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Value of digital telethermography for the diagnosis of septic knee prosthesis: a prospective cohort study
© Romano' et al.; licensee BioMed Central Ltd. 2013
Received: 19 May 2012
Accepted: 30 December 2012
Published: 4 January 2013
Diagnosis of peri-prosthetic infection remains challenging, often requiring a combination of different tests.
In this prospective, case–control study, the diagnostic accuracy of telethermography was evaluated in a group of seventy patients who had had a total knee replacement and were undergoing a reoperation because of infection or another implant-related problem, after a minimum of one year from implant.
An average differential temperature of the affected versus not affected knee of 1.9°C was observed in infected prosthesis, compared to 0.3°C in aseptic failures. Considering a normal reference value equal or less than 1.0°C, telethermography showed an accuracy, sensitivity, specificity, positive and negative predictive value of, respectively: 0.90, 0.89, 0.91, 0.91, 0.88.
Digital telethermography is a reliable option for diagnosing peri-prosthetic knee infection.
Infection has been recently reported as the first reason for revision after total knee replacement in the U.S.A. , however, since no single test has been proved to be 100% sensitive and specific, the diagnosis of septic failure remains frequently challenging and a combination of multiple tests is often required to rule out or to confirm the suspect of peri-prosthetic infection in a painful knee prosthesis [2–4].
Infra-red thermography has been shown to detect temperature changes associated with many different diseases [5–10] and for post-operative monitoring of surgical site healing in various clinical settings [11–15].
After the first report from Lambiris and co-workers, three decades ago, that described the early thermographic changes at the surgical site following orthopaedic surgery , only few others authors investigated the use of this technology for the diagnosis of bone and joint infections [17–19].
Infra-red digital telethermography (IRDT) may now be performed through newly available, digital telethermocameras , that do offer portability, ease of use even for the non specialized personnel, precise and real-time measurements, at relatively low costs. Using this technology, we recently investigated the physiological telethermographic pattern of wound healing after total knee and hip prosthesis and a short series of patients affected by peri-prosthetic late infection after total knee replacement [21, 22].
Purpose of this prospective study was to assess the ability of IRDT to differentiate septic versus aseptic painful total knee arthroplasties (TKA).
During years 2009–2010, 70 patients with painful TKA and scheduled for total knee revision surgery, were included in this prospective, observational, case–control study.
Exclusion criteria were: time from knee prosthesis implant less than one year, any knee surgery or trauma after the index operation, rheumatological disorders.
Reasons for TKA implant were: primary osteoarthritis (51 patients), post-traumatic osteoarthritis (12), osteonecrosis (7).
The present research has been carried out in compliance with the Helsinki Declaration on human rights. Local IRB (Direzione Scientifica Istituto Ortopedico Galeazzi) approval was obtained prior to the start of the study, partially funded by the Italian Ministry of Health (research project no. 4065/09). All the patients gave their written informed consent to participate in the study and to the publication of clinical images.
Pre-operative clinical examination to investigate local signs of inflammation (swelling, redness, warmth, stiffness, draining sinuses) was undertaken in all the patients. Pain at rest and at movement (knee flexion and extension) was recorded using the visual analogue scale (V.A.S.), asking the patient to rate his/her pain on a 10 cm scale (0 no pain – 10 maximum tolerable pain).
Laboratory tests include serum levels of C-reactive protein (C-RP), erythrocyte sedimentation rate (ESR), interleukin-6 (IL-6) and the white blood-cell count (WBC); routine radiographic evaluation had also been performed in all the patients.
Positive pre-operative joint aspiration cultures;
Positive intra-operative cultures (at least two of five samples). Sonication on the retrieved material was used in all the cases;
Positive histological finding (> 5 leucocyte per field).
Telethermographic data acquisition and processing
Infra-red thermal images were acquired using the NEC-AVIO ThermoShot F30S digital telethermocamera. Specifications of the camera are the followings: measurement range: -20 to 100°C; temperature resolution: 0.1°C (at 30°C), better than 0.1°C with averaging; wavelength: 8 – 13 μm; spatial resolution: 3.1 mrad; measurement distance: 10 cm to infinite dimensions: 100 × 65 × 45 mm; weight: 350 g, including rechargeable batteries.
