Myeloperoxidase, paraoxonase-1, and HDL form a functional ternary complex
Open accessAbstract
Myeloperoxidase (MPO) and paraoxonase 1 (PON1) are high-density lipoprotein-associated (HDL-associated) proteins mechanistically linked to inflammation, oxidant stress, and atherosclerosis. MPO is a source of ROS during inflammation and can oxidize apolipoprotein A1 (APOA1) of HDL, impairing its atheroprotective functions. In contrast, PON1 fosters systemic antioxidant effects and promotes some of the atheroprotective properties attributed to HDL. Here, we demonstrate that MPO, PON1, and HDL bind to one another, forming a ternary complex, wherein PON1 partially inhibits MPO activity, while MPO inactivates PON1. MPO oxidizes PON1 on tyrosine 71 (Tyr71), a modified residue found in human atheroma that is critical for HDL binding and PON1 function. Acute inflammation model studies with transgenic and knockout mice for either PON1 or MPO confirmed that MPO and PON1 reciprocally modulate each other's function in vivo. Further structure and function studies identified critical contact sites between APOA1 within HDL, PON1, and MPO, and proteomics studies of HDL recovered from acute coronary syndrome (ACS) subjects revealed enhanced chlorotyrosine content, site-specific PON1 methionine oxidation, and reduced PON1 activity. HDL thus serves as a scaffold upon which MPO and PON1 interact during inflammation, whereupon PON1 binding partially inhibits MPO activity, and MPO promotes site-specific oxidative modification and impairment of PON1 and APOA1 function.
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Unlike HDL from healthy subjects, HDL from patients with CHD, kidney disease or diabetes mellitus have no protective vascular effects or may even cause paradoxical harmful effects.
“Unlike HDL from healthy subjects, HDL from patients with CHD, kidney disease or diabetes mellitus have no protective vascular effects or may even cause paradoxical harmful effects [55, 56, 61, 70, 71, 75, 76].”
From HDL cholesterol: reappraisal of its clinical relevance (2017) · cites this paper as [76]
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HDL Function and Atherosclerosis: Reactive Dicarbonyls as Promising Targets of Therapy
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“A similar attitude to translate an inflammatory signal into oxidant production is possessed by Myeloperoxidase, a heme-peroxidase mainly produced by granulocytes and monocytes with an important role as a first-line defense against microbial infections (78).”
Inference and quantification of peptidoforms in large sample cohorts by SWATH-MS
Rosenberger, G., Liu, Y., Röst, H. L., Ludwig, C., Buil, A., Bensimon, A., Soste, M., Spector, T. D., Dermitzakis, E. T., Collins, B. C., et al. (2017) · Nature Biotechnology · doi:10.1038/nbt.3908 · Cited by 121 · see citing works
Biological Consequences of Dysfunctional HDL
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Dysfunctional HDL in diabetes mellitus and its role in the pathogenesis of cardiovascular disease
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“Among these associated proteins, PON1 appears to be the most important player in conferring antioxidant property to HDL particles to protect LDL from undergoing oxidation [54].”
Disordered haematopoiesis and athero-thrombosis
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The Role of Lipids and Lipoproteins in Atherosclerosis
Linton, M. F., Yancey, P. G., Davies, S. S., Jerome, W. G., Linton, E. F., Song, W., Doran, A. C., & Vickers, K. C. (2015) · Europe PMC (PubMed Central) · Cited by 108 · see citing works
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“Interestingly, HDL serves as a scaffold upon which MPO and PON1 interact during inflammation, generating a ternary complex during acute inflammation that shows reciprocal regulation of enzymatic activities where PON1 partially inhibits MPO oxidative activity while MPO can inactivate PON1.(136) MPO oxidizes Tyr71 of PO…”
BackgroundSelf-citationParaoxonase 1 in neurological disorders
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The Structure and Function of Paraoxonase-1 and Its Comparison to Paraoxonase-2 and -3
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Paraoxonase 1 and HDL maturation
Gugliucci, A., & Menini, T. (2014) · Clinica Chimica Acta · doi:10.1016/j.cca.2014.09.016 · Cited by 95 · see citing works
“4, MPO, PON1, and HDL bind to one another, establishing a ternary complex, where PON1 moderately hinders MPO activity, while MPO inactivates PON1 [84].”
