ABSTRACT
Keywords
INTRODUCTION
- Reyes-Soffer G.
- Ginsberg H.N.
- Berglund L.
- Duell P.B.
- Heffron S.P.
- Kamstrup P.R.
- Lloyd-Jones D.M.
- Marcovina S.M.
- Yeang C.
- Koschinsky M.L.
- Kettunen J.
- Demirkan A.
- Wurtz P.
- Draisma H.H.
- Haller T.
- Rawal R.
- Vaarhorst A.
- Kangas A.J.
- Lyytikainen L.P.
- Pirinen M.
- Pool R.
- Sarin A.P.
- Soininen P.
- Tukiainen T.
- Wang Q.
- Tiainen M.
- Tynkkynen T.
- Amin N.
- Zeller T.
- Beekman M.
- Deelen J.
- van Dijk K.W.
- Esko T.
- Hottenga J.J.
- van Leeuwen E.M.
- Lehtimaki T.
- Mihailov E.
- Rose R.J.
- de Craen A.J.
- Gieger C.
- Kahonen M.
- Perola M.
- Blankenberg S.
- Savolainen M.J.
- Verhoeven A.
- Viikari J.
- Willemsen G.
- Boomsma D.I.
- van Duijn C.M.
- Eriksson J.
- Jula A.
- Jarvelin M.R.
- Kaprio J.
- Metspalu A.
- Raitakari O.
- Salomaa V.
- Slagboom P.E.
- Waldenberger M.
- Ripatti S.
- Ala-Korpela M.
- Mack S.
- Coassin S.
- Rueedi R.
- Yousri N.A.
- Seppala I.
- Gieger C.
- Schonherr S.
- Forer L.
- Erhart G.
- Marques-Vidal P.
- Ried J.S.
- Waeber G.
- Bergmann S.
- Dahnhardt D.
- Stockl A.
- Raitakari O.T.
- Kahonen M.
- Peters A.
- Meitinger T.
- Strauch K.
- Kedenko L.
- Paulweber B.
- Lehtimaki T.
- Hunt S.C.
- Vollenweider P.
- Lamina C.
- Kronenberg F.
- Saleheen D.
- Haycock P.C.
- Zhao W.
- Rasheed A.
- Taleb A.
- Imran A.
- Abbas S.
- Majeed F.
- Akhtar S.
- Qamar N.
- Zaman K.S.
- Yaqoob Z.
- Saghir T.
- Rizvi S.N.H.
- Memon A.
- Mallick N.H.
- Ishaq M.
- Rasheed S.Z.
- Memon F.U.
- Mahmood K.
- Ahmed N.
- Frossard P.
- Tsimikas S.
- Witztum J.L.
- Marcovina S.
- Sandhu M.
- Rader D.J.
- Danesh J.
- Burgess S.
- Ference B.A.
- Staley J.R.
- Freitag D.F.
- Mason A.M.
- Nielsen S.F.
- Willeit P.
- Young R.
- Surendran P.
- Karthikeyan S.
- Bolton T.R.
- Peters J.E.
- Kamstrup P.R.
- Tybjaerg-Hansen A.
- Benn M.
- Langsted A.
- Schnohr P.
- Vedel-Krogh S.
- Kobylecki C.J.
- Ford I.
- Packard C.
- Trompet S.
- Jukema J.W.
- Sattar N.
- Di Angelantonio E.
- Saleheen D.
- Howson J.M.M.
- Nordestgaard B.G.
- Butterworth A.S.
- Danesh J.
- Chan D.C.
- Watts G.F.
- Coll B.
- Wasserman S.M.
- Marcovina S.M.
- Barrett P.H.R.
- Chan D.C.
- Watts G.F.
- Coll B.
- Wasserman S.M.
- Marcovina S.M.
- Barrett P.H.R.
- Reyes-Soffer G.
- Pavlyha M.
- Ngai C.
- Thomas T.
- Holleran S.
- Ramakrishnan R.
- Karmally W.
- Nandakumar R.
- Fontanez N.
- Obunike J.
- Marcovina S.M.
- Lichtenstein A.H.
