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Annals of Clinical Microbiology and Antimicrobials logoLink to Annals of Clinical Microbiology and Antimicrobials
. 2023 Feb 15;22:12. doi: 10.1186/s12941-023-00561-7

Persistent bacteremia predicts poor outcomes among neutropenic patients with carbapenem-resistant gram-negative bloodstream infections receiving appropriate therapy

Abi Manesh Sathya Kumar 1, Mithun Mohan George 1, Kundakarla Bhanuprasad 1, Grace Mary John 1, Anu Korula 2, Aby Abraham 2, Vikram Mathews 2, Uday Prakash Kulkarni 2, Chaitra Shankar 3, Prasanna Samuel Premkumar 4, Binila Chacko 5, K Subramani 5, George M Varghese 1, V Balaji 3, Biju George 2,
PMCID: PMC9933361  PMID: 36793051

Abstract

Purpose

Identifying persistent bacteremia early in patients with neutropenia may improve outcome. This study evaluated the role of follow-up blood cultures (FUBC) positivity in predicting outcomes among patients with neutropenia and carbapenem-resistant gram-negative bloodstream infections (CRGNBSI).

Methods

This retrospective cohort study conducted between December 2017 and April 2022 included patients more than 15 years old with neutropenia and CRGNBSI, who survived for ≥ 48 h, receiving appropriate antibiotic therapy and had FUBCs. Patients with polymicrobial bacteremia within 30 days were excluded. The primary outcome was 30 day mortality. Persistent bacteremia, septic shock, recovery from neutropenia, prolonged or profound neutropenia, requirement of intensive care and dialysis, and initiation of appropriate empirical therapy were also studied.

Results

In our study cohort of 155 patients, the 30 day mortality rate was 47.7%. Persistent bacteremia was common in our patient cohort (43.8%). Carbapenem resistant isolates identified in the study were K.pneumoniae (80%), E.coli (12.26%), P.aeruginosa (5.16%), A.baumanii (1.94%) and E.cloacae (0.65%). The median time for sending a FUBC was 2 days (IQR, 1–3 days). Patients with persistent bacteremia had higher mortality than those without (56.76% versus 32.1%; p < 0.001). Appropriate initial empirical therapy was given to 70.9%. Recovery from neutropenia occurred in 57.4% while 25.8% had prolonged or profound neutropenia. Sixty-nine percent (107/155) had septic shock and needed intensive care; 12.2% of patients required dialysis. Non-recovery from neutropenia (aHR, 4.28; 95% CI 2.53–7.23), presence of septic shock (aHR, 4.42; 95%CI 1.47–13.28), requirement of intensive care (aHR,3.12;95%CI 1.23–7.93), and persistent bacteremia (aHR,1.74; 95%CI 1.05–2.89) significantly predicted poor outcomes in multivariable analysis.

Conclusion

FUBC showing persistent bacteremia predicted poor outcomes among neutropenic patients with carbapenem-resistant gram-negative bloodstream infections (CRGNBSI) and should be routinely reported.

Keywords: Bloodstream infections, Carbapenem resistance, Neutropenia, Persistent bacteremia

Introduction

Carbapenem-resistant gram-negative bloodstream infections (CRGNBSI) have mortality rates of up to 50% and limited therapeutic options [1]. Neutropenic and other immunosuppressed patients have the poorest outcomes. Early identification of patients at risk for poor outcomes is important for optimal management and improving prognosis. However, available predictors, such as leucocyte counts, C-reactive protein (CRP), and procalcitonin, are often imprecise [2].

Persistent blood culture positivity at 48 to 72 h despite optimal therapy is an established predictor of poor outcome, death, and metastatic infection among patients with methicillin-resistant Staphylococcus aureus (MRSA) bacteremia and candidemia [3]. However, their role in gram-negative bacteremia is uncertain [4]. Currently, the utilization of follow-up blood cultures (FUBC) is variable across hospitals and physicians. Further, the FUBC positivity varies according to the source of bacteremia and pathogen resistance phenotype. For example, bacteremia from a urinary source is usually transient. The role of FUBC in high-risk populations, such as patients with neutropenia and carbapenem-resistant infections, is not studied so far.

As clear data is unavailable, recent guidelines from the Infectious Diseases Society of America and other international bodies do not have directives on the use of FUBC among patients with CRGNBSI [5]. This observational study was conducted to determine the role of FUBC in patients with neutropenia and CRGNBSI.

