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      Point-of-care infrared thermal imaging for differentiating venomous snakebites from non-venomous and dry bites

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          Abstract

          Background

          Local envenomation following snakebites is accompanied by thermal changes, which could be visualized using infrared imaging. We explored whether infrared thermal imaging could be used to differentiate venomous snakebites from non-venomous and dry bites.

          Methods

          We prospectively enrolled adult patients with a history of snakebite in the past 24 hours presenting to the emergency of a teaching hospital in southern India. A standardized clinical evaluation for symptoms and signs of envenomation including 20-minute whole-blood clotting test and prothrombin time was performed to assess envenomation status. Infrared thermal imaging was done at enrolment, 6 hours, and 24 hours later using a smartphone-based device under ambient conditions. Processed infrared thermal images were independently interpreted twice by a reference rater and once by three novice raters.

          Findings

          We studied 89 patients; 60 (67%) of them were male. Median (IQR) time from bite to enrolment was 11 (6.5–15) hours; 21 (24%) patients were enrolled within 6 hours of snakebite. In all, 48 patients had local envenomation with/without systemic envenomation, and 35 patients were classified as non-venomous/dry bites. Envenomation status was unclear in six patients. At enrolment, area of increased temperature around the bite site (Hot spot) was evident on infrared thermal imaging in 45 of the 48 patients with envenomation, while hot spot was evident in only 6 of the 35 patients without envenomation. Presence of hot spot on baseline infrared thermal images had a sensitivity of 93.7% (95% CI 82.8% to 98.7%) and a specificity of 82.9% (66.3% to 93.4%) to differentiate envenomed patients from those without envenomation. Interrater agreement for identifying hot spots was more than substantial (Kappa statistic >0.85), and intrarater agreement was almost perfect (Kappa = 0.93). Paradoxical thermal changes were observed in 14 patients.

          Conclusions

          Point-of-care infrared thermal imaging could be useful in the early identification of non-venomous and dry snakebites.

          Author summary

          Most venomous snakebites cause swelling of the bitten body part within a few hours if venom had been injected. Usually, health care providers diagnose venomous snakebites by doing a clinical examination and by testing for incoagulable blood. If no abnormalities are found, then the snakebite is diagnosed as a non-venomous bite or a dry bite. Swelling of the bitten body part results from venom-induced inflammation and is accompanied by local increase in skin temperature. It is possible to capture visual images of these temperature changes by using infrared imaging, the same technology used in night vision cameras. This study found that most persons with venomous snakebites had hot areas on infrared images while such changes were observed in only a few persons with non-venomous or dry snakebites. This new knowledge could help doctors identify non-venomous and dry snakebites early.

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          Most cited references15

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          Snakebite envenoming

          Snakebite envenoming is a neglected tropical disease that kills >100,000 people and maims >400,000 people every year. Impoverished populations living in the rural tropics are particularly vulnerable; snakebite envenoming perpetuates the cycle of poverty. Snake venoms are complex mixtures of proteins that exert a wide range of toxic actions. The high variability in snake venom composition is responsible for the various clinical manifestations in envenomings, ranging from local tissue damage to potentially life-threatening systemic effects. Intravenous administration of antivenom is the only specific treatment to counteract envenoming. Analgesics, ventilator support, fluid therapy, haemodialysis and antibiotic therapy are also used. Novel therapeutic alternatives based on recombinant antibody technologies and new toxin inhibitors are being explored. Confronting snakebite envenoming at a global level demands the implementation of an integrated intervention strategy involving the WHO, the research community, antivenom manufacturers, regulatory agencies, national and regional health authorities, professional health organizations, international funding agencies, advocacy groups and civil society institutions.
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            Use of smartphone attached mobile thermography assessing subclinical inflammation: a pilot study.

            To verify the reliability and validity of FLIR ONE, a device connected to a smartphone, for the assessment of inflammation based on relative temperature increase compared with the thermography routinely used in pressure ulcer (PU) and diabetic foot assessment.
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              Thermosensory micromapping of warm and cold sensitivity across glabrous and hairy skin of male and female hands and feet