- Matthan N.R.
- Matta J.
- Maroccia M.
- Becue F.
- Poitiers F.
- Swanson B.
- Cowan L.
- Sasiela W.J.
- Surks H.K.
- Ginsberg H.N.
- Thomas T.
- Zhou H.
- Karmally W.
- Ramakrishnan R.
- Holleran S.
- Liu Y.
- Jumes P.
- Wagner J.A.
- Hubbard B.
- Previs S.F.
- Roddy T.
- Johnson-Levonas A.O.
- Gutstein D.E.
- Marcovina S.M.
- Rader D.J.
- Ginsberg H.N.
- Millar J.S.
- Reyes-Soffer G.
MATERIALS AND METHODS
Study Population
- Reyes-Soffer G.
- Pavlyha M.
- Ngai C.
- Thomas T.
- Holleran S.
- Ramakrishnan R.
- Karmally W.
- Nandakumar R.
- Fontanez N.
- Obunike J.
- Marcovina S.M.
- Lichtenstein A.H.
- Matthan N.R.
- Matta J.
- Maroccia M.
- Becue F.
- Poitiers F.
- Swanson B.
- Cowan L.
- Sasiela W.J.
- Surks H.K.
- Ginsberg H.N.
- Thomas T.
- Zhou H.
- Karmally W.
- Ramakrishnan R.
- Holleran S.
- Liu Y.
- Jumes P.
- Wagner J.A.
- Hubbard B.
- Previs S.F.
- Roddy T.
- Johnson-Levonas A.O.
- Gutstein D.E.
- Marcovina S.M.
- Rader D.J.
- Ginsberg H.N.
- Millar J.S.
- Reyes-Soffer G.
Study Design
- Reyes-Soffer G.
- Pavlyha M.
- Ngai C.
- Thomas T.
- Holleran S.
- Ramakrishnan R.
- Karmally W.
- Nandakumar R.
- Fontanez N.
- Obunike J.
- Marcovina S.M.
- Lichtenstein A.H.
- Matthan N.R.
- Matta J.
- Maroccia M.
- Becue F.
- Poitiers F.
- Swanson B.
- Cowan L.
- Sasiela W.J.
- Surks H.K.
- Ginsberg H.N.
- Thomas T.
- Zhou H.
- Karmally W.
- Ramakrishnan R.
- Holleran S.
- Liu Y.
- Jumes P.
- Wagner J.A.
- Hubbard B.
- Previs S.F.
- Roddy T.
- Johnson-Levonas A.O.
- Gutstein D.E.
- Marcovina S.M.
- Rader D.J.
- Ginsberg H.N.
- Millar J.S.
- Reyes-Soffer G.
Biochemical and Immunological Assays
Apo(a) Stable Isotope Enrichment Determination
- Zhou H.
- Castro-Perez J.
- Lassman M.E.
- Thomas T.
- Li W.
- McLaughlin T.
- Dan X.
- Jumes P.
- Wagner J.A.
- Gutstein D.E.
- Hubbard B.K.
- Rader D.J.
- Millar J.S.
- Ginsberg H.N.
- Reyes-Soffer G.
- Cleary M.
- Previs S.F.
- Roddy T.P.
Lp(a) concentration and apo(a) isoform size
- Marcovina S.M.
- Albers J.J.
- Scanu A.M.
- Kennedy H.
- Giaculli F.
- Berg K.
- Couderc R.
- Dati F.
- Rifai N.
- Sakurabayashi I.
- Tate J.R.
- Steinmetz A.
Weighted Isoform Size (wIS) Calculation
Apo(a) Modeling
- Reyes-Soffer G.
- Pavlyha M.
- Ngai C.
- Thomas T.
- Holleran S.
- Ramakrishnan R.
- Karmally W.
- Nandakumar R.
- Fontanez N.
- Obunike J.
- Marcovina S.M.
- Lichtenstein A.H.
- Matthan N.R.
- Matta J.
- Maroccia M.
- Becue F.
- Poitiers F.
- Swanson B.
- Cowan L.
- Sasiela W.J.
- Surks H.K.
- Ginsberg H.N.