Methods

We performed a retrospective cohort study between December 2017 and April 2022 at the Christian Medical College, Vellore, a 3000-bedded academic center, among patients with neutropenia admitted to the hematology department with CRGNBSI. FUBC was obtained as a standard of care for all neutropenic CRGNBSIs in our hospital. Patients over 15 years of age, who survived 48 h or more after the bacteremia, were included in the study. Patients with polymicrobial bacteremia and who received inappropriate therapy were excluded. Patients who did not have an FUBC were also excluded from the study. Only the first qualifying episode of carbapenem resistant gram-negative bacteremia during the duration of hospital stay of an individual patient was included. The study was approved by the Institutional Review Board and Ethics committee.

Patient data, including their comorbidities, treatment details, and outcomes, were documented from electronic medical records. All data was collected in a predesigned proforma developed for the study on an electronic data capture system. The date of positive blood culture growing carbapenem-resistant gram-negative bacteria was taken as the date of bacteremia (index date or day zero).The patient was followed up for 30 days from that date. Carbapenem resistance was defined as resistance to meropenem or imipenem according to Clinical Laboratory and Standards Institute guidelines. Persistent bacteremia was defined as a minimum of two positive blood cultures growing the same organisms with similar antibiograms at least 48 h apart during the same infectious episode. Repeat blood cultures growing different organisms were not counted as persistent bacteremia. We defined Catheter related bloodstream infection (CRBSI) bacteremia in presence of an intravascular device with > 1 positive blood culture from a peripheral vein and no other reliable sources of infection with catheter blood culture positive at least 2 h earlier than the blood culture drawn peripherally at the same time. Being neutropenic sick individuals, most patients had a central venous catheter (CVC) at the time of bacteremia and whenever feasible, the CVC was removed as standard practice in the institution. We termed the others as probable gut translocation, as it is the most common source of bacteremia as compared to CRBSIs in this population. Neutropenia in our study was defined as an absolute neutrophil count (ANC) of less than 500 cells/μL before 48 h to the date of bacteremia. Previous bacterial infections noted in the study were defined as any bacteremia or lung infections, carbapenem resistant or susceptible, isolated 30 days prior to the index date. Concomitant bacterial infections were defined as any bacteremia or lung infections, carbapenem resistant or susceptible, isolated within 30 days after the index date. Cytomegalovirus reactivation among transplant patients was reported when CMV viremia with > 1000 copies/mL was present before or after 7 days of bacterial isolation. Prolonged and profound neutropenia was documented if the neutropenic condition persisted for more than 7 days and ANC levels were ≤ 100 cells/μL. Achieving ANC levels > 500 cells/μL during the follow-up period was marked as a recovery from neutropenia. Polymyxin-based therapy referred to treatment with polymyxin, either alone or with adjunct drugs, such as trimethoprim-sulfamethoxazole or tigecycline. Ceftazidime-avibactam-based therapy included ceftazidime-avibactam along with other adjunct drugs. When both polymyxin and ceftazidime-avibactam were given with or without adjunct drugs, it was recorded as polymyxin with ceftazidime-avibactam combination therapy. We did Carba Xpert testing of carbapenem resistant isolates. Whenever feasible, ceftazidime avibactam was prescribed on the basis of Carba Xpert testing. Aztreonam was given along with ceftazidime avibactam in our study, when New Delhi Metallo Beta Lactamases (NDM) detected in the Carba Xpert test. Approval from an Infectious diseases physician was required for prescribing ceftazidime avibactam. If the patient received treatment with drugs that the organism was not resistant to in the antibiogram done on the index date, they were considered to have received appropriate empiric therapy.

The primary outcome of the study was 30 day all-cause mortality. Other outcomes of interest were persistent bacteremia, septic shock, recovery from neutropenia, prolonged and profound neutropenia, requirement of intensive care and dialysis after the index date, and initiation of appropriate empirical therapy. A telephonic follow-up to assess the primary outcome was done for participants who were discharged within the 30 day follow-up period.