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HDL and Reverse Remnant-Cholesterol Transport (RRT): Relevance to Cardiovascular Disease
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“In addition, apoA-I forms complexes with proteins displaying prominent anti-atherosclerotic and anti-11 inflammatory properties, such as paraoxonase 1, further enhancing atheroprotection [59].”
Effects of bioactive lipids and lipoproteins on bone
Tintut, Y., & Demer, L. L. (2013) · Trends in Endocrinology and Metabolism · doi:10.1016/j.tem.2013.10.001 · Cited by 90 · see citing works
AMPK activation enhances the anti-atherogenic effects of high density lipoproteins in apoE−/− mice
Ma, A., Wang, J., Liu, Y., An, Y., & Zhu, H. (2017) · Journal of Lipid Research · doi:10.1194/jlr.m073270 · Cited by 89 · see citing works
“Conversely, PON1 has antioxidant properties and mediates some of the atheroprotective functions attributed to HDL (7, 33).”
BackgroundThe Endothelium Is Both a Target and a Barrier of HDL’s Protective Functions
Robert, J., Osto, E., & von Eckardstein, A. (2021) · Cells · doi:10.3390/cells10051041 · Cited by 88 · see citing works
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Paraoxonase 1 and atherosclerosis‐related diseases
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Endocan Levels and Subclinical Atherosclerosis in Patients With Systemic Lupus Erythematosus
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“However, HDL is sensitive to modification by various oxidants.(41) Therefore, the antiatherosclerotic effect of high HDL-C levels may be impaired in patients with SLE.”
BackgroundMorris, G., Puri, B. K., Bortolasci, C. C., Carvalho, A., Berk, M., Walder, K., Moreira, E. G., & Maes, M. (2021) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2021.02.037 · Cited by 84 · see citing works
Subfractions and Subpopulations of HDL: An Update
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“A recent in vivo study suggests that during inflammation myeloperoxidase (MPO) and PON1 interact, PON1 moderately inhibits MPO activity, and MPO stimulates site-specific oxidative modification and deterioration of PON1 and APOA1 activity [98].”
BackgroundMaiocchi, S. L., Ku, J., Thai, T., Chan, E., Rees, M. D., & Thomas, S. R. (2020) · Pharmacology & Therapeutics · doi:10.1016/j.pharmthera.2020.107711 · Cited by 75 · see citing works
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Paraoxonase 1 and atherosclerosis
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The other myeloperoxidase: Emerging functions
Vanhamme, L., Boudjeltia, K. Z., Antwerpen, P. V., & Delporte, C. (2018) · Archives of Biochemistry and Biophysics · doi:10.1016/j.abb.2018.03.037 · Cited by 70 · see citing works
Antioxidant and Anti-Inflammatory Effects of Bioactive Compounds in Atherosclerosis
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“For example, Huang et al. identified that myeloperoxidase (MPO) binds to HDL and is mechanistically linked to oxidant stress and atherosclerosis [33].”
HDL function is impaired in acute myocardial infarction independent of plasma HDL cholesterol levels
Annema, W., Willemsen, H. M., de Boer, J. F., Dikkers, A., van der Giet, M., Nieuwland, W., Kobold, A. C. M., van Pelt, L. J., Slart, R. H. J. A., van der Horst, I. C. C., et al. (2016) · Journal of clinical lipidology · doi:10.1016/j.jacl.2016.08.003 · Cited by 66 · see citing works
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“This process occurs in part via prooxidant enzymes such as MPO, and promotes the development of a dysfunctional, even “prooxidant” particle (33) (Figure 1).”