Thermographic images were taken with the patient laying supine, the two legs slightly apart, on the day before surgery (first session of data acquisition) and on the same day of surgery (second session); one of two different investigators was randomly assigned to the first or to the second session data acquisition to assess inter-observer variability.
Both the knees were included in the same shot and the thermographic values of the two knees were compared. Five shots were taken during each session, discarding the first one, while using the remaining four for further analysis. Only the anterior aspect of the knees was investigated. No efforts were made to keep the ambient temperature or humidity at constant level, as all those parameters are automatically recorded by the digital camera and were considered to equally affect both limbs at the time of temperature recording. Instead, care was taken as to leave the knees uncovered for at least three minutes before each recording and to avoid liquid dressings and direct spot-lights on the joint during image acquisition.
Telethermographic data processing
Data from each acquisition session were used to assess intra-observer variability, while the average data obtained during the first and the second sessions were compared to assess inter-observer variability.
Data from the first acquisition session were then used for sensitivity, specificity and predictive value assessment.
Statistical analysis was performed using the unpaired t test for continuous series of data (http://www.graphpad.com/quickcalcs/ttest1.cfm).
Of the 70 patients scheduled for knee revision surgery, 36 were diagnosed as being peri-prosthetic infections and 34 as aseptic implant failures (9 were aseptic loosening due to component wear, 9 prosthesis malpositioning, 6 anterior knee pain, 7 persistent pain of unknown origin, 3 stiff knees). Mean age at admission to our hospital was, respectively, 66.8 years (range, 54–77 years) and 68.9 years (range, 53–80 years) in the septic and aseptic groups. Time from implant ranged from 1 to 10 years (mean 2.1 ± 1.6 years) in the infected prosthesis group, compared to 1 to 12 years (mean 3.6 ± 2.1 years) in the aseptic failed knees.
Isolated pathogens the septic group of patients (N = 36)
Pre-operative clinical assessment of the reviewed patients (N = 70) (more than one sign may be present in a patient)
Infected TKA (N = 36)
Aseptic failed TKA (N = 34)
Local warmth (clinical perception)
Pre-operative laboratory tests (N = 70)
Infected TKA (N = 36)
Aseptic failed TKA (N = 34)
Mean ± S.D.
Mean ± S.D.
38.4 ± 41.2
2 - 135
6.4 ± 7.1
0 – 22
52 ± 43
15 - 160
11 ± 18
4 – 46
WBC / ml
7400 ± 2200
4200 - 13700
6500 ± 2200
4200 – 13700
8.8 ± 3.8
4.9 – 12.2
2.9 ± 0.4
2.8 - 3.2
Figures 1 and 2 show the clinical aspect and the typical thermograms of, respectively, a septic and an aseptic failed knee prosthesis. The temperature distribution in the affected and the sound knee showed two distinct curves and peaks in infected implants (Figure 2C) while the two curves usually overlaps in the aseptic failed prosthesis, (Figure 2C).
The mean differential HS temperature (affected minus not affected knee values) were, respectively, 1.92 ± 1.20°C and 0.32 ± 0.73°C (P < 0.0001) in the septic and aseptic knee prosthesis; similarly, mean differential SSA temperatures were, respectively 2.17 ± 1.47°C and 0.58 ± 0.48°C (P < 0.0001).
Considering as normal reference value (no infection) a differential Hottest Spot temperature between the affected and not affected knee equal or less than 1.0°C, we observed three false positive and four false negative results with an accuracy of 0.90 and a sensitivity, specificity, positive and negative predictive value of, respectively: 0.89 (95% C.I.: 0.74 – 0.96), 0.91 (95% C.I.: 0.76 – 0.98), 0.91 (0.78 – 0.97) and 0.88 (0.74 – 0.95).
The differential SSA temperature provided the best accuracy (0.88) with a reference normal value equal or less than 0.9°C, with a sensitivity, specificity, positive and negative predictive value of, respectively: 0.92 (95% C.I.: 0.77 – 0.98), 0.85 (95% C.I.: 0.69 – 0.94), 0.87 (0.72 – 0.94) and 0.91 (0.76 – 0.97).
Intra - and inter -observer variability in measuring the differential HS temperatures were, respectively, on average 0.2 ± 0.3°C and 0.3 ± 0.3°C.