Baseline characteristics for all patients enrolled are presented as means with standard deviation (SD) or medians with interquartile range (IQR) for continuous variables and as frequencies with proportions for categorical variables. Statistical comparisons between groups for categorical variables were made using Pearson’s chi-square test or Fisher's exact test as applicable while Student’s t-test and Mann–Whitney test was used for comparing continuous variables between survivors and non-survivors. Univariate analysis was performed for all risk factors predicting 30-day mortality, and hazard ratio (HR) with 95% confidence interval (CI) was determined. Multicollinearity was checked between all variables by determining variance inflation factor (VIF). We performed multivariable Cox proportional hazards regression analysis using risk factors that were significant (p < 0.05) in the univariate analysis and determined the adjusted hazards ratio (aHR) with 95% CI. Age and sex were added to the multivariable model as natural confounders. Statistical significance was considered at a p-value of < 0.05. Survival curves were plotted to visualize the 30 day all-cause mortality among patients with persistent bacteremia and without. Censoring was not done as all study participants, unless dead, were followed-up for 30 days. Log-rank test was performed to evaluate statistical differences in survival estimates between groups. We used STATA 16 (StataCorp. 2019. Stata Statistical Software: Release 16. College Station, TX: StataCorp LLC) for statistical analysis.

Results

We identified 208 patients with neutropenia above 15 years of age and had CRGNBSI. Twenty-nine patients died before 48 h of bacteremia, twenty patients did not have FUBC, and four patients did not receive appropriate therapy for the bacteremia. The 155 patients who fulfilled the eligibility criteria were included in the final analysis, of whom 93(60%) were male. The mean age of patients was 36.65 years (SD, 13 years). Klebsiella pneumoniae species were the most commonly isolated organism (80%) followed by E.coli (12.26%), P.aeruginosa (5.16%), A.baumanii (1.94%) and E.cloacae (0.65%). All recruited patients had an underlying active hematological condition, of which, 120 (77.42%) were malignant in nature. The most common malignant conditions were acute myeloid leukemia (42.5%) and acute lymphoblastic leukemia (27.5%). Among benign conditions, aplastic anemia (71.43%) followed by myelodysplastic syndrome (17.14) were the most common. A sizable proportion of patients developed CRGNBSI after bone marrow transplant (35.4%). Among transplant patients, CMV reactivation along with CRGNBSIs was minimal (10.9%). Polymyxin E (colistin) resistance complicated more than a fifth of our patients (21.2%) (Table 1).

Table 1.

Baseline demographic and clinical characteristics

Characteristics Total n = 155 Survivors n = 81 (%) Non survivors n = 74 (%) p-value
Age (Mean ± SD) 36.65 ± 12.93 35.96 ± 13.17 37.42 ± 12.71 0.485
Gender: Male 93 46 (56.79) 47 (63.51) 0.393
Polymyxin E (colistin) resistance(n = 146) 31 14 (21.21) 17 (21.25) 0.996
Risk factors
 Hematologic condition
  Benign 35 14 (17.28) 21 (28.38) 0.307
  Acute myeloid leukemia 51 31 (38.27) 20 (27.03)
  Acute lymphoblastic leukemia 33 17 (20.99) 16 (21.62)
  Other malignant conditions 36 19 (23.46) 17 (22.97)
No recovery from neutropenia 66 15 (18.52) 51 (68.92)  < 0.001
Prolonged and profound neutropeniaa 40 24 (29.63) 16 (21.62) 0.255
Transplant 55 33 (40.74) 22 (29.73) 0.152
Intensive care requirement 106 38 (46.91) 68 (91.89)  < 0.001
Presence of septic shock 107 37 (45.68) 70 (94.59)  < 0.001
Dialysis requirement 19 3 (3.7) 16 (21.62) 0.001
 Infection details Primary organism Klebsiella pneumoniae 124 66 (81.48) 58 (78.38) 0.063
Previous bacterial infections 44 22 (27.16) 22 (29.73) 0.723
Concomitant bacterial infections 34 13 (16.05) 21 (28.38) 0.064
Cytomegalovirus reactivation b (n = 55) 6 2 (6.06) 4 (18.18) 0.158
Source of bacteremia: probable gut translocation c 109 58 (71.6) 51 (68.92) 0.715
Previous exposure to polymyxin 94 46 (56.79) 48 (64.86) 0.304
Previous exposure to carbapenem 142 74(91.36) 68 (91.89) 0.905
Persistent bacteremia 68 26 (32.1) 42 (56.76) 0.002
Duration of persistent bacteremia (n=68; Median (IQR)) 4 (3–7.5) 4 (3–7) 5 (3–8) 0.265
Treatment details
 Polymyxin-based therapy 75 34 (41.98) 41 (55.41) 0.299
 Ceftazidime-avibactam-based 20 10(12.35) 10(13.51)
 Therapy 53 33(40.74) 20(27.03)
 Polymyxin with ceftazidime-avibactam combination alternate agents 7 4(4.94) 3(4.05)
No appropriate empirical therapy receivedd 45 31(38.27) 14(18.92) 0.008

