Iron laden macrophages in idiopathic pulmonary fibrosis: the telltale of occult alveolar hemorrhage?
Abstract
Rationale A number of observations suggest that iron accumulates in the lungs of patients with idiopathic pulmonary fibrosis (IPF) with vascular abnormalities, including pulmonary hypertension.Objectives The aim of this study was to determine the prevalence and intensity of accumulation of alveolar epithelial lining fluid (ELF) iron and of alveolar macrophage hemosiderin in IPF and its relationship with disease severity.Methods Forty seven IPF patients and 14 healthy controls were retrospectively evaluated for iron accumulation in the lower respiratory tract using total iron spectrophotometric measures and for hemosiderin accumulation using the Perls' stain with the Golde score.Measurements and main results Total iron levels in ELF were significantly increased in IPF patients compared to non-smoking controls (p < 0.05); there were no differences with healthy smokers (p = 0.2). Hemosiderin accumulation in alveolar macrophages was similar in never smoking and ever smoking IPF patients (p = 0.5), was significantly higher in IPF patients than in both smoking and non-smoking healthy controls (p < 0.05, all comparisons) and was positively correlated with echocardiographic estimates of pulmonary artery systolic pressure (p < 0.05) and with increasing disease severity scores (p < 0.05).Conclusions The data show exaggerated accumulation of iron in IPF broncho-alveolar ELF and alveolar cells with no association with tobacco smoke, thus suggesting, occult pulmonary hemorrhage as a likely cause.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Conceivably, senescent cells account for the increased iron observed in aged tissues and in organs affected by age-related pathologies.
“Conceivably, senescent cells account for the increased iron observed in aged tissues [11], [12] and similarly in organs affected by age-related pathologies [13], [14], [15].”
From Iron accumulation in senescent cells is coupled with impaired ferritinophagy and inhibition of ferroptosis (2018) · cites this paper as [13]
Cites
Raghu, G., Collard, H. R., Egan, J. J., Martinez, F. J., Behr, J., Brown, K. K., Colby, T. V., Cordier, J.-F., Flaherty, K. R., Lasky, J. A., et al. (2011) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.2009-040gl · Cited by 7,186 · see citing works
Mortality in relation to smoking: 50 years' observations on male British doctors
Doll, R., Peto, R., Boreham, J., & Sutherland, I. (2004) · BMJ · doi:10.1136/bmj.38142.554479.ae · Cited by 2,920 · cited 1× · see citing works
“Studies of the health effects of tobacco smoke indicate that smoking cessation after the age of 35e45 years does not completely protect from tobacco smoke-associated mortality in later ages [8] thus suggesting that, as with cardiovascular disease, smoke exposure may cause early vascular abnormalities in the lung which…”
BackgroundStandardisation of the single-breath determination of carbon monoxide uptake in the lung
MacIntyre, N. R., Crapo, R. O., Viegi, G., Johnson, D. C., van der Grinten, C. P. M., Brusasco, V., Burgos, F., Casaburi, R. H., Coates, A. L., Enright, P., et al. (2005) · European Respiratory Journal · doi:10.1183/09031936.05.00034905 · Cited by 2,254 · see citing works
Pirfenidone in patients with idiopathic pulmonary fibrosis (CAPACITY): two randomised trials
Noble, P. W., Albera, C., Bradford, W. Z., Costabel, U., Glassberg, M. K., Kardatzke, D., King, T. E., Lancaster, L., Sahn, S. A., Szwarcberg, J., et al. (2011) · The Lancet · doi:10.1016/s0140-6736(11)60405-4 · Cited by 2,154 · see citing works