Differential diagnosis between septic and aseptic painful knee prosthesis may be challenging. This is the first study reporting on the diagnostic value of telethermography to diagnose peri-prosthetic knee late infections and to differentiate these from aseptic failures. We showed that, in this series of patients, aseptic failure of a knee prosthesis is not associated with a significant increase in local temperature, at variance to that one can observe in a peri-prosthetic infection. This study provides evidence that thermography, using a digital, portable, telethermocamera and a dedicated software, is a rather accurate, reproducible and reliable test to differentiate septic and aseptic painful knee prosthesis. Our data also point out that the information provided by the analysis of the Hottest Spot is not inferior to that of the average temperature of the Surgical Site Area.
However, the following limitations of this study should be taken into consideration:
– The value of telethermography has only been investigated at a minimum of one year after surgery. Previous analysis showed a reproducible pattern in the course of temperature at the surgical site, with a peak of temperature the first days after surgery [14–19] and we have previously reported the “physiological” telethermographic pattern of surgical site healing after total hip and knee replacements and the long time needed to return to baseline values [21, 22]. For this reason we decided only to include patients with a painful knee prosthesis after a minimum of one year after implant;
– We only investigated the anterior aspect of the knee. Maybe further information could be obtained through side and posterior thermal acquisitions;
– Intra- and inter-observer variability represent a possible source of diagnostic error and may limit the reliability of this technology, especially in a large scale use. To reduce this possible source of error, some training before the use of the telethermographic camera appears mandatory. Since fluctuations of the recorded temperatures are common even in the same recording session, multiple temperature acquisitions according to a fixed protocol seems also necessary;
– The criteria used in this study as a reference to define a peri-prosthetic infection were, to some extent, arbitrarily chosen, since no golden standard or universally accepted definition of peri-prosthetic joint infection exists at the moment; however, the criteria used in the present study, appear to be in line with those reported in the most recent literature .
– The series of patients is relatively small.
This study shows that advantages of telethermovision in observing temperature in painful TKAs are manifold. The method is reproducible, painless, safe, non-invasive and gives an absolutely accurate image of temperature over a given area, while the comparative analysis of the thermograms of the two joints, with dedicated software, is relatively simple.
Modern digital telethermocameras are lightweight, portable, easy to use even from non specialized personnel, relatively inexpensive and appear a good candidate as a large scale screening and monitoring tool in the hospital department as well as in the physician’s office for painful total knee prosthesis.
CLR is the Director of the Centro di Chirurgia delle Infezioni Osteo-articolari of the research orthopaedic institute Galeazzi in Milano, Italy. Past–president of the Italian Studygroup on Osteoarticular Infecitons, he actually serves as President of the European Bone and Joint Infection Society.
- Bozic KJ, Kurtz SM, Lau E, Ong K, Chiu V, Vail TP, Rubash HE, Berry DJ: The epidemiology of revision total knee arthroplasty in the United States. Clin Orthop Relat Res. 2010, 468 (1): 45-51. 10.1007/s11999-009-0945-0.View ArticlePubMedGoogle Scholar
- Widmer AF: New developments in diagnosis and treatment of infection in orthopedic implants. Clin Infect Dis. 2001, 33: S94-S106. 10.1086/321863.View ArticlePubMedGoogle Scholar
- Greidanus NV, Masri BA, Garbuz DS, Wilson SD, McAlinden MG, Xu M, Duncan CP: Use of erythrocyte sedimentation rate and C-reactive protein level to diagnose infection before revision total knee arthroplasty. A prospective evaluation. J Bone Joint Surg Am. 2007, 89 (7): 1409-1416. 10.2106/JBJS.D.02602.View ArticlePubMedGoogle Scholar
