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Open Access

Spine

A retrospective review of gram-negative spinal infections in a single tertiary spinal centre over six years



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Abstract

Aims

Gram-negative infections are associated with comorbid patients, but outcomes are less well understood. This study reviewed diagnosis, management, and treatment for a cohort treated in a tertiary spinal centre.

Methods

A retrospective review was performed of all gram-negative spinal infections (n = 32; median age 71 years; interquartile range 60 to 78), excluding surgical site infections, at a single centre between 2015 to 2020 with two- to six-year follow-up. Information regarding organism identification, antibiotic regime, and treatment outcomes (including clinical, radiological, and biochemical) were collected from clinical notes.

Results

All patients had comorbidities and/or non-spinal procedures within the previous year. Most infections affected lumbar segments (20/32), with Escherichia coli the commonest organism (17/32). Causative organisms were identified by blood culture (23/32), biopsy/aspiration (7/32), or intraoperative samples (2/32). There were 56 different antibiotic regimes, with oral (PO) ciprofloxacin being the most prevalent (13/56; 17.6%). Multilevel, contiguous infections were common (8/32; 25%), usually resulting in bone destruction and collapse. Epidural collections were seen in 13/32 (40.6%). In total, five patients required surgery, three for neurological deterioration. Overall, 24 patients improved or recovered with a mean halving of CRP at 8.5 days (SD 6). At the time of review (two to six years post-diagnosis), 16 patients (50%) were deceased.

Conclusion

This is the largest published cohort of gram-negative spinal infections. In older patients with comorbidities and/or previous interventions in the last year, a high level of suspicion must be given to gram-negative infection with blood cultures and biopsy essential. Early organism identification permits targeted treatment and good initial clinical outcomes; however, mortality is 50% in this cohort at a mean of 4.2 years (2 to 6) after diagnosis.

Cite this article: Bone Jt Open 2024;5(5):435–443.

Take home message

Gram-negative infection should be considered in older or comorbid patients who present with back pain.

Biochemical markers alone are not useful indicators of need for surgical intervention.

Despite positive initial treatment outcomes, gram-negative spinal infection is an indicator of longer-term morbidity and mortalilty.

Introduction

Prompt diagnosis and treatment for spinal infection is essential due to the potentially devastating sequelae of epidural abscess with neurological compromise that can be irreversible, as well as bone destruction with deformity, pain, and/or neurological compromise. Case series have demonstrated that in the majority of cases Staphylococcus aureus is isolated as the causative organism.1,2 However, a significant proportion of infections are caused by gram-negative organisms,2,3 and the number of these is increasing.4 Risk factors include age, malignancy, and concurrent infections associated with frailty, such as urinary tract infection.5 Making a diagnosis and isolating the causative organisms can be complex, with patients often having a background of comorbidity with vague constitutional symptoms a predominant presentation.6

Organism isolation is typically achieved by blood culture and/or biopsy, but success is lower in gram-negative infection.7 However, it has been suggested that gram-negative infections also have a lower rate of progression to epidural or paravertebral abscess.5 Inflammatory markers have been used as prognostic factors once the diagnosis has been made; treatment failure is thought to be rare when markers, such as ESR or CRP, decline by more than 50% within the first month of treatment.8 However, some studies have suggested that in multiresistant gram-negative spinal infections inflammatory markers can remain low, making diagnosis more challenging.9

There are currently no standardized treatment guidelines for spinal infection, in part due to the small sample sizes collected in the relevant literature. Currently, neurological deficit and mechanical instability are used as significant indicators for surgical management; attempts have also been made to produce clinical-radiological classifications to guide decision-making, but with no clear consensus.10

Although there have been a number of retrospective case series of spinal infections (including vertebral osteomyelitis, spondylodiscitis, and epidural abscess), there have been relatively few looking at gram-negative infection specifically. Therefore, our understanding of the diagnostic pathway and patient outcomes for this group specifically is lacking. This study sought to retrospectively analyze gram-negative infections, excluding surgical site infections, in a single tertiary spinal centre (Sheffield Teaching Hospitals, UK) looking at method of diagnosis, antibiotic treatment regimes, surgical intervention, and outcomes, including inflammatory markers and imaging. Following an extensive literature review, the authors believe this is the largest published cohort of gram-negative spinal infections.