Mortality in relation to smoking: 40 years' observations on male British doctors
Doll, R., Peto, R., Wheatley, K., Gray, R., & Sutherland, I. (1994) · BMJ · doi:10.1136/bmj.309.6959.901 · Cited by 1,321 · see citing works
A Multidimensional Index and Staging System for Idiopathic Pulmonary Fibrosis
Ley, B., Ryerson, C. J., Vittinghoff, E., Ryu, J. H., Tomassetti, S., Lee, J. S., Poletti, V., Buccioli, M., Elicker, B. M., Jones, K. D., et al. (2012) · Annals of Internal Medicine · doi:10.7326/0003-4819-156-10-201205150-00004 · Cited by 1,308 · see citing works
Efficacy of a Tyrosine Kinase Inhibitor in Idiopathic Pulmonary Fibrosis
Richeldi, L., Costabel, U., Selman, M., Kim, D. S., Hansell, D. M., Nicholson, A. G., Brown, K. K., Flaherty, K. R., Noble, P. W., Raghu, G., et al. (2011) · New England Journal of Medicine · doi:10.1056/nejmoa1103690 · Cited by 1,157 · see citing works
Meyer, K. C., Raghu, G., Baughman, R. P., Brown, K. M., Costabel, U., du Bois, R. M., Drent, M., HASLAM, P. L., Kim, D. S., Nagai, S., et al. (2012) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.201202-0320st · Cited by 1,144 · see citing works
Self-citationEstimation of volume of epithelial lining fluid recovered by lavage using urea as marker of dilution
Rennard, S. I., Basset, G., Lecossier, D., O'Donnell, K. M., Pinkston, P., Martin, P., & Crystal, R. G. (1986) · Journal of Applied Physiology · doi:10.1152/jappl.1986.60.2.532 · Cited by 1,134 · see citing works
BIBF 1120: Triple Angiokinase Inhibitor with Sustained Receptor Blockade and Good Antitumor Efficacy
Hilberg, F., Roth, G. J., Krssak, M., Kautschitsch, S., Sommergruber, W., Tontsch-Grunt, U., Garin-Chesa, P., Bader, G., Zoephel, A., Quant, J., et al. (2008) · Cancer Research · doi:10.1158/0008-5472.can-07-6307 · Cited by 1,056 · see citing works
High-Dose Acetylcysteine in Idiopathic Pulmonary Fibrosis
Demedts, M., Behr, J., Buhl, R., Costabel, U., Dekhuijzen, R., Jansen, H. M., MacNee, W., Thomeer, M., Wallaert, B., Laurent, F., et al. (2005) · New England Journal of Medicine · doi:10.1056/nejmoa042976 · Cited by 964 · see citing works
Double-blind, Placebo-controlled Trial of Pirfenidone in Patients with Idiopathic Pulmonary Fibrosis
Azuma, A., Nukiwa, T., Tsuboi, E., Suga, M., Abe, S., Nakata, K., Taguchi, Y., Nagai, S., Itoh, H., Ohi, M., et al. (2005) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.200404-571oc · Cited by 953 · see citing works
Cigarette Smoking: A Risk Factor for Idiopathic Pulmonary Fibrosis
Baumgartner, K. B., Samet, J. M., Stidley, C. A., Colby, T. V., & Waldron, J. A. (1997) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/ajrccm.155.1.9001319 · Cited by 767 · see citing works
BUILD-3: A Randomized, Controlled Trial of Bosentan in Idiopathic Pulmonary Fibrosis
King, T. E., Brown, K. K., Raghu, G., du Bois, R. M., Lynch, D. A., Martinez, F., Valeyre, D., Leconte, I., Morganti, A., Roux, S., et al. (2011) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.201011-1874oc · Cited by 718 · see citing works
Treatment of Idiopathic Pulmonary Fibrosis With Ambrisentan: A Parallel, Randomized Trial
Raghu, G., Behr, J., Brown, K. K., Egan, J. J., Kawut, S. M., Flaherty, K. R., Martinez, F. J., Nathan, S. D., Wells, A. U., Collard, H. R., et al. (2013) · Annals of Internal Medicine · doi:10.7326/0003-4819-158-9-201305070-00003 · Cited by 553 · see citing works
Pulmonary veno-occlusive disease
Montani, D., Lau, E., Dorfmüller, P., Girerd, B., Jaïs, X., Savale, L., Perros, F., Nossent, E. J., Garcia, G., Parent, F., et al. (2016) · European Respiratory Journal · doi:10.1183/13993003.00026-2016 · Cited by 523 · see citing works
