Ruling out lupus anticoagulants with mixing test-specific cutoff assessment and the index of circulating anticoagulant
Open accessAbstract
BACKGROUND: Lupus anticoagulant (LA) is classified in the antibody family that is recognized in antiphospholipid syndrome. Mixing tests are recommended for LA detection, and either a mixing test-specific cutoff (MTC) or index of circulating anticoagulant (ICA) is used for the interpretation. Although we previously showed MTC had higher sensitivity for LA than ICA, there are few studies investigating specificity. OBJECTIVES: To investigate specificity of multiple activated partial thromboplastin time (APTT) and diluted Russell's viper venom time (dRVVT) reagents for inhibitors using plasmas with non-LA causes of prolonged clotting times, interpreted with MTC and ICA. METHODS: Seventy-six factor-deficient samples (either artificially prepared, hereditary deficiency, or warfarin), and 12 inhibitors (either coagulation factor inhibitors, rivaroxaban, or apixaban) were used. Samples were tested with 4 APTTs, 1 dilute APTT (dAPTT), and 2 dRVVT reagents, and all elevated screen ratios were followed up with mixing tests. Frequencies of corrected and not-corrected results were calculated. RESULTS: The frequency of MTC and ICA corrected results, suggesting factor deficiency, were 5% to 43% and 79% to 100%, respectively, except for dAPTT, where MTC and ICA performed similarly. Frequencies of MTC and ICA not-corrected results, suggesting inhibition, were 29% to 100% and 25% to 67%, respectively. CONCLUSIONS: The data indicate that MTC has a tendency to generate not-corrected mixing tests in factor-deficient, warfarin, and other inhibitor samples, while ICA exhibited higher specificity. When we perform the mixing test and interpret the data, it is important to understand the characteristics of the indexes for maximizing the diagnostic potential of mixing test.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
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?
The mixing test normalized ratio is most sensitive to inhibitors.
“The mixing test normalized ratio showed non-correction in all LA samples, indicating that this index is most sensitive to inhibitors”
From Performance characteristics of 5 numerical indexes in mixing test interpretation under coexistence of lupus anticoagulant and coagulation factor deficiency (2023) · cites this paper as [7]
The Introduction reports that the mixing test–specific cutoff (based on the mix ratio) was more sensitive to lupus anticoagulants than the index of circulating anticoagulant. The Results also found more frequent inhibitor detection with that cutoff for most, but not all, reagents. This paper does not report non-correction in all lupus anticoagulant samples or establish that the ratio is the most sensitive index overall. (LLM, conf=0.85)
Experimental — accuracy not yet measuredMixing tests are performed to improve the specificity of LA detection and rule out other causes of prolonged clotting time, including coagulation factor deficiency, anticoagulant use, and coagulation factor inhibitors.
“Mixing tests are performed to improve the specificity of LA detection and rule out other causes of prolonged clotting time (CT), including coagulation factor deficiency, anticoagulant use, and coagulation factor inhibitors [15,16].”
From Comparison of different algorithms for lupus anticoagulant detection: a single-center experience (2024) · cites this paper as [16]
The Introduction says mixing tests help distinguish inhibitors from factor deficiencies, and the Discussion reports that ICA improves specificity when investigating non-LA causes of prolonged clotting time. But the Discussion also says mixing tests are not specific for LA-induced inhibition: factor inhibitors and direct anticoagulants can affect their results, and confirmatory tests are needed. Thus the source does not support saying mixing tests rule out all the listed causes. (LLM, conf=0.88)
Experimental — accuracy not yet measuredICA has a high specificity to factor deficiency, whereas the mixing test ratio has a high sensitivity to inhibitors.
“For instance, ICA has a high specificity to factor deficiency, whereas the mixing test ratio has a high sensitivity to inhibitors [6,7], although both indexes are recommended for LA diagnosis [8,9].”
MTC and ICA can be calculated and employed as interpretation indices for mixing tests.
“In addition, the mixing test–specific cutoff (MTC) and index of circulating anticoagulant (ICA) can be calculated and employed as interpretation indices for the mixing tests [[15], [16], [17], [18], [19]].”
