Mottling score and skin temperature in septic shock: Relation and impact on prognosis in ICU
Open accessAbstract
INTRODUCTION: Mottling score, defined by 5 areas over the knee is developed to evaluate tissue perfusion at bedside. Because of the subjective aspect of the score, we aimed to compare mottling score and skin temperature in septic shock with infrared thermography in ICU and the correlation to survival. METHODS: We conducted a prospective and observational study in a teaching hospital in France during 8 months in ICU. All patients with sepsis requiring vasoactive drugs were included. We recorded epidemiologic data, hemodynamic parameters, mottling score and skin temperature with a thermic camera of the 5 mottling areas around the knee (temperatures recorded with FLIR™ software) at bedside. Measures were performed at ICU admission (H0) and six hours after initial resuscitation (H6). RESULTS: 46 patients were included. Median age was 69 (60-78), SOFA score 11 (8-12) mean SAPS II was 57±20 and 28-day mortality rate was 30%. Patients with mottling (score≥1), had a skin temperature of the knee significantly lower (30.7 vs 33,2°C p = 0.01 at H6) than patients without mottling (score = 0). Skin temperatures of the knee in mottling groups 1 to 5 were similar at H0 and H6. Neither mottling score nor skin temperature of the knee were associated with prognostic regarding day-28 mortality. CONCLUSIONS: Skin temperature measured with infrared thermography technology around the knee is lower when mottling sign is present and sign microcirculation alterations. This method, compared to standard mottling score is objective and allows data collections. However, this method failed to predict mortality in ICU patients.
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Infrared thermography offers objective and reproducible measurements, making it suitable for evaluating peripheral perfusion and microcirculation.
“IRT, a noninvasive imaging modality, offers objective and reproducible measurements, which makes it suitable for evaluating peripheral perfusion and microcirculation [26].”
From Trends and Challenges in Noninvasive Hemodynamic Monitoring of Neonates Following Cardiac Surgery: A Narrative Review (2025) · cites this paper as [26]
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Vincent, J. L., Moreno, R., Takala, J., Willatts, S., De Mendonça, A., Bruining, H., Reinhart, C. K., Suter, P. M., & Thijs, L. G. (1996) · Intensive Care Medicine · doi:10.1007/bf01709751 · Cited by 11,674 · see citing works
Surviving Sepsis Campaign: International Guidelines for Management of Severe Sepsis and Septic Shock
Dellinger, R. P., Levy, M. M., Rhodes, A., Annane, D., Gerlach, H., Opal, S. M., Sevransky, J. E., Sprung, C. L., Douglas, I. S., Jaeschke, R., et al. (2013) · Critical Care Medicine · doi:10.1097/ccm.0b013e31827e83af · Cited by 9,694 · see citing works
Le Gall, J.-R. (1993) · JAMA: The Journal of the American Medical Association · doi:10.1001/jama.270.24.2957 · Cited by 7,773 · see citing works
Dellinger, R. P., Levy, M. M., Rhodes, A., Annane, D., Gerlach, H., Opal, S. M., Sevransky, J., Sprung, C. L., Douglas, I. S., Jaeschke, R., et al. (2013) · Intensive Care Medicine · doi:10.1007/s00134-012-2769-8 · Cited by 7,282 · see citing works
Microvascular Blood Flow Is Altered in Patients with Sepsis
Backer, D. D., Créteur, J., Preiser, J., Dubois, M., & Vincent, J. (2002) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.200109-016oc · Cited by 1,462 · see citing works
Vincent, J., & Backer, D. D. (2013) · New England Journal of Medicine · doi:10.1056/nejmra1208943 · Cited by 1,459 · see citing works
The microcirculation is the motor of sepsis.