- Thomas T.
- Zhou H.
- Karmally W.
- Ramakrishnan R.
- Holleran S.
- Liu Y.
- Jumes P.
- Wagner J.A.
- Hubbard B.
- Previs S.F.
- Roddy T.
- Johnson-Levonas A.O.
- Gutstein D.E.
- Marcovina S.M.
- Rader D.J.
- Ginsberg H.N.
- Millar J.S.
- Reyes-Soffer G.
Statistical Analysis
Holleran S and Ramakrishnan R. cufunctions, a package to facilitate statistical analyses in R. 2021:http://biomath.net/cufunctions.html.
RESULTS
Characteristic | ||
---|---|---|
Age, y | 46.8 ± 12.4 | |
Range for age | 26 – 68 | |
Body Mass Index, kg/m2 | 28.9 ± 4.3 | |
Race (n) | Female | Male |
White | 2 | 4 |
Black | 9 | 8 |
Hispanic | 6 | 3 |
Total Cholesterol, mg/dL | 173 ± 38.8 | |
Triglycerides, mg/dL | 109 (52.5, 143) | |
LDL-C, mg/dL | 103 ± 28.9 | |
HDL-C, mg/dL | 51.8 ± 17.2 | |
Plasma ApoB100, mg/dL | 81.2 ± 22.1 |
Lp(a) levels and Apo(a) kinetics
Study sample | |
---|---|
Lp(a) (nmol/L) | 54.6 (36.8, 119.0) |
Black | 61.2 (43.7, 127.6) |
Hispanic | 42.0 (21.5, 116.4) |
White | 49.8 (27.1, 62.3) |
Weighted Isoform Size | 22.8 ± 4.0 |
Apo(a) FCR (pools/day) | 0.18 ± 0.1 |
Apo(a) PR (nmol/kg/day) | 0.57 ± 0.4 |


DISCUSSION
- Reyes-Soffer G.
- Ginsberg H.N.
- Berglund L.
- Duell P.B.
- Heffron S.P.
- Kamstrup P.R.
- Lloyd-Jones D.M.
- Marcovina S.M.
- Yeang C.
- Koschinsky M.L.
- Saleheen D.
- Haycock P.C.
- Zhao W.
- Rasheed A.
- Taleb A.
- Imran A.
- Abbas S.
- Majeed F.
- Akhtar S.
- Qamar N.
- Zaman K.S.
- Yaqoob Z.
- Saghir T.
- Rizvi S.N.H.
- Memon A.
- Mallick N.H.
- Ishaq M.
- Rasheed S.Z.
- Memon F.U.
- Mahmood K.
- Ahmed N.
- Frossard P.
- Tsimikas S.
- Witztum J.L.
- Marcovina S.
- Sandhu M.
- Rader D.J.
- Danesh J.
- Gudbjartsson D.F.
- Thorgeirsson G.
- Sulem P.
- Helgadottir A.
- Gylfason A.
- Saemundsdottir J.
- Bjornsson E.
- Norddahl G.L.
- Jonasdottir A.
- Jonasdottir A.
- Eggertsson H.P.
- Gretarsdottir S.
- Thorleifsson G.
- Indridason O.S.
- Palsson R.
- Jonasson F.
- Jonsdottir I.
- Eyjolfsson G.I.
- Sigurdardottir O.
- Olafsson I.
- Danielsen R.
- Matthiasson S.E.
- Kristmundsdottir S.
- Halldorsson B.V.
- Hreidarsson A.B.
- Valdimarsson E.M.
- Gudnason T.
- Benediktsson R.
- Steinthorsdottir V.
- Thorsteinsdottir U.
- Holm H.
- Stefansson K.
Relationship of Plasma Lp(a) Concentrations with PR and FCR
Relationship of apo(a) isoforms with PR and FCR
- Chan D.C.
- Watts G.F.
- Coll B.
- Wasserman S.M.
- Marcovina S.M.
- Barrett P.H.R.
- Chan D.C.
- Watts G.F.
- Coll B.
- Wasserman S.M.
- Marcovina S.M.
- Barrett P.H.R.