- Romanò CL, Romanò D, Bonora C, Degrate A, Mineo G: “Combined Diagnostic Tool” for joint prosthesis infection. Infez Med. 2009, 17 (3): 141-150.PubMedGoogle Scholar
- Di Carlo A: Thermography and the possibilities for its applications in clinical and experimental dermatology. Clin Dermatol. 1995, 13 (4): 329-336. 10.1016/0738-081X(95)00073-O.View ArticlePubMedGoogle Scholar
- Nogueira FE, Medeiros FC, Barroso LV, de Miranda E P, de Castro JD, Mota Filho FH: Infrared digital telethermography: a new method for early detection of varicocele. Fertil Steril. 2009, 92 (1): 361-362. 10.1016/j.fertnstert.2008.10.027.View ArticlePubMedGoogle Scholar
- Ring EF: The historical development of thermometry and thermal imaging in medicine. J Med Eng Technol. 2006, 30 (6): 412-View ArticleGoogle Scholar
- Collins AJ, Ring EFJ, Bacon PA, Brookshaw JD: Thermography and radiology complementary methods for the study of inflammatory diseases. Clin Radiol. 1976, 27: 237-243. 10.1016/S0009-9260(76)80153-5.View ArticlePubMedGoogle Scholar
- Will RK, Ring EFJ, Clarke AK, Maddison PJ: Infrared thermography: what is its place in rheumatology in the 1990s?. Br J Rheumatol. 1992, 31: 337-344. 10.1093/rheumatology/31.5.337.View ArticlePubMedGoogle Scholar
- Wild W, Schütte SR, Pau HW, Kramp B, Just T: Infrared thermography as a non invasive application for medical diagnostic. Proceedings, XVII IMEKO World Congress. 2003, Croatia: DubrovnikGoogle Scholar
- Orlov NS: [Wound thermography after laparotomy]. Khirurgiia (Mosk). 1974, 10: 48-58. PMID: 4453062Google Scholar
- Horzic M, Bunoza D, Maric K: Contact Thermography in a study of primary healing of surgical wounds. Ostomy Wound Manage. 1996, 42 (1): 36-38. 40–42, 44PubMedGoogle Scholar
- Horzic M, Bunoza D, Maric K: Three-dimensional observation of wound temperature in primary healing. Ostomy Wound Manage. 1996, 42 (8): 38-40. 42–44, 46–47PubMedGoogle Scholar
- Kliot DA, Birnbaum SJ: Thermographic studies of wound healing. Am J Obstet Gynecol. 1965, 93 (4): 515-521.View ArticlePubMedGoogle Scholar
- Robicsek F: The value of thermography in the early diagnosis of postoperative sternal wound infections. Thorac Cardiovasc Surg. 1984, 32 (4): 260-265. 10.1055/s-2007-1023400.View ArticlePubMedGoogle Scholar
- Lambiris E, Stoboy H: Thermography in osteosyntheses and total endoprostheses of the knee joint with and without infection. Z Orthop Ihre Grenzgeb. 1981, 119 (5): 521-524. 10.1055/s-2008-1053328.View ArticlePubMedGoogle Scholar
- Ring EF: Thermographic and scintigraphic examination of the early phase of inflammatory disease. Scand J Rheumatol Suppl. 1987, 65: 77-80.View ArticlePubMedGoogle Scholar
- Neĭkov GN, Mingazov IT: [Comparative assessment of methods in early diagnosis of acute hematogenic osteomyelitis in children]. Klin Khir. 1993, 3: 47-49. PMID: 8301958PubMedGoogle Scholar
- Bird HA, Ring EF: Thermography and radiology in the localization of infection. Rheumatol Rehabil. 1978, 17 (2): 103-106. 10.1093/rheumatology/17.2.103.View ArticlePubMedGoogle Scholar
- Ring EF: The historical development of thermal imaging in medicine. Rheumatology. 2004, 43 (6): 800-802. 10.1093/rheumatology/keg009.View ArticlePubMedGoogle Scholar
- Romanò CL, Romanò CL, Logoluso N, Dell’oro F, Elia A, Drago L: Telethermographic findings after uncomplicated and septic total knee replacement. Knee. 2011, 2011 Mar 25. [Epub ahead of print] PMID: 21441031Google Scholar
- Romanò CL, Romanò D, Logoluso N, Meani E: Surgical site healing after total hip and knee replacements shows a similar telethermographic pattern. J Orthop Traumatol. 2011, 12 (2): 81-86. 10.1007/s10195-011-0135-1.View ArticlePubMedPubMed CentralGoogle Scholar
- Parvizi J, Zmistowski B, Berbari EF, Bauer TW, Springer BD, Della Valle CJ, Garvin KL, Mont MA, Wongworawat MD, Zalavras CG: New Definition for Periprosthetic Joint Infection. From the Workgroup of the Musculoskeletal Infection Society. Clin Orthop Relat Res. 2011, 469: 2992-2994. 10.1007/s11999-011-2102-9.View ArticlePubMedPubMed CentralGoogle Scholar
- The pre-publication history for this paper can be accessed here:http://www.biomedcentral.com/1471-2474/14/7/prepub
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