İnce, C. (2005) · Critical Care · doi:10.1186/cc3753 · Cited by 786 · see citing works
Microvascular alterations in patients with acute severe heart failure and cardiogenic shock
De Backer, D., Creteur, J., Dubois, M.-J., Sakr, Y., & Vincent, J.-L. (2004) · American Heart Journal · doi:10.1016/j.ahj.2003.07.006 · Cited by 472 · see citing works
Monitoring the microcirculation in the critically ill patient: current methods and future approaches
Backer, D. D., Ospina-Tascón, G. A., Salgado, D. R., Favory, R., Créteur, J., & Vincent, J. (2010) · Intensive Care Medicine · doi:10.1007/s00134-010-2005-3 · Cited by 427 · see citing works
Mottling score predicts survival in septic shock
Ait‐Oufella, H., Lemoinne, S., Boëlle, P., Galbois, A., Baudel, J.-L., Lemant, J., Joffre, J., Margetis, D., Guidet, B., Maury, É., et al. (2011) · Intensive Care Medicine · doi:10.1007/s00134-011-2163-y · Cited by 359 · see citing works
A perspective on medical infrared imaging
Jiang, L. J., Ng, E. Y. K., Yeo, A. C. B., Wu, S., Pan, F., Yau, W., Chen, J. H., & Yang, Y. (2005) · Journal of Medical Engineering & Technology · doi:10.1080/03091900512331333158 · Cited by 284 · see citing works
Capillary refill time exploration during septic shock
Ait‐Oufella, H., Bigé, N., Boëlle, P., Pichereau, C., Alves, M., Bertinchamp, R., Baudel, J.-L., Galbois, A., Maury, É., & Guidet, B. (2014) · Intensive Care Medicine · doi:10.1007/s00134-014-3326-4 · Cited by 257 · see citing works
Defining normal capillary refill: Variation with age, sex, and temperature
Schriger, D. L., & Baraff, L. J. (1988) · Annals of Emergency Medicine · doi:10.1016/s0196-0644(88)80675-9 · Cited by 203 · see citing works
Microvascular dysfunction as a cause of organ dysfunction in severe sepsis.
Vincent, J., & Backer, D. D. (2005) · Critical Care · doi:10.1186/cc3748 · Cited by 188 · see citing works
Lima, A. A. P., van Bommel, J., Sikorska, K., van Genderen, M. E., Klijn, E., Lesaffre, E. M. E. H., İnce, C., & Bakker, J. (2011) · Critical Care Medicine · doi:10.1097/ccm.0b013e3182186675 · Cited by 139 · see citing works
de Miranda, M. L., Balarini, M. D. M., Caixeta, D. M. D. L., & Bouskela, E. (2016) · American Journal of Physiology-Heart and Circulatory Physiology · doi:10.1152/ajpheart.00034.2016 · Cited by 133 · see citing works
Alteration of skin perfusion in mottling area during septic shock
Ait‐Oufella, H., Bourcier, S., Alves, M., Galbois, A., Baudel, J.-L., Margetis, D., Bigé, N., Offenstadt, G., Maury, É., & Guidet, B. (2013) · Annals of Intensive Care · doi:10.1186/2110-5820-3-31 · Cited by 97 · see citing works
Coudroy, R., Jamet, A., Frat, J., Veinstein, A., Chatellier, D., Goudet, V., Cabasson, S., Thille, A. W., & Robert, R. (2014) · Intensive Care Medicine · doi:10.1007/s00134-014-3600-5 · Cited by 96 · see citing works
Bourcier, S., Pichereau, C., Boëlle, P., Nemlaghi, S., Dubée, V., Lejour, G., Baudel, J.-L., Galbois, A., Lavillegrand, J., Bigé, N., et al. (2016) · Annals of Intensive Care · doi:10.1186/s13613-016-0164-2 · Cited by 88 · see citing works
Knee area tissue oxygen saturation is predictive of 14-day mortality in septic shock
Ait‐Oufella, H., Joffre, J., Boëlle, P., Galbois, A., Bourcier, S., Baudel, J.-L., Margetis, D., Alves, M., Offenstadt, G., Guidet, B., et al. (2012) · Intensive Care Medicine · doi:10.1007/s00134-012-2555-7 · Cited by 84 · see citing works
Langemo, D. K., & Spahn, J. G. (2017) · Advances in Skin & Wound Care · doi:10.1097/01.asw.0000511535.31486.bb · Cited by 49 · see citing works
Microcirculatory disorders during septic shock
Ait‐Oufella, H., Bourcier, S., Lehoux, S., & Guidet, B. (2015) · Current Opinion in Critical Care · doi:10.1097/mcc.0000000000000217 · Cited by 44 · see citing works