BackgroundCastellazzi, M., Trentini, A., Romani, A., Valacchi, G., Bellini, T., Bonaccorsi, G., Fainardi, E., Cavicchio, C., Passaro, A., Zuliani, G., et al. (2016) · The International Journal of Biochemistry & Cell Biology · doi:10.1016/j.biocel.2016.06.008 · Cited by 63 · see citing works
Functional and proteomic alterations of plasma high density lipoproteins in type 1 diabetes mellitus
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HDL: Fact, fiction, or function? HDL cholesterol and cardiovascular risk
Allard‐Ratick, M., Kindya, B., Khambhati, J., Engels, M. C., Sandesara, P. B., Rosenson, R. S., & Sperling, L. S. (2019) · European Journal of Preventive Cardiology · doi:10.1177/2047487319848214 · Cited by 62 · see citing works
High-density lipoprotein metabolism, composition, function, and deficiency
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Inflammation, Infection, Cancer and All That…The Role of Paraoxonases
Devarajan, A., Shih, D. M., & Reddy, S. T. (2014) · Advances in experimental medicine and biology · doi:10.1007/978-3-319-07320-0_5 · Cited by 59 · see citing works
“Recent detailed biochemical studies have further elucidated how PON1 exerts its antiinflammatory and anti-oxidative functions [23, 33].”
BackgroundSelf-citationDysfunctional HDL: From Structure-Function-Relationships to Biomarkers
Riwanto, M., Rohrer, L., von Eckardstein, A., & Landmesser, U. (2014) · Handbook of experimental pharmacology · doi:10.1007/978-3-319-09665-0_10 · Cited by 59 · see citing works
“Recently, we have shown that MPO and PON1 interact and reciprocally modulate each other’s function in vivo, i.e., PON1 partially inhibits MPO activity, while MPO oxidizes and inactivates PON1 (Huang et al. 2013).”
BackgroundInfluentialSelf-citationHDL Proteome and Alzheimer’s Disease: Evidence of a Link
Marsillach, J., Adorni, M. P., Zimetti, F., Papotti, B., Zuliani, G., & Cervellati, C. (2020) · Antioxidants · doi:10.3390/antiox9121224 · Cited by 57 · see citing works
High-Density Lipoprotein Regulation of Mitochondrial Function
White, C. R., Datta, G., & Giordano, S. S. (2017) · Advances in experimental medicine and biology · doi:10.1007/978-3-319-55330-6_22 · Cited by 58 · see citing works
Why Should Psychiatrists and Neuroscientists Worry about Paraoxonase 1?
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Functionality of HDL: Antioxidation and Detoxifying Effects
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Anti-inflammatory treatment improves high-density lipoprotein function in rheumatoid arthritis
O'Neill, F., Charakida, M., Topham, E., McLoughlin, E., Patel, N. P., Sutill, E., Kay, C. W. M., D’Aiuto, F., Landmesser, U., Taylor, P. C., et al. (2016) · Heart · doi:10.1136/heartjnl-2015-308953 · Cited by 55 · see citing works
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High-Density Lipoprotein Modifications: A Pathological Consequence or Cause of Disease Progression?
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Myeloperoxidase: a potential therapeutic target for coronary artery disease
Chaikijurajai, T., & Tang, W. H. W. (2020) · Expert Opinion on Therapeutic Targets · doi:10.1080/14728222.2020.1762177 · Cited by 53 · see citing works
Self-citationZimetti, F., Adorni, M. P., Marsillach, J., Marchi, C., Trentini, A., Valacchi, G., & Cervellati, C. (2021) · Oxidative Medicine and Cellular Longevity · doi:10.1155/2021/6695796 · Cited by 49 · see citing works
“The oxidative challenge of this leukocyte-derived enzyme is facilitated by its physical association with ApoA1 and HDL particles [14].”
BackgroundBalsan, G. A., Pellanda, L. C., Sausen, G., Galarraga, T., Zaffari, D., Pontin, B., & Portal, V. L. (2019) · Nutrition Journal · doi:10.1186/s12937-018-0426-y · Cited by 53 · see citing works
“The LDL-c was calculated by the Friedwald equation and was not the only lipid parameter considered because our interventions could cause changes in both HDL-c and triglycerides.”