BUILD-1: A Randomized Placebo-controlled Trial of Bosentan in Idiopathic Pulmonary Fibrosis
King, T. E., Behr, J., Brown, K. K., du Bois, R. M., Lancaster, L., de Andrade, J. A., Stähler, G., Leconte, I., Roux, S., & Raghu, G. (2008) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.200705-732oc · Cited by 500 · see citing works
Clinical and Pathologic Features of Familial Interstitial Pneumonia
Steele, M. P., Speer, M. C., Loyd, J. E., Brown, K. K., Herron, A., Slifer, S. H., Burch, L. H., Wahidi, M. M., Phillips, J. A., Sporn, T. A., et al. (2005) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.200408-1104oc · Cited by 432 · see citing works
Pulmonary Veno-Occlusive Disease
Montani, D., Achouh, L., Dorfmüller, P., Pavec, J. L., Sztrymf, B., Tchérakian, C., Rabiller, A., Haque, R. A., Sitbon, O., Jaïs, X., et al. (2008) · Medicine · doi:10.1097/md.0b013e31818193bb · Cited by 356 · see citing works
Oxidant-mediated epithelial cell injury in idiopathic pulmonary fibrosis.
Cantin, A. M., North, S. L., Fells, G. A., Hubbard, R. C., & Crystal, R. G. (1987) · Journal of Clinical Investigation · doi:10.1172/jci113005 · Cited by 351 · see citing works
Heterogeneous Increase in CD34-positive Alveolar Capillaries in Idiopathic Pulmonary Fibrosis
Ebina, M., Shimizukawa, M., Shibata, N., Kimura, Y., SUZUKI, T. A., Endo, M., Sasano, H., Kondo, T., & Nukiwa, T. (2004) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.200308-1111oc · Cited by 321 · see citing works
Pulmonary veno-occlusive disease
Montani, D., Price, L., Dorfmüller, P., Achouh, L., Jaïs, X., Yaici, A., Sitbon, O., Musset, D., Simonneau, G., & Humbert, M. J. C. (2008) · European Respiratory Journal · doi:10.1183/09031936.00090608 · Cited by 296 · see citing works
Idiopathic Pulmonary Fibrosis. Epidemiologic Approaches to Occupational Exposure
Iwai, K., Mori, T., Yamada, N., Yamaguchi, M., & Hosoda, Y. (1994) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/ajrccm.150.3.8087336 · Cited by 268 · see citing works
Pulmonary Veno-occlusive Disease and Pulmonary Capillary Hemangiomatosis
Lantuéjoul, S., Sheppard, M. N., CORRIN, B., et al. (2006) · The American Journal of Surgical Pathology · doi:10.1097/01.pas.0000209834.69972.e5 · Cited by 243 · see citing works
Precapillary Systemic-pulmonary Anastomoses
Turner-Warwick, M. E. H. (1963) · Thorax · doi:10.1136/thx.18.3.225 · Cited by 241 · see citing works
Nathan, S. D., Shlobin, O. A., Barnett, S. D., et al. (2008) · Respiratory Medicine · doi:10.1016/j.rmed.2008.03.022 · Cited by 238 · see citing works
Serial Development of Pulmonary Hypertension in Patients with Idiopathic Pulmonary Fibrosis
Nathan, S. D., Shlobin, O. A., Ahmad, S., et al. (2008) · Respiration · doi:10.1159/000114246 · Cited by 227 · see citing works
Oxidative stress in the pathogenesis of diffuse lung diseases: A review
Bargagli, E., Olivieri, C., Bennett, D., Prasse, A., Müller–Quernheim, J., & Rottoli, P. (2009) · Respiratory Medicine · doi:10.1016/j.rmed.2009.04.014 · Cited by 216 · see citing works
Systemic Inflammation in Patients With COPD and Pulmonary Hypertension
Joppa, P., Petrášová, D., Stancak, B., et al. (2006) · CHEST Journal · doi:10.1378/chest.130.2.326 · Cited by 216 · see citing works
Interstitial Vascularity in Fibrosing Alveolitis
Renzoni, E. A., Walsh, D. A., Salmon, M., et al. (2003) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.200202-135oc · Cited by 199 · see citing works
Accurate quantification of cells recovered by bronchoalveolar lavage.
