USA
Roth, Michael D.
;
Tashkin, Donald P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USA
Tashkin, Donald P.
;
Khanna, Dinesh
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Dept Med, Ann Arbor, MI 48109 USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USA
机构:
Univ British Columbia, Vancouver Gen Hosp, Dept Radiol, Vancouver, BC V5Z 1M9, Canada
Univ British Columbia, Providence Heart Lung Inst, St Pauls Hosp, James Hogg Res Ctr, Vancouver, BC V5Z 1M9, CanadaUniv British Columbia, Vancouver Gen Hosp, Dept Radiol, Vancouver, BC V5Z 1M9, Canada
机构:
Royal Brompton & Harefield Natl Hlth Serv Fdn Tru, Dept Radiol, London SW3 6NP, EnglandRoyal Brompton & Harefield Natl Hlth Serv Fdn Tru, Dept Radiol, London SW3 6NP, England
Hansell, David M.
;
Goldin, Jonathan G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Med Ctr, Radiol Sci, Los Angeles, CA 90024 USARoyal Brompton & Harefield Natl Hlth Serv Fdn Tru, Dept Radiol, London SW3 6NP, England
Goldin, Jonathan G.
;
King, Talmadge E., Jr.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, San Francisco, CA 94143 USARoyal Brompton & Harefield Natl Hlth Serv Fdn Tru, Dept Radiol, London SW3 6NP, England
King, Talmadge E., Jr.
;
Lynch, David A.
论文数: 0引用数: 0
h-index: 0
机构:
Jewish Med & Res Ctr, Natl Dept Radiol, Denver, CO USARoyal Brompton & Harefield Natl Hlth Serv Fdn Tru, Dept Radiol, London SW3 6NP, England
机构:
Yokohama City Univ, Grad Sch Med, Dept Internal Med & Clin Immunol, Yokohama, Kanagawa 2360004, Japan
Saiseikai Yokohamashi Nanbu Hosp, Dept Resp Med, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Internal Med & Clin Immunol, Yokohama, Kanagawa 2360004, Japan
Horita, Nobuyuki
;
Miyazawa, Naoki
论文数: 0引用数: 0
h-index: 0
机构:
Saiseikai Yokohamashi Nanbu Hosp, Dept Resp Med, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Internal Med & Clin Immunol, Yokohama, Kanagawa 2360004, Japan
Miyazawa, Naoki
;
Kojima, Ryota
论文数: 0引用数: 0
h-index: 0
机构:
Saiseikai Yokohamashi Nanbu Hosp, Dept Resp Med, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Internal Med & Clin Immunol, Yokohama, Kanagawa 2360004, Japan
Kojima, Ryota
;
Inoue, Miyo
论文数: 0引用数: 0
h-index: 0
机构:
Saiseikai Yokohamashi Nanbu Hosp, Dept Resp Med, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Internal Med & Clin Immunol, Yokohama, Kanagawa 2360004, Japan
Inoue, Miyo
;
Ishigatsubo, Yoshiaki
论文数: 0引用数: 0
h-index: 0
机构:
Yokohama City Univ, Grad Sch Med, Dept Internal Med & Clin Immunol, Yokohama, Kanagawa 2360004, JapanYokohama City Univ, Grad Sch Med, Dept Internal Med & Clin Immunol, Yokohama, Kanagawa 2360004, Japan
Ishigatsubo, Yoshiaki
;
Kaneko, Takeshi
论文数: 0引用数: 0
h-index: 0
机构:
Yokohama City Univ, Med Ctr, Resp Dis Ctr, Yokohama, Kanagawa 232, JapanYokohama City Univ, Grad Sch Med, Dept Internal Med & Clin Immunol, Yokohama, Kanagawa 2360004, Japan
机构:
Natl Jewish Hlth, Dept Radiol, 1440 Jackson St, Denver, CO 80206 USANatl Jewish Hlth, Dept Radiol, 1440 Jackson St, Denver, CO 80206 USA
Humphries, Stephen M.
;
Yagihashi, Kunihiro
论文数: 0引用数: 0
h-index: 0
机构:
St Marianna Univ, Sch Med, Dept Radiol, Kawasaki, Kanagawa, JapanNatl Jewish Hlth, Dept Radiol, 1440 Jackson St, Denver, CO 80206 USA
Yagihashi, Kunihiro
;
Huckleberry, Jason
论文数: 0引用数: 0
h-index: 0
机构:
Kaiser Permanente, Dept Radiol, Denver, CO USANatl Jewish Hlth, Dept Radiol, 1440 Jackson St, Denver, CO 80206 USA
Huckleberry, Jason
;
Rho, Byung-Hak
论文数: 0引用数: 0
h-index: 0
机构:
Keimyung Univ, Sch Med, Dept Radiol, Daegu, South KoreaNatl Jewish Hlth, Dept Radiol, 1440 Jackson St, Denver, CO 80206 USA
Rho, Byung-Hak
;
Schroeder, Joyce D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Utah, Dept Radiol & Imaging Sci, Salt Lake City, UT USANatl Jewish Hlth, Dept Radiol, 1440 Jackson St, Denver, CO 80206 USA
Schroeder, Joyce D.
;
Strand, Matthew
论文数: 0引用数: 0
h-index: 0
机构:
Natl Jewish Hlth, Div Biostat & Bioinformat, 1440 Jackson St, Denver, CO 80206 USANatl Jewish Hlth, Dept Radiol, 1440 Jackson St, Denver, CO 80206 USA
Strand, Matthew
;
Schwarz, Marvin I.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Div Pulm Sci & Crit Care Med, Aurora, CO USANatl Jewish Hlth, Dept Radiol, 1440 Jackson St, Denver, CO 80206 USA
Schwarz, Marvin I.
;
Flaherty, Kevin R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Dept Pulmonol, Ann Arbor, MI 48109 USANatl Jewish Hlth, Dept Radiol, 1440 Jackson St, Denver, CO 80206 USA
Flaherty, Kevin R.
;
Kazerooni, Ella A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Dept Radiol, Ann Arbor, MI 48109 USANatl Jewish Hlth, Dept Radiol, 1440 Jackson St, Denver, CO 80206 USA
Kazerooni, Ella A.
;
van Beek, Edwin J. R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Edinburgh, Clin Res Imaging Ctr, Edinburgh, Midlothian, ScotlandNatl Jewish Hlth, Dept Radiol, 1440 Jackson St, Denver, CO 80206 USA
van Beek, Edwin J. R.
;
Lynch, David A.
论文数: 0引用数: 0
h-index: 0
机构:
Natl Jewish Hlth, Dept Radiol, 1440 Jackson St, Denver, CO 80206 USANatl Jewish Hlth, Dept Radiol, 1440 Jackson St, Denver, CO 80206 USA
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USA
Kafaja, Suzanne
;
Clements, Philip J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USA
Clements, Philip J.
;
Wilhalme, Holly
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USA
Wilhalme, Holly
;
Tseng, Chi-hong
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USA
Tseng, Chi-hong
;
Furst, Daniel E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USA
Furst, Daniel E.
;
Kim, Grace Hyun
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Radiol Sci, Los Angeles, CA 90024 USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USA
Kim, Grace Hyun
;
Goldin, Jonathan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Radiol Sci, Los Angeles, CA 90024 USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USA
Goldin, Jonathan
;
Volkmann, Elizabeth R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USA
Volkmann, Elizabeth R.
;
Roth, Michael D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USA
Roth, Michael D.
;
Tashkin, Donald P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USA
Tashkin, Donald P.
;
Khanna, Dinesh
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Dept Med, Ann Arbor, MI 48109 USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USA