TY - JOUR
T1 - PCSK6 and Survival in Idiopathic Pulmonary Fibrosis
AU - Oldham, Justin M.
AU - Allen, Richard J.
AU - Lorenzo-Salazar, Jose M.
AU - Molyneaux, Philip L.
AU - Ma, Shwu Fan
AU - Joseph, Chitra
AU - Kim, John S.
AU - Guillen-Guio, Beatriz
AU - Hernández-Beeftink, Tamara
AU - Kropski, Jonathan A.
AU - Huang, Yong
AU - Lee, Cathryn T.
AU - Adegunsoye, Ayodeji
AU - Pugashetti, Janelle Vu
AU - Linderholm, Angela L.
AU - Vo, Vivian
AU - Strek, Mary E.
AU - Jou, Jonathan
AU - Muñoz-Barrera, Adrian
AU - Rubio-Rodriguez, Luis A.
AU - Hubbard, Richard
AU - Hirani, Nik
AU - Whyte, Moira K.B.
AU - Hart, Simon
AU - Nicholson, Andrew G.
AU - Lancaster, Lisa
AU - Parfrey, Helen
AU - Rassl, Doris
AU - Wallace, William
AU - Valenzi, Eleanor
AU - Zhang, Yingze
AU - Mychaleckyj, Josyf
AU - Stockwell, Amy
AU - Kaminski, Naftali
AU - Wolters, Paul J.
AU - Molina-Molina, Maria
AU - Banovich, Nicholas E.
AU - Fahy, William A.
AU - Martinez, Fernando J.
AU - Hall, Ian P.
AU - Tobin, Martin D.
AU - Maher, Toby M.
AU - Blackwell, Timothy S.
AU - Yaspan, Brian L.
AU - Gisli Jenkins, R.
AU - Flores, Carlos
AU - Wain, Louise V.
AU - Noth, Imre
N1 - Publisher Copyright:
Copyright © 2023 by the American Thoracic Society.
PY - 2023/6/1
Y1 - 2023/6/1
N2 - Rationale: Idiopathic pulmonary fibrosis (IPF) is a devastating disease characterized by limited treatment options and high mortality. A better understanding of the molecular drivers of IPF progression is needed. Objectives: To identify and validate molecular determinants of IPF survival. Methods: A staged genome-wide association study was performed using paired genomic and survival data. Stage I cases were drawn from centers across the United States and Europe and stage II cases from Vanderbilt University. Cox proportional hazards regression was used to identify gene variants associated with differential transplantation-free survival (TFS). Stage I variants with nominal significance (P < 5 × 10-5) were advanced for stage II testing and meta-analyzed to identify those reaching genome-wide significance (P < 5 × 10-8). Downstream analyses were performed for genes and proteins associated with variants reaching genome-wide significance. Measurements and Main Results: After quality controls, 1, 481 stage I cases and 397 stage II cases were included in the analysis. After filtering, 9, 075, 629 variants were tested in stage I, with 158 meeting advancement criteria. Four variants associated with TFS with consistent effect direction were identified in stage II, including one in an intron of PCSK6 (proprotein convertase subtilisin/kexin type 6) reaching genome-wide significance (hazard ratio, 4.11 [95% confidence interval, 2.54-6.67]; P = 9.45 × 10-9). PCSK6 protein was highly expressed in IPF lung parenchyma. PCSK6 lung staining intensity, peripheral blood gene expression, and plasma concentration were associated with reduced TFS. Conclusions: We identified four novel variants associated with IPF survival, including one in PCSK6 that reached genome-wide significance. Downstream analyses suggested that PCSK6 protein plays a potentially important role in IPF progression.
AB - Rationale: Idiopathic pulmonary fibrosis (IPF) is a devastating disease characterized by limited treatment options and high mortality. A better understanding of the molecular drivers of IPF progression is needed. Objectives: To identify and validate molecular determinants of IPF survival. Methods: A staged genome-wide association study was performed using paired genomic and survival data. Stage I cases were drawn from centers across the United States and Europe and stage II cases from Vanderbilt University. Cox proportional hazards regression was used to identify gene variants associated with differential transplantation-free survival (TFS). Stage I variants with nominal significance (P < 5 × 10-5) were advanced for stage II testing and meta-analyzed to identify those reaching genome-wide significance (P < 5 × 10-8). Downstream analyses were performed for genes and proteins associated with variants reaching genome-wide significance. Measurements and Main Results: After quality controls, 1, 481 stage I cases and 397 stage II cases were included in the analysis. After filtering, 9, 075, 629 variants were tested in stage I, with 158 meeting advancement criteria. Four variants associated with TFS with consistent effect direction were identified in stage II, including one in an intron of PCSK6 (proprotein convertase subtilisin/kexin type 6) reaching genome-wide significance (hazard ratio, 4.11 [95% confidence interval, 2.54-6.67]; P = 9.45 × 10-9). PCSK6 protein was highly expressed in IPF lung parenchyma. PCSK6 lung staining intensity, peripheral blood gene expression, and plasma concentration were associated with reduced TFS. Conclusions: We identified four novel variants associated with IPF survival, including one in PCSK6 that reached genome-wide significance. Downstream analyses suggested that PCSK6 protein plays a potentially important role in IPF progression.
KW - IPF
KW - PCSK6 protein
KW - genome-wide association study
KW - genomics
KW - survival
UR - http://www.scopus.com/inward/record.url?scp=85158046331&partnerID=8YFLogxK
U2 - 10.1164/rccm.202205-0845OC
DO - 10.1164/rccm.202205-0845OC
M3 - Article
C2 - 36780644
AN - SCOPUS:85158046331
SN - 1073-449X
VL - 207
SP - 1515
EP - 1524
JO - American Journal of Respiratory and Critical Care Medicine
JF - American Journal of Respiratory and Critical Care Medicine
IS - 11
ER -