- Chan D.C.
- Watts G.F.
- Coll B.
- Wasserman S.M.
- Marcovina S.M.
- Barrett P.H.R.
- Reyes-Soffer G.
- Pavlyha M.
- Ngai C.
- Thomas T.
- Holleran S.
- Ramakrishnan R.
- Karmally W.
- Nandakumar R.
- Fontanez N.
- Obunike J.
- Marcovina S.M.
- Lichtenstein A.H.
- Matthan N.R.
- Matta J.
- Maroccia M.
- Becue F.
- Poitiers F.
- Swanson B.
- Cowan L.
- Sasiela W.J.
- Surks H.K.
- Ginsberg H.N.
- Thomas T.
- Zhou H.
- Karmally W.
- Ramakrishnan R.
- Holleran S.
- Liu Y.
- Jumes P.
- Wagner J.A.
- Hubbard B.
- Previs S.F.
- Roddy T.
- Johnson-Levonas A.O.
- Gutstein D.E.
- Marcovina S.M.
- Rader D.J.
- Ginsberg H.N.
- Millar J.S.
- Reyes-Soffer G.
- Blanchard V.
- Chemello K.
- Hollstein T.
- Hong-Fong C.C.
- Schumann F.
- Grenkowitz T.
- Nativel B.
- Coassin S.
- Croyal M.
- Kassner U.
- Lamina C.
- Steinhagen-Thiessen E.
- Lambert G.
- O'Donoghue M.L.
- Rosenson R.S.
- Gencer B.
- Lopez J.A.G.
- Lepor N.E.
- Baum S.J.
- Stout E.
- Gaudet D.
- Knusel B.
- Kuder J.F.
- Ran X.
- Murphy S.A.
- Wang H.
- Wu Y.
- Kassahun H.
- Sabatine M.S.
- Investigators O.-D.T.
- Nissen S.E.
- Wolski K.
- Balog C.
- Swerdlow D.I.
- Scrimgeour A.C.
- Rambaran C.
- Wilson R.J.
- Boyce M.
- Ray K.K.
- Cho L.
- Watts G.F.
- Koren M.
- Turner T.
- Stroes E.S.
- Melgaard C.
- Campion G.V.
- Zekavat S.M.
- Ruotsalainen S.
- Handsaker R.E.
- Alver M.
- Bloom J.
- Poterba T.
- Seed C.
- Ernst J.
- Chaffin M.
- Engreitz J.
- Peloso G.M.
- Manichaikul A.
- Yang C.
- Ryan K.A.
- Fu M.
- Johnson W.C.
- Tsai M.
- Budoff M.
- Vasan R.S.
- Cupples L.A.
- Rotter J.I.
- Rich S.S.
- Post W.
- Mitchell B.D.
- Correa A.
- Metspalu A.
- Wilson J.G.
- Salomaa V.
- Kellis M.
- Daly M.J.
- Neale B.M.
- McCarroll S.
- Surakka I.
- Esko T.
- Ganna A.
- Ripatti S.
- Kathiresan S.
- Natarajan P.
- Group N.T.L.W.
- Marcovina S.M.
- Albers J.J.
- Scanu A.M.
- Kennedy H.
- Giaculli F.
- Berg K.
- Couderc R.
- Dati F.
- Rifai N.
- Sakurabayashi I.
- Tate J.R.
- Steinmetz A.
Data Availability Statement:
Acknowledgements:
Supplementary data
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Article info
Publication history
Publication stage
In Press Accepted ManuscriptFootnotes
Author Statement
Reyes-Soffer: Investigation, Conceptualization, Methodology, Data-Analysis, Supervision, Funding, Resources Matveyenko, A: Data Analysis, Investigation, Writing- Original draft preparation. Nelsa Matienzo: Visualization, Investigation. Henry Ginsberg: Writing- Reviewing and Editing Renu Nandakumar: Investigation, Validation Heather Seid: , Investigation Rajasekhar Ramakrishnan: Data analysis, Writing- Reviewing and EditingSteve Holleran: Data Analysis Tiffany Thomas: Investigation, Writing- Reviewing and Editing
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