aProlonged and profound Neutropenia is defined as absolute neutrophil count < 100 cells/mm3 and a duration of 7 days

bCytomegalovirus reactivation- More than 1000 copies of cytomegalovirus present 7 days before or after bacterial isolation

csources include pulmonary sources (6), central line related (19), Skin and soft tissue infections (14) and other or unknown sources (7)

dInappropriate empiric therapy was defined as receipt of agents without documented in vitro activity

Our cohort of patients was very ill with majority having septic shock (69%), requiring intensive care (68.4%). Nineteen (12.2%) patients required dialysis, of whom sixteen died within the follow-up period. More than half of our patients (60.6%) received polymyxins in the 30 days preceding the CRGNBSI. Almost all patients (91.6%) were exposed to carbapenems over the same time period. Over a quarter of our patients (28.3%) had laboratory confirmed bacterial infection in the last 30 days prior to index date, and 21.9% developed a concomitant bacterial infection, other than the infectious episode on index date, within their follow-up period. The major source of bacteremia in our patients (70.3%) was identified as a probable gut translocation. Other sources of bacteremia included pulmonary sources/lung (3.9%), central line related (12.3%), Skin and soft tissue infections (9%) and other or unknown sources (4.5%). Source control was achieved in our patients whenever clinically applicable. Persistent bacteremia was common in our patient cohort (43.8%). The median time for sending a FUBC was 2 days (IQR, 1–3 days). The median duration of persistent bacteremia was 4 days (IQR, 3–7.5 days).

The overall mortality rate was 47.7%, and mortality was significantly higher among individuals with persistent bacteremia (56.76%, p = 0.002) than among those without (43.24%). Among our cohort of patients, 40 (25.8%) had prolonged or profound neutropenia while 89 (57.4%) recovered from neutropenia. Among patients who survived during the follow-up period, 81.48% recovered from neutropenia. About half of the patients received a polymyxin-based therapy (48.4%), and 34.2% received polymyxin and ceftazidime-avibactam combination therapy. Persistent bacteremia was seen in 39/75(52%) patients who received a colistin based therapy, 5/20(25%) patients receiving ceftazidime avibactam-based therapy and 22/53(41.51%) patients on colistin and ceftazidime avibactam combination therapy, however the difference was not statistically significant (p = 0.134). Other types of therapy included ceftazidime-avibactam-based treatment or alternate drugs, such as tigecycline. The majority of our patients received an appropriate empirical therapy (70.9%), of whom over half (54.5%) had poor outcomes at the 30-day follow-up.

We performed univariate analysis on all patients to determine risk factors associated with 30-day mortality. Non-recovery from neutropenia (HR 5.42; 95%CI 3.28–8.93), requirement of intensive care (HR,7.84; 95%CI 3.39–18.12), septic shock (HR,12.34; 95%CI 4.5–33.88), requirement of dialysis (HR,2.75; 95%CI 1.57–4.81) and persistent bacteremia (HR,2.15; 95%CI 1.35–3.41) were significantly associated with 30-day mortality in univariate analysis. Not receiving appropriate empirical therapy did not predict mortality in our group of patients (HR 0.5; 95%CI 0.28–0.89). The mean VIF among the factors significant on univariable analysis was 1.26 with no critical correlation among the factors. When adjusted to all the significant risk factors along with age and sex as natural confounders, non-recovery from neutropenia (aHR,4.28; 95%CI, 2.53–7.23), requirement of intensive care (aHR,3.12;95%CI 1.23–7.93), presence of septic shock (aHR,4.42; 95%CI 1.47–13.28), and persistent bacteremia (aHR,1.74; 95%CI 1.05–2.89) emerged as significant associations that predicted poor outcomes in multivariable analysis (Table 2). Kaplan Meier survival curve (Fig. 1) demonstrates the survival among patients with and without persistent bacteremia in the 30 day follow-up period. Probability of survival was higher in patients without persistent bacteremia (63.2%) as compared to those with persistent bacteremia (38.2%). The difference observed in survival functions was statistically significant with p <0.001.