BackgroundInfluentialDysfunctional High-Density Lipoprotein: An Innovative Target for Proteomics and Lipidomics
Salazar, J. J., Olivar, L. C., Ramos, E., Chávez-Castillo, M., Rojas, J., & Bermúdez, V. (2015) · Cholesterol · doi:10.1155/2015/296417 · Cited by 48 · see citing works
“In spite of these findings, there is conflictive evidence regarding the “protective” role of HDL-C in cardiovascular”
ResultWerbner, B., Tavakoli‐Rouzbehani, O. M., Fatahian, A. N., & Boudina, S. (2023) · The Journal of Cardiovascular Aging · doi:10.20517/jca.2022.42 · Cited by 44 · see citing works
High-density lipoprotein and inflammation in cardiovascular disease
Connelly, M. A., SHALAUROVA, I. Y., & Otvos, J. D. (2016) · Translational research · doi:10.1016/j.trsl.2016.01.006 · Cited by 46 · see citing works
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Dysfunctional HDL as a Therapeutic Target for Atherosclerosis Prevention
Ossoli, A., Pavanello, C., Giorgio, E., Calabresi, L., & Gomaraschi, M. (2018) · Current Medicinal Chemistry · doi:10.2174/0929867325666180316115726 · Cited by 45 · see citing works
Cardiovascular Consequences of Uremic Metabolites: an Overview of the Involved Signaling Pathways
Curaj, A., Vanholder, R. C., Loscalzo, J., Quach, K., Wu, Z., Jankowski, V., & Jankowski, J. (2024) · Circulation Research · doi:10.1161/circresaha.123.324001 · Cited by 46 · see citing works
“162 Normal healing after myocardial ischemia or infarction is essential for cardiac function.”
BackgroundSelf-citationZhang, L., Yermalitsky, V. N., Huang, J., Pleasent, T., Borja, M. S., Oda, M. N., Jerome, W. G., Yancey, P. G., Linton, M. F., & Davies, S. S. (2018) · Journal of Biological Chemistry · doi:10.1074/jbc.ra117.001099 · Cited by 44 · see citing works
“Because MPO complexes with apoA-I on HDL (21), these impairments are probably due to oxidative targeting of apoA-I (22).”
BackgroundHe, D., Zhao, M., Wu, C., Zhang, W., Niu, C., Yu, B., Jin, J., Ji, L., Willard, B. B., Mathew, A. V., et al. (2017) · Redox Biology · doi:10.1016/j.redox.2017.11.027 · Cited by 43 · see citing works
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“These results suggest that a high MPO and TG level and disorder of apoB/apoAI and TG/HDL-C ratios together with high inflammatory markers decreased HDL-C and apoAI concentration and disturbed the composition of HDL-C and apoAI in HDL, and the anti-inflammatory and anti-oxidative functions of HDL particles [7, 13].”
Davidson, W. S., Cooke, A. L., Swertfeger, D. K., & SHAH, A. S. (2021) · Current Atherosclerosis Reports · doi:10.1007/s11883-021-00925-4 · Cited by 41 · see citing works
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Structural Insights into High Density Lipoprotein: Old Models and New Facts
Gogonea, V. (2016) · Frontiers in Pharmacology · doi:10.3389/fphar.2015.00318 · Cited by 40 · see citing works
Self-citationEvaluating the link between Paraoxonase-1 levels and Alzheimer's disease development
Cervellati, C., Valacchi, G., Tisato, V., Zuliani, G., & Marsillach, J. (2019) · Minerva Medica · doi:10.23736/s0026-4806.18.05875-5 · Cited by 40 · see citing works
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“Indeed, our results suggest that restraining unnecessary conformational freedom via second- and third-shell interactions comprises a general feature of enzyme catalysis.”
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Flauzino, T., Simão, A. N. C., Pereira, W. L. D. C. J., Alfieri, D. F., Oliveira, S. R., Kallaur, A. P., Lozovoy, M. A. B., Kaimen-Maciel, D. R., Maes, M. H. J., & Reiche, E. M. V. (2019) · Metabolic Brain Disease · doi:10.1007/s11011-019-00456-7 · Cited by 39 · see citing works
How HDL protects LDL against atherogenic modification
Soran, H., Schofield, J. D., Liu, Y., & Durrington, P. N. (2015) · Current Opinion in Lipidology · doi:10.1097/mol.0000000000000194 · Cited by 38 · see citing works
Implications of reverse cholesterol transport: Recent studies
Levinson, S. S., & Wagner, S. G. (2014) · Clinica Chimica Acta · doi:10.1016/j.cca.2014.10.018 · Cited by 36 · see citing works
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Endres, K. (2021) · Neural Regeneration Research · doi:10.4103/1673-5374.310669 · Cited by 36 · see citing works
“Significantly, ApoA1 is found, for example, in direct contact with myeloperoxidase (Huang et al., 2013), an enzyme that plays a crucial role in antimicrobial defense starting from neutrophil granulocytes.”