Evaluation of Microvascular Perfusion and Resuscitation after Severe Injury
Lee, Y.-L. L., Simmons, J. D., Gillespie, M. N., Alvarez, D. F., Gonzalez, R. P., Brevard, S. B., Frotan, M. A., Schneider, A. M., & Richards, W. O. (2015) · The American Surgeon · doi:10.1177/000313481508101231 · Cited by 2 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Kesztyüs, D., Brucher, S., Wilson, C., & Kesztyüs, T. (2023) · Medicina · doi:10.3390/medicina59122139 · Cited by 110 · see citing works
Infrared thermography in clinical practice: a literature review
Liu, Q., Li, M., Wang, W., Jin, S., Piao, H., Jiang, Y., Li, N., & Yao, H. (2025) · European journal of medical research · doi:10.1186/s40001-025-02278-z · Cited by 71 · see citing works
Amson, H., Vacheron, C., Thiollière, F., Piriou, V., Magnin, M., & Allaouchiche, B. (2020) · Journal of Critical Care · doi:10.1016/j.jcrc.2020.08.022 · Cited by 42 · see citing works
Self-citationMagnin, M., Junot, S., Cardinali, M., Ayoub, J. Y., Paquet, C., Louzier, V., Garin, J. M. B., & Allaouchiche, B. (2020) · Biomedical Optics Express · doi:10.1364/boe.387481 · Cited by 22 · see citing works
Self-citationInfrared Thermography Imaging for Assessment of Peripheral Perfusion in Patients with Septic Shock
Kazūne, S., Vasiļjevs, E., Caica, A., Marcinkevičs, Z., & Grabovskis, A. (2023) · Bioengineering · doi:10.3390/bioengineering10060729 · Cited by 13 · see citing works
COVID-19/COMMEC, G. D. T. M. (2020) · Medicina Crítica · doi:10.35366/93279 · Cited by 13 · see citing works
Using Thermal Imaging to Track Cellulitis
Amendola, J., Segre, A. M., Miller, A. C., Hodges, J., Comellas, A. P., Polgreen, L. A., & Polgreen, P. M. (2023) · Open Forum Infectious Diseases · doi:10.1093/ofid/ofad214 · Cited by 12 · see citing works
Uses of infrared thermography in acute illness: a systematic review
Stanley, S. A., Divall, P., Thompson, J. P., & Charlton, M. (2024) · Frontiers in Medicine · doi:10.3389/fmed.2024.1412854 · Cited by 11 · see citing works
Magnin, M., Amson, H., Vacheron, C., Thiollière, F., Piriou, V., Junot, S., Garin, J. B., & Allaouchiche, B. (2021) · Clinical and Experimental Pharmacology and Physiology · doi:10.1111/1440-1681.13540 · Cited by 10 · see citing works
Self-citationLuo, J., Zhang, J.-D., Zhao, Q., Wang, H., Tu, G.-W., Luo, M.-H., Huang, D.-L., Zhang, J., Lu, W., Gao, F., et al. (2022) · Shock · doi:10.1097/shk.0000000000001998 · Cited by 10 · see citing works
Assessment of chronic limb threatening ischemia using thermal imaging
Pakarinen, T., Joutsen, A. S., Oksala, N., & Vehkaoja, A. T. (2023) · Journal of Thermal Biology · doi:10.1016/j.jtherbio.2023.103467 · Cited by 10 · see citing works
How to monitor cardiovascular function in critical illness in resource-limited settings
Sivakorn, C., Schultz, M. J., & Dondorp, A. M. (2021) · Current Opinion in Critical Care · doi:10.1097/mcc.0000000000000830 · Cited by 10 · see citing works
Mottling Incidence and Mottling Score According to Arterial Lactate Level in Septic Shock Patients
Ferraris, A., Bouisse, C., Thiollière, F., Piriou, V., & Allaouchiche, B. (2020) · Indian Journal of Critical Care Medicine · doi:10.5005/jp-journals-10071-23531 · Cited by 8 · see citing works
Self-citationBridier, A., Shcherbakova, M., Kawaguchi, A., Poirier, N., Said, C., Noumeir, R., & Jouvet, P. (2023) · Frontiers in Pediatrics · doi:10.3389/fped.2023.1083962 · Cited by 6 · see citing works
Gutiérrez‐Zarate, D., Rosas-Sánchez, K., & Zaragoza, J. J. (2023) · Medicina Intensiva · doi:10.1016/j.medin.2023.05.001 · Cited by 5 · see citing works
Multimodal assessment of peripheral perfusion in critically ill patients: a pilot study