Methods

Literature search

A thorough literature search of the MEDLINE database was performed to identify any publications reviewing gram-negative spinal infection. The search terms are outlined in Table I. This produced 183 abstracts which were filtered by one of the authors (AC), leaving 45 abstracts relevant to this published study. The largest case series of gram-negative infections (excluding vertebral osteomyelitis alone and iatrogenic-only series) was 17 patients.6

Table I.

Search terms used in MEDLINE database for literature search.

No. Term
1 Spine/or spine.mp.
2 Spinal.mp.
3 Vertebral.mp.
4 1 or 2 or 3
5 Discitis.mp. or discitis/
6 Osteomyelitis.mp. or Osteomyelitis/
7 5 or 6
8 Gram-negative bacteria/or gram-negative bacterial infections/or Escherichia coli/ or Pseudomonas aeruginosa/ or gram-negative.mp.
9 4 and 7 and 8

Patient identification

Sheffield Teaching Hospitals has regional tertiary departments in infectious diseases, orthopaedics, and neurosurgery, each caring for patients with spinal infection. Records between 2015 and 2020 inclusive were reviewed for gram-negative spinal infections by searching the monthly spinal infection multidisciplinary team (MDT) patient lists (where all actively treated cases are listed), and from a list of all gram-negative spinal tissue culture samples over the same period. Electronic notes, MDT outcomes, blood, and microbiology investigation were reviewed. One of the authors (AAC) reviewed imaging for all patients. The imaging was classified according to the Spinal Instability Spondylodiscitis Score (SISS),11 with additions from the classification of Pola et al10 for abscess formation.

All patients with spinal infection on imaging with a gram-negative organism on blood culture or tissue sample were included in the study. Patients presenting with relapse of previous infection or with infection at the same site of previous surgery were excluded.

Infection characteristics

Data were collected, including vertebral level, extent of infection, past medical history, previous procedures, neurological deficit, treatment regime, inflammatory markers, and outcome. Any antibiotic regimen that lasted longer than five days was included in the analysis. Outcomes were defined as follows: recovered – no further symptoms or residual problems; relapsed – symptoms improved but recurred later; improved – symptoms improved but some residual problems; and death – due to any cause. The project was approved by the local clinical effectiveness department. Ethical approval was not required.

Results

Patient demographics and infection characteristics

In all, 39 patients were initially identified; two patients were identified from microbiology results, but did not have available notes, while five had incomplete documentation regarding antibiotic regimen and treatment outcome due to failed historical note transfer to IT systems. A total of 26/32 patients presented with a main symptom of back pain, with five being generally unwell with pyrexia and one with hip pain. Overall, 20/32 patients (62.5%) were male, and the median age at presentation was 71 years (interquartile range (IQR) 60 to 78). A total of 31/32 patients had significant comorbidities, most commonly urological problems and diabetes (each in 31% of patients). Patients scored between 1 to 11 on the Charlson Comorbidity Index;12 a score of 6 and above indicates a predicted ten-year survival of 2% (see Table II). Overall, 16 patients were alive at the time of data collection (mean 4.2 years post-diagnosis; range 2 to 6).

Table II.

Patient Charlson Comorbidity Index scores and associated short-term treatment and long-term mortality outcomes.

CCI score (with predicted 10-yr survival, %) Short-term outcome, n Long-term mortality (2 to 6 yrs post-diagnosis), n
Improved Relapsed Recovered Died Alive Died
1 (96) 1 2 1 0 3 1
2 (90) 0 0 3 0 3 0
3 (77) 1 1 4 0 3 3
4 (53) 2 0 3 0 3 2
5 (21) 3 0 1 0 1 3
6 (2) 0 1 2 1 1 3
7 (0) 1 0 1 1 2 1
8 (0) 0 0 1 1 0 2
11 (0) 1 0 0 0 0 1
Total 16 16
  1. CCI, Charlson Comorbidity Index.