BackgroundPlasma oxidation status and antioxidant capacity in psoriatic children
Bacchetti, T., Simonetti, O., Ricotti, F., Offidani, A., & Ferretti, G. (2019) · Archives of Dermatological Research · doi:10.1007/s00403-019-01976-z · Cited by 34 · see citing works
Good Cholesterol Gone Bad? HDL and COVID-19
Kluck, G. E. G., Yoo, J., Sakarya, E. H., & Trigatti, B. L. (2021) · International Journal of Molecular Sciences · doi:10.3390/ijms221910182 · Cited by 34 · see citing works
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“( 6) PON-1 catalytic activity within crude serum mixtures has traditionally been measured by quantifying enzymatic hydrolysis rates of 2 known in vitro substrates, with functional activities named paraoxonase (hydrolyzes organophosphates, like paraoxon) and arylesterase (hydrolyzes aromatic esters,…”
MethodSelf-citationCervellati, C., Bonaccorsi, G., Trentini, A., Valacchi, G., Sanz, J. M., Squerzanti, M., Spagnolo, M., Massari, L., Crivellari, I., Greco, P., et al. (2017) · Scandinavian Journal of Clinical and Laboratory Investigation · doi:10.1080/00365513.2017.1405274 · Cited by 34 · see citing works
“Furthermore, other studies consistently showed that HDLs of subjects with CVD have lower PON1 activity compared to those of healthy subjects [10,21,22].”
ResultDysfunctional High-density Lipoprotein: The Role of Myeloperoxidase and Paraoxonase-1
Bacchetti, T., Ferretti, G., Carbone, F., Ministrini, S., Montecucco, F., Jamialahmadi, T., & Sahebkar, A. (2020) · Current Medicinal Chemistry · doi:10.2174/0929867327999200716112353 · Cited by 33 · see citing works
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“Recent data indicate that MPO, PON1, and HDL may bind and inhibit each other, forming a ternary complex [22].”
BackgroundIdentification of Critical Paraoxonase 1 Residues Involved in High Density Lipoprotein Interaction
Gu, X., Huang, Y. R., Levison, B. S., Gerstenecker, G. S., DiDonato, A. J., Hazen, L. B., Lee, J., Gogonea, V., DiDonato, J. A., & Hazen, S. L. (2015) · Journal of Biological Chemistry · doi:10.1074/jbc.m115.678334 · Cited by 31 · see citing works
Self-citationLoria, A. D., Dattilo, V., Santoro, D., Guccione, J., Luca, A. D., Ciaramella, P., Pirozzi, M., & Iaccino, E. (2020) · Animals · doi:10.3390/ani10010100 · Cited by 32 · see citing works
Sergi, D., Zauli, E., Tisato, V., Secchiero, P., Zauli, G., & Cervellati, C. (2023) · International Journal of Molecular Sciences · doi:10.3390/ijms24054403 · Cited by 32 · see citing works
“In particular, myeloperoxidase appears to mediate the oxidation of specific residues of ApoA1 which are implicated in triggering cholesterol efflux mechanisms [40].”
BackgroundParaoxonase 2 prevents the development of heart failure
Li, W., Kennedy, D. J., Shao, Z., Wang, X., Kamdar, A. K., Weber, M. E., Mislick, K., Kiefer, K., Morales, R., Agatisa-Boyle, B., et al. (2018) · Free Radical Biology and Medicine · doi:10.1016/j.freeradbiomed.2018.04.583 · Cited by 31 · see citing works
Self-citationHigh‐density lipoprotein in diabetes: Structural and functional relevance
Lui, D. T. W., & Tan, K. C. B. (2024) · Journal of Diabetes Investigation · doi:10.1111/jdi.14172 · Cited by 30 · see citing works
“The presence of MPO renders the HDL subspecies dysfunctional, as MPO is a source of reactive oxygen species and impairs PON1 and apoA-I function 32 .”