Demailly, Z., Modica, E., Vitali, E., Sousa, F., Dragoni, C., Zernini, I. S., Annicchiarico, C., Dehout, C., Tamion, F., Besnier, E., et al. (2025) · Annals of Intensive Care · doi:10.1186/s13613-025-01585-2 · Cited by 4 · see citing works
Gutiérrez‐Zarate, D., Rosas-Sánchez, K., & Zaragoza, J. J. (2023) · Medicina Intensiva (English Edition) · doi:10.1016/j.medine.2023.05.011 · Cited by 3 · see citing works
Jimenez, C. E. A. O. (2023) · Elsevier eBooks · doi:10.1016/b978-0-323-88271-2.00031-6 · Cited by 2 · see citing works
Shahsavarinia, K., Sabzevari, T., Shadvar, K., Saghaleini, S. H., Mahmoodpoor, A., Ghamari, A. A., Vahedian‐Azimi, A., Samim, A., & Rahimi‐Bashar, F. (2024) · Intensive Care Research · doi:10.1007/s44231-024-00059-6 · Cited by 2 · see citing works
Rai, S., Goutam, A., Tripathi, M., Kumar, V., Malviya, D., Singh, A. K., & Yadav, R. R. S. (2025) · International Journal of Critical Illness and Injury Science · doi:10.4103/ijciis.ijciis_35_25 · Cited by 2 · see citing works
Patil, H., Monisha, I. N., Mallikarjunaswamy, M. S., Praveen Kumar, P., Sowmya, M. S., Mathilakath, N. C., & Mamadapur, M. (2025) · Reumatologia/Rheumatology · doi:10.5114/reum/211627 · Cited by 2 · see citing works
Sato, J., Sakurai, A., Ihara, S., Nakagawa, K., Chiba, N., Saito, T. H., & Kinoshita, K. (2024) · Diagnostics · doi:10.3390/diagnostics14212428 · Cited by 2 · see citing works
Hemodynamic Monitoring with the Clinic: Back to Basics
Nieto, P., Guerrero Gutiérrez, M. A., La, M., Jl, F., Zamarrón López, E. I., Soriano Orozco, R., Sánchez Díaz, J. S., Uribe Moya, S. E., Díaz-Martínez, M. A., Escarraman, et al. (2020) · Journal of Emergency Medicine & Critical Care · doi:10.13188/2469-4045.1000021 · Cited by 2 · see citing works
Nedelcu, C., Ionescu, N. S., Bizubac, A. M., Filip, C., & Cirstoveanu, C. (2025) · Life · doi:10.3390/life15101621 · Cited by 2 · see citing works
“IRT, a noninvasive imaging modality, offers objective and reproducible measurements, which makes it suitable for evaluating peripheral perfusion and microcirculation [26].”
Hemşirelerin Sepsis Farkındalığı ve Sepsis Tanılı Hastalarda Hemşirelik Yönetimi
Erman, P., & Alparslan, G. B. (2024) · Yoğun Bakım Hemşireliği Dergisi · doi:10.62111/ybhd.1485430 · Cited by 1 · see citing works
Lath, V., Ravindra, P., Sirur, F. M., Bhat, R., Bhat, A., Naik, K. R., Ramya, R., & Balakrishnan, J. M. (2025) · International Journal of Emergency Medicine · doi:10.1186/s12245-025-00890-8 · Cited by 1 · see citing works
Assessing the Health and Functionality of the Microcirculation Using Thermal Imaging
Kell, D. B., & Pretorius, E. (2026) · Journal of Biophotonics · doi:10.1002/jbio.70270 · Cited by 1 · see citing works
Du, W.-Y., Huang, J.-T., & Zhang, Z.-P. (2026) · Emergency Medicine International · doi:10.1155/emmi/1104018 · Cited by 1 · see citing works
Shi, L. J., Ke, S. F., Zhu, L. M., Fu, L. S., Chen, L. Y., & Zhuang, Y. N. (2026) · Shock · doi:10.1097/shk.0000000000002885 · Cited by 1 · see citing works
Vacheron, C., Magnin, M., Mekhatria, A., Thiollière, F., Friggeri, A., Wallet, F., & Allaouchiche, B. (2021) · Minerva Anestesiologica · doi:10.23736/s0375-9393.21.15805-5 · Cited by 1 · see citing works
Self-citationNotas del manejo hemodinámico durante la guardia COVID-19
Díaz, J. S. S., Chavarría-Martínez, U., & Zepeda, E. M. (2020) · Revista Mexicana de Anestesiología · doi:10.35366/92873 · Cited by 1 · see citing works
“Cool Knees” as a Measure of Systemic Vascular Resistance in Cardiac Patients
Westcott, S. K., Wung, W., Schelegle, A. R., Ganaga, S., & Schaefer, S. (2020) · Cureus · doi:10.7759/cureus.11304 · Cited by 1 · see citing works