From Comparison of different algorithms for lupus anticoagulant detection: a single-center experience (2024) · cites this paper as [16]
Using mixing tests interpreted with ICA demonstrates superior specificity as there are few false positives of inhibition by non-LA causes in cases of positive LA screening test results.
“In contrast, using mixing tests interpreted with ICA demonstrates superior specificity as there are few false positives of inhibition by non-LA causes in cases of positive LA screening test results [16].”
From Comparison of different algorithms for lupus anticoagulant detection: a single-center experience (2024) · cites this paper as [16]
Although MTC provides greater sensitivity for the detection of LA, especially when weak LA is present, it has a greater tendency to produce false-positive results than ICA.
“Although MTC provides greater sensitivity for the detection of LA, especially when weak LA is present, it has a greater tendency to produce false-positive results than ICA [16,18,19].”
From Comparison of different algorithms for lupus anticoagulant detection: a single-center experience (2024) · cites this paper as [16]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
MIYAKIS, S., LOCKSHIN, M. D., ATSUMI, T., BRANCH, D. W., BREY, R. L., CERVERA, R., DERKSEN, R. H. W. M., DE GROOT, P. G., KOIKE, T., MERONI, P. L., et al. (2006) · Journal of Thrombosis and Haemostasis · doi:10.1111/j.1538-7836.2006.01753.x · Cited by 7,203 · see citing works
Update of the guidelines for lupus anticoagulant detection
PENGO, V., TRIPODI, A., REBER, G., RAND, J. H., ORTEL, T. L., GALLI, M., & DE GROOT, P. G. (2009) · Journal of Thrombosis and Haemostasis · doi:10.1111/j.1538-7836.2009.03555.x · Cited by 1,197 · see citing works
Guidelines on the investigation and management of antiphospholipid syndrome
Keeling, D., Mackie, I., Moore, G. W., Greer, I. A., Greaves, M., & British Committee for Standards in Haematology (2012) · British Journal of Haematology · doi:10.1111/j.1365-2141.2012.09037.x · Cited by 740 · see citing works
Self-citationPathogenesis of antiphospholipid syndrome: understanding the antibodies
Meroni, P. L., Borghi, M. O., Raschi, E., & Tedesco, F. (2011) · Nature Reviews Rheumatology · doi:10.1038/nrrheum.2011.52 · Cited by 620 · see citing works
Guidelines On The Investigation and Management Of The Antiphospholipid Syndrome
Greaves, M., Cohen, H., Machin, S. J., & Mackie, I. J. (2000) · British Journal of Haematology · doi:10.1046/j.1365-2141.2000.02069.x · Cited by 294 · see citing works
Laboratory criteria for antiphospholipid syndrome: communication from the SSC of the ISTH
Devreese, K. M. J., Ortel, T. L., Pengo, V., & de Laat, B. (2018) · Journal of Thrombosis and Haemostasis · doi:10.1111/jth.13976 · Cited by 269 · see citing works
Consensus recommendations for the diagnosis and treatment of acquired hemophilia A
Collins, P. W., Baudo, F., Huth‐Kühne, A., Ingerslev, J., Kessler, C. M., Mingot‐Castellano, M. E., Shima, M., St-Louis, J., & Levesque, H. (2010) · BMC Research Notes · doi:10.1186/1756-0500-3-161 · Cited by 195 · see citing works
Recent Guidelines and Recommendations for Laboratory Detection of Lupus Anticoagulants
Moore, G. (2014) · Seminars in Thrombosis and Hemostasis · doi:10.1055/s-0033-1364185 · Cited by 148 · see citing works
Self-citationGalli, M., Finazzi, G., Bevers, E. M., & Barbui, T. (1995) · Blood · doi:10.1182/blood.v86.2.617.bloodjournal862617 · Cited by 146 · see citing works