The lumbar spine was the most commonly affected region (20/32), followed by thoracic (12/32), cervical (3/32), and sacral (2/32). Among the cases, 13 patients had epidural or infected haematoma collections, three had facet joint infection, and seven had paraspinal collection. The most commonly isolated organism was Escheria coli alone in over half of cases (17/32; 53.1%) The proportions of other organisms were largely similar to each other (see Table III). Four patients had undergone a surgical procedure within the 12 months prior to diagnosis; two urological, one orthopaedic (intramedullary nailing), and one abdominal surgery. Two patients had historically had spinal surgery at different sites than that of their infection.

Table III.

Organisms isolated in gram-negative cases of spinal infection.

Organism Frequency, n (%)
Escheria coli alone 18 (56.3)
Pseudomonas spp. 2 (6.3)
Proteus spp. 2 (6.3)
Bacteroides spp. 2 (6.3)
Haemophilus influenzae 2 (6.3)
Klebsiella pneumoniae alone 2 (6.3)
Klebsiella sp. and E. coli 2 (6.3)
Neisseria spp. 1 (3.1)
Pseudomonas spp. and Klebsiella spp. 1 (3.1)

Organism isolation and antibiotics selection

All patients had blood cultures taken on admission. This led to organism identification in 23 patients, with two patients having positive organism identification by intraprocedural operative sampling. Seven patients went on to have biopsies/imaging guided aspiration, all of whom had positive organism identification on first biopsy (Figure 1). This study only includes microbiologically proven gram-negative infections, so does not include patients who had no organism identified.

Fig. 1 
            Organism identification pathway. PCR, polymerase chain reaction.

Fig. 1

Organism identification pathway. PCR, polymerase chain reaction.

In all, 27 patients had a course of intravenous (IV) antibiotics initially, while five were treated solely with an oral (PO) course; in two cases, early organism and sensitivity identification permitted early use of ciprofloxacin with good effect, and in three cases mild radiological findings and inflammatory marker decrease permitted outpatient management with these patients recovering fully. The shortest course was six weeks, the longest 24 weeks, while the majority of patients (24/32) were treated for 12 weeks. Many patients had courses of more than one antibiotic with a total of 56 regimens in the 32 patients. The most popular antibiotic regimens were PO ciprofloxacin (13/56; 17.6%), IV meropenem (7/56; 9.5%), and PO amoxicillin (3/56; 4.1%). Reasons for extended treatment included stagnant inflammatory markers and development of concurrent infections. Antibiotic changes were due to development of sepsis, concurrent infection, resistance, renal dysfunction, adverse drug reactions, and on conversion from IV to oral, usually at six weeks (Table IV).

Table IV.

Reasons for antibiotic changes for each patient during treatment course.

Reason for antibiotic change Number
Clinical improvement/appropriate sensitivity (includes IV to oral switch) 16
Remained on same course throughout treatment 6
Outpatient IV antibiotics 5
Lack of clinical improvement/deterioration 2
Allergy and clinical improvement/appropriate sensitivity 1
Renal dysfunction 1
No antibiotic change as died during initial course 1
Total 32
  1. IV, intravenous.

Imaging

Overall, 23 patients had single-level discitis, eight had two- or three-level contiguous discitis, and one had two-level discitis in different parts of the spine (see Table V).

Table V.

Radiological review, classified according to the Spinal Instability Spondylodiscitis Score,11 with additions from the classification of Pola et al10 for abscess formation.