Saltini, C., Hance, A. J., Ferrans, V. J., Basset, F., Bitterman, P. B., & Crystal, R. G. (1984) · PubMed · doi:10.1164/arrd.1984.130.4.650 · Cited by 195 · see citing works
Self-citationEffect of glutathione aerosol on oxidant-antioxidant imbalance in idiopathic pulmonary fibrosis
Borok, Z. (1991) · The Lancet · doi:10.1016/0140-6736(91)90350-x · Cited by 184 · see citing works
Kawabata, Y., Hoshi, E., Murai, K., Ikeya, T., Takahashi, N., Saitou, Y., Kurashima, K., Ubukata, M., Takayanagi, N., Sugita, H., et al. (2008) · Histopathology · doi:10.1111/j.1365-2559.2008.03183.x · Cited by 160 · see citing works
Colombat, M., Mal, H., Groussard, O., Capron, F., Thabut, G., Jébrak, G., Brugière, O., Dauriat, G., Castier, Y., Lesèche, G., et al. (2006) · Human Pathology · doi:10.1016/j.humpath.2006.06.007 · Cited by 159 · see citing works
Occult pulmonary haemorrhage in leukaemia.
Golde, D. W., Drew, W. L., Klein, H. Z., Finley, T. N., & Cline, M. J. (1975) · BMJ · doi:10.1136/bmj.2.5964.166 · Cited by 148 · see citing works
Occult alveolar haemorrhage in pulmonary veno-occlusive disease
Rabiller, A., Jaïs, X., Hamid, A., et al. (2005) · European Respiratory Journal · doi:10.1183/09031936.06.00054105 · Cited by 143 · see citing works
Time Course of Hemosiderin Production and Clearance by Human Pulmonary Macrophages
Sherman, J. M., Winnie, G. B., Thomassen, M. J., Abdul‐Karim, F. W., & Boat, T. F. (1984) · CHEST Journal · doi:10.1378/chest.86.3.409 · Cited by 131 · see citing works
Lower respiratory tract iron burden is increased in association with cigarette smoking.
Thompson, A. B., Bohling, T., Heires, A. J., Linder, J., & Rennard, S. I. (1991) · PubMed · Cited by 128 · see citing works
Intravenous N-Acetylcysteine and Lung Glutathione of Patients With Pulmonary Fibrosis and Normals
Meyer, A., Buhl, R., Kampf, S., & MAGNUSSEN, H. (1995) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/ajrccm.152.3.7663783 · Cited by 107 · see citing works
Time Course of Hemosiderin Production by Alveolar Macrophages in a Murine Model
Epstein, C. E., Elidemir, O., Colasurdo, G. N., & Fan, L. L. (2001) · CHEST Journal · doi:10.1378/chest.120.6.2013 · Cited by 100 · see citing works
Potent antioxidant role of Pirfenidone in experimental cirrhosis
Salazar-Montes, A., Ruiz-Corro, L., López-Reyes, A. G., Castrejón-Gómez, E., & Armendáriz‐Borunda, J. (2008) · European Journal of Pharmacology · doi:10.1016/j.ejphar.2008.06.110 · Cited by 98 · see citing works
Idiopathic Pulmonary Fibrosis Related to Endothelial Injury and Antiendothelial Cell Antibodies
MAGRO, C. M. J., Waldman, W. J., Knight, D. A., Allen, J. N., Nádasdy, T., Frambach, G. E., Ross, P., & Marsh, C. B. (2006) · Human Immunology · doi:10.1016/j.humimm.2006.02.026 · Cited by 89 · see citing works
Risk of cryptogenic fibrosing alveolitis in metal workers
Hubbard, R., Cooper, M. A., Antoniak, M. D., Venn, A. J., Khan, S., Johnston, I., Lewis, S., & Britton, J. R. (2000) · The Lancet · doi:10.1016/s0140-6736(00)82017-6 · Cited by 82 · see citing works
Kamp, D. W., Israbian, V. A., Yeldandi, A. V., Panos, R. J., Graceffa, P., & Weitzman, S. A. (1995) · Toxicologic Pathology · doi:10.1177/019262339502300606 · Cited by 75 · see citing works
Regional variation in iron and iron-binding proteins within the lungs of smokers.