Martinuzzo, M. E., Barrera, L. H., D 'Adamo, M. A., Otaso, J. C., Gimenez, M. I., & Oyhamburu, J. (2014) · International Journal of Laboratory Hematology · doi:10.1111/ijlh.12138 · Cited by 91 · see citing works
The Effect of Dabigatran on Select Specialty Coagulation Assays
Adcock, D. M., Gosselin, R. C., Kitchen, S., & Dwyre, D. M. (2012) · American Journal of Clinical Pathology · doi:10.1309/ajcpy6g6zitvkpvh · Cited by 82 · see citing works
The sensitivity of different coagulation reagents to the presence of lupus anticoagulants
(1986) · Thrombosis Research · doi:10.1016/0049-3848(86)91499-4 · Cited by 74 · see citing works
KUMANO, O., IEKO, M., NAITO, S., YOSHIDA, M., & TAKAHASHI, N. (2012) · Journal of Thrombosis and Haemostasis · doi:10.1111/j.1538-7836.2012.04906.x · Cited by 59 · see citing works
Self-citationLupus-anticoagulant testing at NOAC trough levels
Ratzinger, F., Lang, M., Belik, S., Jilma‐Stohlawetz, P., Schmetterer, K. G., Haslacher, H., Perkmann, T., & Quehenberger, P. (2016) · Thrombosis and Haemostasis · doi:10.1160/th16-02-0081 · Cited by 54 · see citing works
Determination of APTT factor sensitivity – the misguiding guideline
Lawrie, A. S., Kitchen, S., Efthymiou, M., Mackie, I. J., & Machin, S. J. (2013) · International Journal of Laboratory Hematology · doi:10.1111/ijlh.12109 · Cited by 50 · see citing works
Interpretation of normal plasma mixing studies in the laboratory diagnosis of lupus anticoagulants
Devreese, K. M. J. (2007) · Thrombosis Research · doi:10.1016/j.thromres.2006.03.012 · Cited by 46 · see citing works
Moore, G. W., & Savidge, G. F. (2006) · Thrombosis Research · doi:10.1016/j.thromres.2005.09.010 · Cited by 46 · see citing works
Self-citationEffects of Direct Oral Anticoagulants on Lupus Anticoagulant Assays in a Real-Life Setting
Antovic, A., Norberg, E.-M., Berndtsson, M., Rasmuson, A., Malmström, R. E., Skeppholm, M., & Antovic, J. (2017) · Thrombosis and Haemostasis · doi:10.1160/th17-03-0204 · Cited by 46 · see citing works
Acquired hemophilia: a case report and review of the literature
Mulliez, S., Vantilborgh, A., & Devreese, K. M. J. (2014) · International Journal of Laboratory Hematology · doi:10.1111/ijlh.12210 · Cited by 44 · see citing works
Moore, G. W., Culhane, A. P., Daw, C. R., Noronha, C. P., & Kumano, O. (2016) · Thrombosis Research · doi:10.1016/j.thromres.2016.01.019 · Cited by 42 · see citing works
Self-citationSensitivity of Sixteen APTT Reagents for the Presence of Lupus Anticoagulants
Denis-Magdelaine, A., Flahault, A., & Verdy, E. (2009) · Haemostasis · doi:10.1159/000217148 · Cited by 40 · see citing works
Depreter, B., & Devreese, K. M. J. (2016) · Clinical Chemistry and Laboratory Medicine (CCLM) · doi:10.1515/cclm-2015-0978 · Cited by 34 · see citing works
Interference of DOACs in different DRVVT assays for diagnosis of lupus anticoagulants
Flieder, T., Weiser, M., Eller, T., Dittrich, M. T., von Bargen, K., Alban, S., Kühn, J., Knabbe, C., & Birschmann, I. (2018) · Thrombosis Research · doi:10.1016/j.thromres.2018.03.009 · Cited by 29 · see citing works
Kumano, O., & Moore, G. W. (2018) · Research and Practice in Thrombosis and Haemostasis · doi:10.1002/rth2.12069 · Cited by 26 · see citing works
Self-citationISTH/SSC lupus anticoagulant testing guidelines: how far have these been adopted by laboratories?