Levels, n Location (=frequency) Bone lesion (=frequency) Alignment (=frequency) Epidural collection (=frequency) Paraspinal collection (=frequency) Facet infection (=frequency)
Single (n = 23) 1 = 8

2 = 9

3 = 6
0 = 7

1 = 4

2 = 4

4 = 8
0 = 16

2 = 7
No = 14

Small = 7

Large, non-compressive = 1

Large, compressive = 1
None = 19

Non-drainable = 3

Drainable = 1
No = 21

Yes = 2
Or 3-level contiguous

(n = 8)
1 = 1

2 = 3

3 = 4
0 = 2

1 = 2

2 = 1

4 = 3
0 = 5

2 = 2

4 = 1
No = 5

Small = 2

Large, non-compressive = 1
None = 6

Non-drainable = 0

Drainable = 2
No = 7

Yes = 1
Multiple non-contiguous (n = 1) 1 = 1 4 = 1 2 = 1 Small = 1 Non-drainable = 1 No = 1
All 1 = 10

2 = 12

3 = 10
0 = 9

1 = 6

2 = 5

4 = 12
0 = 21

2 = 10

4 = 1
No = 19

Small = 10

Large, non-compressive = 2

Large, compressive = 1
None = 25

Non-drainable = 4

Drainable = 3
No = 29

Yes = 3
Location:

0 = S2-5

1 = T3-10

2 = C3-6; L2-4

3 = C0-2; C7-T2; T11-L1; L5-S1
Epidural collection

0 = no

1 = small

2 = large, non-compressive

3 = large, compressive
Bone lesion

0 = Disc involvement only

1 = Endplate destruction

2 = < 50% vertebral body destruction

4 = > 50% vertebral body destruction
Paraspinal collection

0 = none

1 = small, non-drainable

2 = large, drainable
Alignment

0 = normal

2 = denovo deformity (kyphosis/scoliosis)

4 = Subluxation/translation
Facet joint infection

0 = no

1 = yes
  1. Please refer to the key under the table to identify values for location, bone lesion, and alignment.

  1. SISS, Spinal Instability Spondylodiscitis Score.

There were 12 patient infections (37.5%) with > 50% vertebral body destruction. There were 13 patients (40.6%) with epidural collections, of which three required drainage for neurological deficit, as well as seven (21.9%) with paraspinal collections (Figure 2), three of which were drained radiologically. There were three (9.4%) with facet joint infections on MRI, with one patient just having facet joint infection, but with no epidural collection.

Fig. 2 
            a) Lateral lumbar spine radiograph showing L2/3 discitis with L2/3 disc space destruction, less than 50% destruction of L3 and mild inferior endplate of L2 destruction. There is mild endplate destruction at L3/4. b) Axial T2 image shows epidural and paraspinal abscesses. c) to d) Inflammatory tissue in the paraspinal region. Inflammation in the right psoas, which can progress to a psoas abscess. T2 and T1 sagittal MRI imaging shows disc space destruction and fluid collections such as epidural abscess. d) T1 imaging shows the true extent of the vertebral body involvement extending up into L1 and down into L4.

Fig. 2

a) Lateral lumbar spine radiograph showing L2/3 discitis with L2/3 disc space destruction, less than 50% destruction of L3 and mild inferior endplate of L2 destruction. There is mild endplate destruction at L3/4. b) Axial T2 image shows epidural and paraspinal abscesses. c) to d) Inflammatory tissue in the paraspinal region. Inflammation in the right psoas, which can progress to a psoas abscess. T2 and T1 sagittal MRI imaging shows disc space destruction and fluid collections such as epidural abscess. d) T1 imaging shows the true extent of the vertebral body involvement extending up into L1 and down into L4.

Inflammatory markers

Mean white cell count (WCC) at start of treatment was 12.9 (standard deviation (SD) 5.3), and mean end of treatment WCC was 8.0 (SD 3.1). Mean CRP at start of treatment was 167.1 (SD 90.1) and 14.2 at the end of treatment (SD 7.3). It took between two to 24 days for the CRP to decrease by 50% with a mean time of 8.5 days (SD 6). It took a mean of 46.7 days (range 9 to 105) for the CRP to normalize.

Surgical interventions and outcomes

Five patients had operative interventions (see Table VI); four had posterior stabilization (two of whom also had decompression), and one had anterior cervical decompression and washout.