              The ability of hands and feet to convey skin thermal sensations is an important contributor to our experience of the surrounding world. Surprisingly, the detailed topographical distribution of warm and cold thermosensitivity across hands and feet has not been mapped, although sensitivity maps exist for touch and pain. Using a recently developed quantitative sensory test, we mapped warm and cold thermosensitivity of 103 skin sites over glabrous and hairy skin of hands and feet in male (M; 30.2 ± 5.8 yr) and female (F; 27.7 ± 5.1 yr) adults matched for body surface area (M: 1.77 ± 0.2 m 2 ; F: 1.64 ± 0.1 m 2 ; P = 0.155). Findings indicated that warm and cold thermosensitivity varies by fivefold across glabrous and hairy skin of hands and feet and that hands (warm/cold sensitivity: 1.25/2.14 vote/°C) are twice as sensitive as the feet (warm/cold sensitivity: 0.51/0.99 vote/°C). Opposite to what is known for touch and pain sensitivity, we observed a characteristic distal-to-proximal increase in thermosensitivity over both hairy and glabrous skin (i.e., from fingers and toes to body of hands and feet), and found that hairy skin is more sensitive than glabrous. Finally, we show that body surface area-matched men and women presented small differences in thermosensitivity and that these differences are constrained to glabrous skin only. Our high-density thermosensory micromapping provides the most detailed thermosensitivity maps of hands and feet in young adults available to date. These maps offer a window into peripheral and central mechanisms of thermosensory integration in humans and will help guide future developments in smart skin and sensory neuroprostheses, in wearable, energy-efficient personal comfort systems, and in sport and protective clothing. NEW & NOTEWORTHY We provide the most detailed thermosensitivity maps across glabrous and hairy skin of hands and feet in men and women available to date. Our maps show that thermosensitivity varies by fivefold across hands and feet, distal regions (e.g., fingers, toes) are less sensitive than proximal (e.g., palm, sole), hands are twice as sensitive as feet, and men and women present small thermosensitivity differences. These findings will help guide developments in sensory neuroprostheses, wearable comfort systems, and sport/protective clothing.
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                Author and article information

                Contributors
                Role: Data curationRole: InvestigationRole: MethodologyRole: Writing – original draft
                Role: MethodologyRole: SupervisionRole: ValidationRole: Writing – review & editing
                Role: Formal analysisRole: ValidationRole: Writing – review & editing
                Role: Formal analysisRole: ValidationRole: Writing – review & editing
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: MethodologyRole: Project administrationRole: ResourcesRole: SupervisionRole: Writing – original draft
                Role: Editor
                Journal
                PLoS Negl Trop Dis
                PLoS Negl Trop Dis
                plos
                plosntds
                PLoS Neglected Tropical Diseases
                Public Library of Science (San Francisco, CA USA )
                1935-2727
                1935-2735
                18 February 2021
                February 2021
                : 15
                : 2
                : e0008580
                Affiliations
                [001]Department of Medicine, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry, India
                College of Health Sciences, Bayero University Kano, NIGERIA
                Author notes

                The authors have declared that no competing interests exist.

                Author information
                https://orcid.org/0000-0002-8391-4419
                https://orcid.org/0000-0003-2151-4273
                https://orcid.org/0000-0002-6715-1570
                https://orcid.org/0000-0002-4676-743X
                Article
                PNTD-D-20-01236
                10.1371/journal.pntd.0008580
                7924804
                33600429
                faa4e286-5843-4a15-bdd8-e452765fd59d
                © 2021 Sabitha et al

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 10 July 2020
                : 1 February 2021
                Page count
                Figures: 4, Tables: 5, Pages: 14
                Funding
                The authors received no specific funding for this work.
                Categories
                Research Article
                Medicine and Health Sciences
                Medical Conditions
                Tropical Diseases
                Neglected Tropical Diseases
                Snakebite
                Medicine and Health Sciences
                Cardiology
                Cardiovascular Medicine
                Cardiovascular Imaging
                Infarct Avid Scintigraphy
                Medicine and Health Sciences
                Diagnostic Medicine
                Diagnostic Radiology
                Cardiovascular Imaging
                Infarct Avid Scintigraphy
                Research and Analysis Methods
                Imaging Techniques
                Diagnostic Radiology
                Cardiovascular Imaging
                Infarct Avid Scintigraphy
                Medicine and Health Sciences
                Radiology and Imaging
                Diagnostic Radiology
                Cardiovascular Imaging
                Infarct Avid Scintigraphy
                Biology and Life Sciences
                Organisms
                Eukaryota
                Animals
                Vertebrates
                Amniotes
                Reptiles
                Squamates
                Snakes
                Biology and Life Sciences
                Zoology
                Animals
                Vertebrates
                Amniotes
                Reptiles
                Squamates
                Snakes
                Biology and Life Sciences
                Organisms
                Eukaryota
                Animals
                Vertebrates
                Amniotes
                Reptiles
                Squamates
                Snakes
                Vipers
                Biology and Life Sciences
                Zoology
                Animals
                Vertebrates
                Amniotes
                Reptiles
                Squamates
                Snakes
                Vipers
                Medicine and Health Sciences
                Clinical Medicine
                Signs and Symptoms
                Pain
                Biology and Life Sciences
                Biochemistry
                Enzymology
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                Serine Proteases
                Biology and Life Sciences
                Biochemistry
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                Enzymes
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                Serine Proteases
                Engineering and Technology
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                Biology and Life Sciences
                Anatomy
                Body Limbs
                Medicine and Health Sciences
                Anatomy
                Body Limbs
                Custom metadata
                vor-update-to-uncorrected-proof
                2021-03-02
                All relevant data are within the manuscript and its Supporting Information files.

                Infectious disease & Microbiology
                Infectious disease & Microbiology

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