Nelson, M. E., O'Brien-Ladner, A., & Wesselius, L. (1996) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/ajrccm.153.4.8616566 · Cited by 71 · see citing works
Iron and ferritin contents and distribution in human alveolar macrophages.
McGowan, S. E., & Sa, H. (1988) · PubMed · Cited by 71 · see citing works
Rad, A. M., Janic, B., Iskander, A., et al. (2007) · BioTechniques · doi:10.2144/000112599 · Cited by 70 · see citing works
Maldonado, F., Parambil, J. G., Yi, E. S., Decker, P. A., & Ryu, J. H. (2009) · European Respiratory Journal · doi:10.1183/09031936.00119108 · Cited by 66 · see citing works
Olakanmi, O., McGowan, S. E., Hayek, M. B., & Britigan, B. E. (1993) · Journal of Clinical Investigation · doi:10.1172/jci116310 · Cited by 66 · see citing works
Pinho, R. A., Silveira, P. C. L., da Silva, L. A., STRECK, E. L., Dal‐Pizzol, F., & Moreira, J. C. F. (2005) · Environmental Research · doi:10.1016/j.envres.2005.03.005 · Cited by 66 · see citing works
Möller, W. (2001) · Experimental Lung Research · doi:10.1080/019021401753181827 · Cited by 58 · see citing works
Kim, K., Maldonado, F., Ryu, J. H., Eiken, P. W., Hartman, T. E., Bartholmai, B. J., Decker, P. A., & Yi, E. S. (2010) · Respiratory Research · doi:10.1186/1465-9921-11-37 · Cited by 55 · see citing works
Humic-like substances in cigarette smoke condensate and lung tissue of smokers
Ghio, A. J., Stonehuerner, J., & Quigley, D. R. (1994) · American Journal of Physiology-Lung Cellular and Molecular Physiology · doi:10.1152/ajplung.1994.266.4.l382 · Cited by 48 · see citing works
Lung injury after silica instillation is associated with an accumulation of iron in rats
Ghio, A. J., Jaskot, R. H., & Hatch, G. E. (1994) · American Journal of Physiology-Lung Cellular and Molecular Physiology · doi:10.1152/ajplung.1994.267.6.l686 · Cited by 48 · see citing works
Smoking and Pulmonary Fibrosis: Novel Insights
Samara, K. D., Margaritopoulos, G. A., Wells, A. U., Siafakas, N. M., & Antoniou, K. M. (2011) · Pulmonary Medicine · doi:10.1155/2011/461439 · Cited by 41 · see citing works
Aerosolized deferoxamine prevents lung and systemic injury caused by smoke inhalation
Lalonde, C., Ikegami, K., & Demling, R. H. (1994) · Journal of Applied Physiology · doi:10.1152/jappl.1994.77.5.2057 · Cited by 36 · see citing works
Anatomic and Histologic Changes of Early Emphysema
McLaughlin, R. F., & Tueller, E. E. (1971) · CHEST Journal · doi:10.1378/chest.59.6.592 · Cited by 36 · see citing works
Salih, Z. N. I., Akhter, A., & Akhter, J. (2006) · Archives of Pathology & Laboratory Medicine · doi:10.5858/2006-130-1684-sasohm · Cited by 29 · see citing works
Ghio, A. J., Richards, J. H., Dittrich, K. L., & Samet, J. M. (1998) · Toxicologic Pathology · doi:10.1177/019262339802600313 · Cited by 27 · see citing works
PULMONARY HEMOSIDEROSIS IN MITRAL STENOSIS
Taylor, H. A., & STRONG, G. F. (1955) · Annals of Internal Medicine · doi:10.7326/0003-4819-42-1-26 · Cited by 13 · see citing works