Table VI.

Patients who had operations during admission.

Age, sex Diagnosis Microbiology Neurological dysfunction Indication for surgery Operative intervention Operated acutely (within 48 hrs of admission) or subacutely Outcome Alive at time of review
60 M C5/6 T8/9 discitis Escheria coli in blood cultures Nil Pain and instability Posterior T6-T11 instrumented stablization Sub-acute Recovered No
49 F T8/9 discitis with small epidural abscess E. coli in blood cultures ASIA D13 New left leg weakness Posterior thoracic stablization and decompression Sub-acute Improved No
82 F T9/10 discitis E. coli in blood cultures ASIA C13 Unspecified neurological deterioration T9/10 decompression and posterior stablization for abscess Sub-acute Improved Yes
55 M C5/6 epidural collection Haemophilus parainfluenzae in theatre samples ASIA D13 New arm weakness C5/6 anterior cervical decompression and washout Acute Improved Yes
65 F T6-9 discitis Klebsiella pneumoniae/E. coli in blood cultures Nil Bony collapse Posterior T3-T11 instrumented stablization Sub-acute Relapsed No
  1. ASIA, American Spinal Injury Assocation.

Timings of procedures

One operation was performed acutely (within 48 hours of admission) due to neurological deterioration caused by epidural abscess formation (new arm weakness). The patient had anterior cervical decompression (no instrumentation); they recovered from their infection, with resolution of paraesthesia and normal power in all four limbs at final clinic review, with the exception of weakened grip strength in the left hand.

Four patients had sub-acute procedures (more than 48 hours after admission but performed acutely due to clinical change during admission). Two had posterior instrumentation and decompression for an increasing epidural abscess with new neurological deterioration, one had posterior instrumentation and decompression for bony collapse, while one had posterior instrumentation for instability pain.

In patients requiring surgical intervention, the mean initial CRP was lower than in non-surgical patients (158.5 vs 168.6). A 50% reduction in CRP was seen in a shorter period of time following surgery (6.4 days vs 8.4). In both groups, the final CRP resolved to similar levels (11.6 in surgical group vs 14.2 in non-surgical).

Overall, 16 patients recovered from their spinal infection, nine patients improved, and four had relapse of symptoms. There were three deaths during active treatment; one due to stroke, one due to sepsis, and one for which documentation of cause was missing. At 12 months post-diagnosis, six patients (18.8%) had died. At longer-term follow-up (two to six years), this rose to 16 patients (50%), although cause of death was not collected. The mean age of the patients who had died would have been 72.7 years (52 to 92) at the time of data collection; the mean age of the survivors was 70.8 years (55 to 85).

Discussion

This study sought to review the investigation, management, and outcomes of gram-negative spinal infections. In all, 24/32 patients (75%) recovered or improved, representing a high treatment success rate in a clinically vulnerable population. However, 18.8% of patients were deceased 12 months post-diagnosis and 50% were deceased at a mean of 4.2 years (range 2 to 6 years). This is indicative of longer-term problems in a similar way to neck of femur and odontoid peg fractures. These fragility fractures are considered markers of poor prognosis associated with a 33% and 34.1% mortality at one year, respectively.14,15 A diagnosis of gram-negative infection in the elderly should be taken similarly seriously. Gram-negative infection is already associated with poor outcomes in other orthopaedic subspecialities.16 A substantial Danish cohort study has found increased short- and long-term mortality in spondylodiscitis patients relative to a control group, due to both disease burden and patient social/health behaviours.17 In a cohort of 183 undifferentiated discitis cases, mortality was 28% at a median point of 68 months.18 Exact long-term prognosis beyond treatment completion is not clear, but evidence suggests spinal infection has a deleterious effect on future health. The findings of our study suggest that gram-negative spinal infection is a compounding negative prognostic sign and may be indicative of reduced life expectancy, potentially akin to major traumatic injuries such as neck of femur fracture. Whether this is due to pre-existing comorbidity, or the morbidity associated with infection of a significant body-system and extended treatment, is not entirely clear, but the association is evident.