Jennings, I., KITCHEN, S., Kitchen, D. P., WOODS, T. A. L., & Walker, I. D. (2011) · Journal of Thrombosis and Haemostasis · doi:10.1111/j.1538-7836.2011.04448.x · Cited by 22 · see citing works
Further evidence of false negative screening for lupus anticoagulants
Moore, G. W., Henley, A., Greenwood, C. K., & Rangarajan, S. (2007) · Thrombosis Research · doi:10.1016/j.thromres.2007.05.018 · Cited by 21 · see citing works
Self-citationKumano, O., Ieko, M., Naito, S., Yoshida, M., Takahashi, N., Suzuki, T., & Aoki, T. (2014) · Thrombosis Research · doi:10.1016/j.thromres.2014.05.030 · Cited by 15 · see citing works
Self-citationLi, R., Swaelens, C., Vandermijnsbrugge, F., & Cantinieaux, B. (2015) · European Journal Of Haematology · doi:10.1111/ejh.12634 · Cited by 13 · see citing works
New formulas for mixing test to discriminate between lupus anticoagulant and acquired hemophilia A
Kumano, O., Ieko, M., Naito, S., Yoshida, M., Takahashi, N., Suzuki, T., & Komiyama, Y. (2016) · Thrombosis Research · doi:10.1016/j.thromres.2016.05.004 · Cited by 13 · see citing works
Self-citation
Flagged first, then by citations
1 of the 30 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Favaloro, E. J. (2020) · American Journal of Hematology · doi:10.1002/ajh.25669 · Cited by 53 · see citing works
Dilemmas in the diagnosis and management of antiphospholipid syndrome
Manning, J. E., & Arachchillage, D. J. (2024) · Journal of Thrombosis and Haemostasis · doi:10.1016/j.jtha.2024.03.027 · Cited by 30 · see citing works
Kumano, O., & Moore, G. W. (2018) · Research and Practice in Thrombosis and Haemostasis · doi:10.1002/rth2.12069 · Cited by 26 · see citing works
Self-citationMixing studies for lupus anticoagulant: mostly no, sometimes yes
Moore, G. W. (2020) · Clinical Chemistry and Laboratory Medicine (CCLM) · doi:10.1515/cclm-2019-1248 · Cited by 19 · see citing works
Self-citationVariability among commercial batches of normal pooled plasma in lupus anticoagulant testing
Cabo, J., Morimont, L., Baudar, J., Guldenpfennig, M., Jacqmin, H., Soleimani, R., Lecompte, T., Douxfils, J., & Mullier, F. (2022) · International Journal of Laboratory Hematology · doi:10.1111/ijlh.13977 · Cited by 12 · see citing works
Shimonishi, N., Ogiwara, K., Oda, Y., Kawabe, T., Emmi, M., Shima, M., & Nogami, K. (2021) · Thrombosis and Haemostasis · doi:10.1055/s-0040-1721776 · Cited by 8 · see citing works
Unresolved issues in the diagnosis and management of thrombotic antiphospholipid syndrome
Arachchillage, D. J., & Laffan, M. (2025) · Research and Practice in Thrombosis and Haemostasis · doi:10.1016/j.rpth.2025.102724 · Cited by 6 · see citing works
Chikasawa, Y., Amano, K., Shinozawa, K., Bingo, M., Miyashita, R., Yamaguchi, T., Mitsuhashi, A., Inaba, H., Hagiwara, T., & Kinai, E. (2023) · International Journal of Hematology · doi:10.1007/s12185-023-03659-y · Cited by 6 · see citing works
Shimomura, D., Kumano, O., Ueda, K., Kitano, K., Arai, N., Shimada, M., & Kamioka, M. (2024) · International Journal of Laboratory Hematology · doi:10.1111/ijlh.14289 · Cited by 5 · see citing works
Self-citationMatsuda, M., Hoshiyama, Y., Ogawa, K., Emmi, M., Terai, S., & Moriyama, M. (2023) · Research and Practice in Thrombosis and Haemostasis · doi:10.1016/j.rpth.2023.100065 · Cited by 4 · see citing works
“For instance, ICA has a high specificity to factor deficiency, whereas the mixing test ratio has a high sensitivity to inhibitors [6,7], although both indexes are recommended for LA diagnosis [8,9].”