Robinson, K., Conroy, R. M., & Mulcahy, R. (1989) · Heart · doi:10.1136/hrt.62.1.16 · Cited by 11 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Masaldan, S., Clatworthy, S. A. S., Gamell, C., Meggyesy, P. M., Rigopoulos, A.-T., Haupt, S., Haupt, Y., Denoyer, D., Adlard, P. A., Bush, A. I., et al. (2018) · Redox Biology · doi:10.1016/j.redox.2017.08.015 · Cited by 452 · see citing works
Smoking-induced iron dysregulation in the lung
Zhang, W. Z., Butler, J. J., & Cloonan, S. M. (2019) · Free Radical Biology and Medicine · doi:10.1016/j.freeradbiomed.2018.07.024 · Cited by 62 · see citing works
Perls’ Prussian Blue Stains of Lung Tissue, Bronchoalveolar Lavage, and Sputum
Ghio, A. J., & Roggli, V. L. (2021) · Journal of Environmental Pathology, Toxicology and Oncology · doi:10.1615/jenvironpatholtoxicoloncol.2020036292 · Cited by 29 · see citing works
Cigarette Smoke Particle-Induced Lung Injury and Iron Homeostasis
Ghio, A. J., Pavlisko, E. N., Roggli, V. L., Todd, N. W., & Sangani, R. G. (2022) · International Journal of Chronic Obstructive Pulmonary Disease · doi:10.2147/copd.s337354 · Cited by 19 · see citing works
- Authors
- Puxeddu, E., Comandini, A., Cavalli, F., Pezzuto, G., D'Ambrosio, C., Senis, L., Paci, M., Curradi, G., Sergiacomi, G. L., & Saltini, C.
- Affiliations
- Policlinico Tor Vergata (IT)
- University of Rome Tor Vergata (IT)
- University of Bologna (IT)
- Corresponding author
- Saltini, Cesare
- Venue
- Pulmonary Pharmacology & Therapeutics
- Publisher
- Elsevier BV
- Published
- 2014-06
- Volume
- 28
- Issue
- 1
- Pages
- 35-40
- ISSN
- 1094-5539 (ISSN-L)
- OpenAlex
- W2097974689
- Cited by
- 57
- References
- 61
- Citations by year
- 2026: 5 · 2025: 8 · 2024: 5 · 2023: 4 · 2022: 2 · 2021: 9 · 2020: 6 · 2019: 5 · 2018: 4 · 2017: 6 · 2015: 1 · 2014: 2
- FWCI
- 0.81
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Pulmonary Pharmacology & Therapeutics (publishedVersion)
- PubMed (publishedVersion)
- Cineca Institutional Research Information System (Tor Vergata University) (submittedVersion)
- Funders
- Boehringer-Ingelheim
- Topics
- Health Sciences › Medicine › Pulmonary and Respiratory Medicine › Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis
- Health Sciences › Medicine › Hematology › Iron Metabolism and Disorders
- Health Sciences › Medicine › Pulmonary and Respiratory Medicine › Occupational and environmental lung diseases
- Keywords
- idiopathic pulmonary fibrosis, iron accumulation, alveolar macrophages, hemosiderin, pulmonary hypertension, disease severity, smoking
- MeSH terms
- Adult, Aged, Female, Hemorrhage, Hemosiderin, Humans, Iron, Male, Middle Aged, Pulmonary Alveoli, Retrospective Studies, Severity of Illness Index, Smoking, Spectrophotometry, Case-Control Studies, Macrophages, Alveolar, Idiopathic Pulmonary Fibrosis
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.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review