BackgroundAssessment of HDL Cholesterol Removal Capacity: Toward Clinical Application
Toh, R. (2018) · Journal of Atherosclerosis and Thrombosis · doi:10.5551/jat.rv17028 · Cited by 30 · see citing works
Thymiakou, E., Othman, A., Hornemann, T., & Kardassis, D. (2020) · Metabolism · doi:10.1016/j.metabol.2020.154307 · Cited by 30 · see citing works
- Authors
- Huang, Y., Wu, Z., Riwanto, M., Gao, S., Levison, B. S., Gu, X., Fu, X., Wagner, M. A., Besler, C., Gerstenecker, G., Zhang, R., Li, X.-M., DiDonato, A. J., Gogonea, V., Tang, W. H. W., Smith, J. D., Plow, E. F., Fox, P. L., Shih, D. M., Lusis, A. J., Fisher, E. A., DiDonato, J. A., Landmesser, U., & Hazen, S. L.
- Affiliations
- Cleveland Clinic (US)
- University of Zurich (CH)
- Cleveland State University (US)
- St. Jude Children's Research Hospital (US)
- University of California, Los Angeles (US)
- New York University (US)
- Corresponding author
- Hazen, Stanley L.
- ORCID
- Huang, Ying
- Wu, Zhiping
- Gao, Shengqiang
- Levison, Bruce S.
- Gu, Xiaodong
- Fu, Xiaoming
- Wagner, Matthew A.
- Besler, Christian
- Zhang, Renliang
- Gogonea, Valentin
- Tang, W.H. Wilson
- Smith, Jonathan D.
- Plow, Edward F.
- Fox, Paul L.
- Shih, Diana M.
- Lusis, Aldons J.
- Fisher, Edward A.
- DiDonato, Joseph A.
- Landmesser, Ulf
- Hazen, Stanley L.
- Venue
- Journal of Clinical Investigation
- Published
- 2013-08-01
- Volume
- 123
- Issue
- 9
- Pages
- 3815-3828
- ISSN
- 0021-9738 (ISSN-L)
- PMC
- PMC3754253
- OpenAlex
- W2170466777
- Cited by
- 269
- References
- 71
- Citations by year
- 2026: 11 · 2025: 16 · 2024: 12 · 2023: 18 · 2022: 15 · 2021: 24 · 2020: 32 · 2019: 20 · 2018: 25 · 2017: 22 · 2016: 27 · 2015: 22 · 2014: 22 · 2013: 3
- FWCI
- 16.31
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Journal of Clinical Investigation (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Zurich Open Repository and Archive (University of Zurich) (acceptedVersion, other-oa)
- EngagedScholarship @ Cleveland State University (Cleveland State University) (submittedVersion)
- eScholarship (California Digital Library) (submittedVersion)
- Zurich Open Repository and Archive (University of Zurich) (submittedVersion, other-oa)
- Zurich Open Repository and Archive (University of Zurich)
- Funders
- Abbott Laboratories
- National Research Foundation
- Fondation Leducq
- National Institutes of Health (UL1TR000439, HL030568)
- National Heart, Lung, and Blood Institute (R01HL017964, R01HL094322, P01HL030568, R01HL103931, R01 HL17964, P01HL076491, P01HL098055)
- National Center for Advancing Translational Sciences
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Clinical Biochemistry › Paraoxonase enzyme and polymorphisms
- Life Sciences › Immunology and Microbiology › Immunology › Neutrophil, Myeloperoxidase and Oxidative Mechanisms
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Redox biology and oxidative stress
- Keywords
- myeloperoxidase, paraoxonase 1, HDL cholesterol, ternary protein complex, apolipoprotein A-I, protein oxidation, chlorotyrosine, acute coronary syndrome, inflammation, atherosclerosis, oxidative stress, antioxidant defense, protein-protein interaction, atheroprotection
- MeSH terms
- Amino Acid Sequence, Animals, Cell Line, Enzyme Stability, Humans, Lipoproteins, HDL, Mice, Inbred C57BL, Peroxidase, Oxidation-Reduction, Protein Binding, Case-Control Studies, Protein Structure, Secondary, Mice, Knockout, Deuterium Exchange Measurement, Aryldialkylphosphatase, Mice, Protein Interaction Domains and Motifs, Plaque, Atherosclerotic
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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