1Faculty of Health and Wellbeing, Montgomery House, Sheffield Hallam University, 32 Collegiate Crescent, Sheffield, S102BP England.
2Department of Electronic and Electrical Engineering, Portobello Centre, University of Sheffield, Sheffield, S1 4ET England.
Antimicrob Resist Infect Control. 2019 Jan 7;8:7. doi: 10.1186/s13756-018-0461-7. eCollection 2019.
Prophylactic antibiotics are commonly prescribed intra-operatively after caesarean section birth, often at high doses. Even so, wound infections are not uncommon and obesity increases the risk. Currently, no independent wound assessment technology is available to stratify women to low or high risk of surgical site infection (SSI).Study Aim: to investigate the potential of non-invasive infrared thermography (IRT), performed at short times after surgery, to predict later SSI.
IRT was undertaken in hospital on day 2 with community follow up (days 7, 15, 30) after surgery. Thermal maps of wound site and abdomen were accompanied by digital photographs, the latter used for wound assessment by six experienced healthcare professionals. Confirmatory diagnosis of SSI was made on the basis of antibiotic prescribing by the woman's community physician with logistic regression models derived to model dichotomous outcomes.
Fifty-three women aged 21-44 years with BMI 30.1-43.9 Kg.m were recruited. SSI rate (within 30 days) was 28%. Inter-rater variability for 'professional' opinion of wound appearance showed poor levels of agreement. Two regions of interest were interrogated; wound site and abdomen. Wound site temperature was consistently elevated (1.5 °C) above abdominal temperature with similar values at days 2,7,15 in those who did and did not, develop SSI. Mean abdominal temperature was lower in women who subsequently developed SSI; significantly so at day 7. A unit (1 °C) reduction in abdominal temperature was associated with a 3-fold raised odds of infection. The difference between the sites (wound minus abdomen temperature) was significantly associated with odds of infection; with a 1 °C widening in temperature associated with an odds ratio for SSI of 2.25 (day 2) and 2.5 (day 7). Correct predictions for wound outcome using logistic regression models ranged from 70 to 79%.
IRT imaging of wound and abdomen in obese women undergoing c-section improves upon visual (subjective) wound assessment. The proportion of cases correctly classified using the wound-abdominal temperature differences holds promise for precision and performance of IRT as an independent SSI prognostic tool and future technology to aid decision making in antibiotic prescribing.
剖宫产术后常预防性使用抗生素,剂量较高。尽管如此,伤口感染仍并不少见,肥胖会增加感染风险。目前,尚无独立的伤口评估技术可将女性分为手术部位感染(SSI)的低风险或高风险人群。
探讨术后短时间内进行非侵入性红外热成像(IRT)技术,预测术后迟发性 SSI 的可能性。
术后第 2 天在医院进行 IRT,并在术后第 7、15、30 天进行社区随访。对伤口部位和腹部进行热图扫描,并拍摄数字照片,由 6 名有经验的医疗保健专业人员对照片进行伤口评估。根据女性社区医生开具的抗生素处方,确定 SSI 的确诊诊断,并建立逻辑回归模型来模拟二分类结局。
共纳入 53 名年龄在 21-44 岁、BMI 为 30.1-43.9 Kg.m 的女性。SSI 发生率(30 天内)为 28%。“专业”对伤口外观的评估存在较差的一致性。共分析了两个感兴趣区域;伤口部位和腹部。与未发生 SSI 的女性相比,发生 SSI 的女性的伤口部位温度始终高出腹部温度 1.5°C,且在第 2、7、15 天的温度相似。发生 SSI 的女性的平均腹部温度较低,在第 7 天差异具有统计学意义。腹部温度降低 1°C,感染的可能性增加 3 倍。伤口部位(伤口温度减去腹部温度)的差值与感染的可能性显著相关;温度差值增加 1°C,SSI 的优势比为 2.25(第 2 天)和 2.5(第 7 天)。使用逻辑回归模型对伤口结局进行正确预测的比例在 70%至 79%之间。
对接受剖宫产术的肥胖女性进行伤口和腹部的 IRT 成像,可改善视觉(主观)伤口评估。使用伤口-腹部温度差值对病例进行正确分类的比例为 IRT 作为独立的 SSI 预后工具和未来抗生素决策辅助技术提供了准确性和性能的前景。