Due to the study design, all patients had a microbiological diagnosis of gram-negative spinal infection, so it is not possible to evaluate the rate of positive blood cultures or biopsy. However, 23/32 patients (71.9%) were diagnosed with blood culture, 6/32 (18.8%) with biopsy, and 3/32 (9.4%) from intraoperative/image-guided aspiration samples. Previous studies have suggested a positive blood culture rate of 56% to 72%,6,19 and positive image-guided biopsy rate of 31% to 91% with a recent meta-analysis suggesting a yield of 48%.20 Where blood cultures were negative, the use of biopsy permitted targeted antibiotic treatment for these patients where empirical antibiotics would be an inferior solution. The Infectious Diseases Society of America advises percutaneous biopsy only in cases with negative blood cultures,21 which is our local policy. Previously concordance of 89% has been found between blood culture and biopsy organism findings, and in the same study only in 3/97 patients did biopsy lead to antibiotic changes to cover previously unidentified organisms.22 Biopsy has the potential to yield useful clinical information where organism identification has failed, but in many cases blood culture is sufficient to rationalize antibiotic regimes.

Gram-positive organisms traditionally predominate as the causative agent in spinal infection. A previous study from our centre showed that 32/39 patients (82%) with S. aureus discitis recovered or improved from infection,23 which is comparable to 24/32 (75%) in this study. Overall, 18% of those gram-positive patients required surgical intervention, similar to the 15.6% in this gram-negative population. Of note, it appeared to be more difficult to rationalize antibiotics in gram-negative cases, with 56 different treatment regimes used. The association of gram-negative infection and comorbidity, seen in the literature with older patients who have a higher incidence of malignancy and concurrent illness,6 is borne out in our data. Only one patient in the study had no known long-term medical problems.

The regional distribution of infection, with a predominance in the lumbar spine, is comparable to the previous paper from our centre on S. aureus spinal infection.23 It has been suggested that gram-negative infections tend less towards progressing to collection or epidural abscess. Our study found epidural abscess in 13 cases (40.6%) as opposed to 73% in a series of gram-positive spinal infections,6 and 28% in a previous series of gram-negative spinal infections.5 Furthermore, only in three patients was drainage clinically indicated. Therefore, it appears that while the frail and immunosuppressed are more vulnerable to gram-negative spinal infection, their rate of abscess formation and progression beyond discitis is reduced. Gram-negative spinal infection should be considered in frail or immunosuppressed patients who present with back pain.

Neurological deficit, ranging from radicular pain to limb weakness, is reported in 12/32 patients (37.5%) in our cohort, which is similar to a previous study, where 15/46 discitis (staphylococcus and tuberculous organisms) patients presented with symptoms, including paraesthesia and weakness.19 Given the seemingly lower rate of abscess formation in gram-negative infection,5,6 an equal or lesser neurological burden than in gram-positive could be anticipated.

The majority of infections were treated with a 12-week course of antibiotics, in keeping with contemporary literature and practice.24-26 Five patients were treated with only PO antibiotic regimes as, for example, ciprofloxacin, an antibiotic which has good efficacy when taken orally. Four of these patients recovered and one patient improved, with no relapses recorded. Notably, each of these patients had simple discitis with no neurological symptoms, demonstrating that patient selection is important, with early organism and sensitivity identification. They were mainly patients who remained ambulatory. Antibiotic selection was made in liaison with microbiology and infectious disease specialists in the regular local spinal infection MDT meeting based on organism and culture sensitivities. The case where a patient had 24 weeks’ of antibiotics was due to concurrent infections in an immunocompromised patient, demonstrating the susceptibility of patients who are vulnerable to gram-negative infection to other complications.

Admission CRP was lower in operated patients, which suggests that biochemical markers alone are not accurate predictors of need for surgery with decision-making based on the clinical assessment, such as neurological symptoms or bone destruction. While previous evidence suggests that a drop in ESR of 50% within the first month suggests likely treatment success, our study demonstrates that the mean time for this drop to occur in CRP is 8.5 days (SD 6) in a cohort where 24/32 patients at least improved. A mean decrease taking longer than 20 days (mean + 2SDs) may suggest a risk of treatment failure.