Abordaje hemodinámico y ventilatorio en pacientes con COVID-19
Carrillo-Esper, R., Pérez-Calatayud, A. A., Zepeda, E. M., Garduño, J. C. B., Díaz, J. S. S., Mejía-Gómez, L. J., Lomeli-Teran, M., Ayala-León, M., Carrillo-Esper, R., Zamora-Gómez, S., et al. (2020) · Cirugía y Cirujanos · doi:10.24875/ciru.20000301 · Cited by 1 · see citing works
Hemodynamic and mechanical ventilation approach in patients with COVID-19
Carrillo-Esper, R., Pérez-Calatayud, Á. A., Zepeda, E. M., Briones‐Garduño, J. C., Díaz-Carrillo, A., Mejía-Gómez, L. J., Lomeli-Teran, M., Ayala-León, M., Carrillo-Esper, R., Zamora-Gómez, S., et al. (2023) · Cirugía y Cirujanos (English Edition) · doi:10.24875/cirue.m23000211 · Cited by 1 · see citing works
Ray, S., & Das, S. (2020) · Indian Journal of Critical Care Medicine · doi:10.5005/jp-journals-10071-23514
AUDINIŲ PERFUZIJOS VERTINIMAS ŠOKO METU
Belousovienė, E., Morkūnas, E., Šimkienė, J., Kiudulaitė, I., Pilvinis, V., & Pranskūnas, A. (2020) · Health Sciences · doi:10.35988/sm-hs.2020.110
Hämodynamik und Kreislaufunterstützung
Reitgruber, D., & Auer, J. (2021) · Springer eBooks · doi:10.1007/978-3-662-61823-3_6
Association of Peripheral Perfusion Status and Prognosis of Patients on Mechanical Ventilator
Soumya, C., Thenmozhi, P., & KalaBarathi, S. (2023) · Cardiometry · doi:10.18137/cardiometry.2023.26.7597665
Optimizing Initial Resuscitation: Clinical and Perfusion Parameters in Septic Shock
Yumoto, T. (2024) · IntechOpen eBooks · doi:10.5772/intechopen.1005807
Detection of ischemia by a biosensor measuring tissue carbon dioxide tension
Korslund, J., Thorkildsen, R. D., Lindholm, E. E., Strand-Amundsen, R. J., Tønnessen, T. I., & Røkkum, M. (2024) · JVS-Vascular Insights · doi:10.1016/j.jvsvi.2024.100166
Braga, A., Forelli, F., Douryang, M., Fernández-Cuevas, I., & Rambaud, A. J. M. (2025) · Journal de Traumatologie du Sport · doi:10.1016/j.jts.2025.10.005
Demir, B., & Arslan, E. (2026) · Journal of integrative nursing and palliative care · doi:10.51847/1usrsq4uop
Wang, W., Lang, T., Zhao, K., Zhang, H., Shi, H., Yuan, Y., & Cao, W. (2026) · Frontiers in Public Health · doi:10.3389/fpubh.2026.1955939
Early Sepsis Recognition Based on Infrared Thermography
Popescu, M., & Al-Sadr, H. (2026) · IntechOpen eBooks · doi:10.5772/intechopen.1014534
- Authors
- Ferraris, A., Bouisse, C., Mottard, N., Thiollière, F., Anselin, S., Piriou, V., & Allaouchiche, B.
- Affiliations
- Hospices Civils de Lyon (FR)
- Lyon 1 Université (FR)
- Corresponding author
- Ferraris, Arnaud
- Venue
- PLOS ONE
- Publisher
- Public Library of Science (PLoS)
- Published
- 2018-08-16
- Volume
- 13
- Issue
- 8
- Pages
- e0202329
- ISSN
- 1932-6203 (ISSN-L)
- PMC
- PMC6095547
- OpenAlex
- W2887132055
- Cited by
- 45
- References
- 23
- Citations by year
- 2026: 6 · 2025: 7 · 2024: 6 · 2023: 10 · 2022: 1 · 2021: 5 · 2020: 10
- FWCI
- 2.93
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- PLoS ONE (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Health Sciences › Medicine › Epidemiology › Sepsis Diagnosis and Treatment
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Infrared Thermography in Medicine
- Health Sciences › Medicine › Surgery › Hemodynamic Monitoring and Therapy
- Keywords
- skin temperature, septic shock, infrared thermography, tissue perfusion, microcirculation, 28-day mortality, prognosis, vasoactive drugs, sepsis, intensive care unit
- MeSH terms
- Aged, Critical Care, Female, Hospitals, Teaching, Humans, Intensive Care Units, Knee, Length of Stay, Male, Microcirculation, Middle Aged, Prognosis, Severity of Illness Index, Shock, Septic, Skin Temperature, Thermography
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