BackgroundComparison of different algorithms for lupus anticoagulant detection: a single-center experience
Apipongrat, D., Lamool, R., Arnutti, P., Ruangpratheep, C., & Chantkran, W. (2024) · Research and Practice in Thrombosis and Haemostasis · doi:10.1016/j.rpth.2024.102333 · Cited by 4 · see citing works
Zhong, Y., Yan, B., Yu, Z., & Wang, L. (2021) · Medicine · doi:10.1097/md.0000000000026608 · Cited by 3 · see citing works
Kumano, O., Peyrafitte, M., & Amiral, J. (2023) · Exploration of Immunology · doi:10.37349/ei.2023.00110 · Cited by 3 · see citing works
Self-citationKumano, O., Amiral, J., Dunois, C., Peyrafitte, M., & Moore, G. W. (2021) · International Journal of Laboratory Hematology · doi:10.1111/ijlh.13571 · Cited by 2 · see citing works
Self-citationStandardization of the detection for lupus anticoagulant
Kumano, O., Naito, S., Yamazaki, S., & Ieko, M. (2024) · Japanese Journal of Thrombosis and Hemostasis · doi:10.2491/jjsth.35.404 · Cited by 1 · see citing works
Self-citationIshihara, Y., Doi, H., Sato, S., & Ito, H. (2024) · Laboratory Medicine · doi:10.1093/labmed/lmae053 · Cited by 1 · see citing works
Using weighted harmonic mean for prediction of APTT in the mixing test
Uchiba, M., & Matsuoka, M. (2022) · Thrombosis Update · doi:10.1016/j.tru.2022.100114
Kumano, O., & Moore, G. W. (2023) · Thrombosis Research · doi:10.1016/j.thromres.2023.09.014
Self-citationShimonishi, N., Ogiwara, K., Onishi, K., Kawabe, T., Nishio, T., & Nogami, K. (2024) · International Journal of Hematology · doi:10.1007/s12185-024-03883-0
Ochotnicka, J., Spryńca, M., Wypasek, E., Undas, A., & Ząbczyk, M. (2024) · Polskie Archiwum Medycyny Wewnętrznej · doi:10.20452/pamw.16898
Ueda, T., Miyagawa, K., Nakanishi, T., Tsukada, J., & Harada, M. (2025) · Cureus · doi:10.7759/cureus.87946
Liu, L., & Guo, D. (2026) · Frontiers in Immunology · doi:10.3389/fimmu.2026.1735963
Kumano, O., Matsuda, M., Sakata, M., & Maruyama, O. (2026) · International Journal of Laboratory Hematology · doi:10.1111/ijlh.70247
Self-citation
- Authors
- Kumano, O., & Moore, G. W.
- Affiliations
- Sysmex (Japan) (JP)
- St Thomas' Hospital (GB)
- Corresponding author
- Kumano, Osamu
- Venue
- Research and Practice in Thrombosis and Haemostasis
- Publisher
- Elsevier BV
- Published
- 2019-10
- Volume
- 3
- Issue
- 4
- Pages
- 695-703
- ISSN
- 2475-0379 (ISSN-L)
- PMC
- PMC6781930
- OpenAlex
- W2966541221
- Cited by
- 24
- References
- 30
- Citations by year
- 2026: 2 · 2025: 2 · 2024: 7 · 2023: 4 · 2022: 2 · 2021: 3 · 2019: 3 · 2017: 1
- FWCI
- 1.52
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Research and Practice in Thrombosis and Haemostasis (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Health Sciences › Medicine › Rheumatology › Systemic Lupus Erythematosus Research
- Health Sciences › Medicine › Hematology › Blood Coagulation and Thrombosis Mechanisms
- Health Sciences › Medicine › Hematology › Hemophilia Treatment and Research
- Keywords
- lupus anticoagulant, mixing test, antiphospholipid syndrome, activated partial thromboplastin time, factor deficiency, warfarin, coagulation factor inhibitors, rivaroxaban, apixaban, prolonged clotting time, specificity
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