As previously published, E. coli was the most prevalent gram-negative organism, found in 56.3% of cases compared to 35% in the previously largest series identified in a literature search.6 The next most prevalent organisms identified included proteus, bateroides, klebsiella, and haemophilus species with no predominance of any specific bacteria, similar to the Lee et al6 study.

Limitations

The authors acknowledge that the number of cases highlighted in this paper reflects the low incidence of gram-negative spinal infection, but, to the authors’ knowledge, does also constitute the largest published case series. As the data were retrospectively collected, where information was unavailable, patients had to be excluded, and in some circumstances details were incomplete. As a tertiary centre receiving referrals, patients’ initial blood tests were merely those during treatment at our hospital and may not in each case represent the point of initial diagnosis. In many cases where patients were deceased, it was not possible to ascertain their cause of death and therefore understand the specific link, if any, to their spinal infection. It should also be acknowledged that as this data was collected in late 2021, the COVID-19 pandemic may have contributed as a confounder, increasing the number of deaths among this patient cohort, as they represent the clinically vulnerable population at increased risk of death from the virus.

In conclusion, although associated with comorbidity, early identification of organisms in gram-negative spinal infection permits targeted treatment and good initial clinical outcomes. In most cases blood cultures are sufficient, but image-guided biopsy has a high yield and should be performed where no organism is identified on blood culture. Surgical management is indicated by clinical findings rather than objective measures. Despite treatment success, gram-negative infection appears to be associated with high short- to medium-term mortality.


Correspondence should be sent to Daniel Tadross. E-mail:

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Author contributions

D. Tadross: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Validation, Visualization, Writing – original draft, Writing – review & editing.

C. McGrory: Data curation, Formal analysis.

J. Greig: Methodology, Writing – original draft.

R. Townsend: Data curation, Formal analysis, Writing – original draft.

N. Chiverton: Data curation, Formal analysis, Writing – original draft.

A. Highland: Data curation, Formal analysis, Writing – original draft.

L. Breakwell: Data curation, Formal analysis, Writing – review & editing.

A. A. Cole: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Validation, Visualization, Supervision, Writing – original draft, Writing – review & editing.

Funding statement

The authors received no financial or material support for the research, authorship, and/or publication of this article.

ICMJE COI statement

L. M. Breakwell discloses being an invited speaker to the Stryker Spinal Deformity Course 2023; and holding a leadership or fiduciary role for the British Scoliosis Society, which are unrelated to this paper. A. A. Cole declares being chief investigator for the National Institute for Health and Care Research Health Technology Assessment grant for bracing in adolescent idiopathic scoliosis (NIHR131081); being on the Spinal Expert Advisory board for the Medicines and Healthcare products Regulatory Agency, and member of Spinal ODEP/Beyond Compliance committee; and being past president of the British Scoliosis Society, British Spine Registry Deputy Lead for the British Association of Spine Surgeons, and Spinal Chair for Orthopaedic Expert Working Group for National Casemix Office, all of which are unrelated to this work.

Data sharing

The datasets generated and analyzed in the current study are not publicly available due to data protection regulations. Access to data is limited to the researchers who have obtained permission for data processing. Further inquiries can be made to the corresponding author.

Acknowledgements

The authors would like to thank the Sheffield Teaching Hospitals spinal infection multidisciplinary team for their support.

Ethical review statement

Ethical approval was not required for this study

Open access funding

The authors report that the open access funding for this manuscript from was self-funded.

© 2024 Tadross et al. This is an open-access article distributed under the terms of the Creative Commons Attribution Non-Commercial No Derivatives (CC BY-NC-ND 4.0) licence, which permits the copying and redistribution of the work only, and provided the original author and source are credited. See https://creativecommons.org/licenses/by-nc-nd/4.0/