Table 2.

Risk factors predicting 30-day mortality

Characteristics Univariate analysis Multivariable analysis
Hazards ratio (95% CI) P value Adjusted Hazards ratio (95% CI) P value
Age 1.01 (0.99,1.02) 0.573 1 (0.98,1.02) 0.772
Male gender 1.19 (0.74,1.92) 0.463 1.4 (0.83,2.34) 0.207
Polymyxin E (colistin) resistance 0.96 (0.53,1.74) 0.904
Hematologic condition
 Acute myeloid leukemia 0.56 (0.30,1.04) 0.065
 Acute lymphoblastic 0.73 (0.38,1.40) 0.34
 Leukemia 0.74 (0.39,1.40) 0.353
 Other malignant conditions Benign Reference
No recovery from neutropenia 5.42 (3.28,8.93)  < 0.001 4.28 (2.53,7.23)  < 0.001
Prolonged and profound neutropenia a 0.65 (0.37,1.13) 0.13
Transplant 0.67 (0.41,1.11) 0.121
Intensive care requirement 7.84 (3.39,18.12)  < 0.001 3.12 (1.23,7.93) 0.017
Presence of septic shock 12.34 (4.5,33.88)  < 0.001 4.42 (1.47,13.28) 0.008
Dialysis requirement 2.75 (1.57,4.81)  < 0.001 1.68 (0.92,3.05) 0.091
Primary organism Klebsiella pneumoniae 0.87 (0.50,1.52) 0.625
Previous bacterial infections 1.06 (0.64,1.75) 0.818
Concomitant bacterial infections 1.6 (0.96,2.66) 0.069
Cytomegalovirus reactivationb 2.31 (0.78,6.85) 0.132
Source of bacteremia: Probable gut translocationc 0.89 (0.54,1.45) 0.639
Previous exposure to polymyxin 1.22 (0.75,1.96) 0.421
Previous exposure to carbapenem 0.99 (0.43,2.28) 0.983
Persistent bacteremia 2.15 (1.35,3.41) 0.001 1.74 (1.05,2.89) 0.031
Treatment details
 Ceftazidime-avibactam-based therapy 0.82 (0.41,1.63) 0.569
 Polymyxin with Ceftazidime-avibactam combination 0.61 (0.36,1.04) 0.067
 Avibactam combination
 Alternate agents 0.75 (0.23,2.41) 0.624
 Polymyxin based therapy Reference
No appropriate empirical therapy receivedd 0.50 (0.28,0.89) 0.019 0.77 (0.42,1.41) 0.389

Bold values represents significant risk factors after multivariable analysis

aProlonged and profound Neutropenia is defined as absolute neutrophil count < 100 cells/mm3 and a duration of 7 days

bCytomegalovirus reactivation- More than 1000 copies of cytomegalovirus present 7 days before or after bacterial isolation

cOther sources include pulmonary sources (6), central line related (19), Skin and soft tissue infections (14) and other or unknown sources (7)

dInappropriate empiric therapy was defined as receipt of agents without documented in vitro activity

Fig. 1.

Fig. 1

Kaplan–Meier survival curves for patients with persistent bacteremia versus cleared bacteremia

Discussion

In this study, we highlight the need for doing FUBC in patients with neutropenia and CRGNBSI. While most gram-negative bloodstream infections encountered in routine clinical practice are transient, patients with neutropenia and CRGNBSI may benefit from FUBC. Persistent bacteremia in these patients may serve as a biomarker to consider modification of treatment strategy, adequate source control, and evaluation for metastatic infections. Non-recovery of neutropenia, shock and requirement of critical care are other well known risk factors of mortality.

So far, most studies evaluating the use of FUBC in gram-negative bacteremia did not find support for their routine use [68]. This was because they predominantly included patients with transient bacteremia from sources like pyelonephritis, which is usually caused by organisms susceptible to most antibiotics. However, newer studies including sicker patients with resistant infections support the results of this study. Gianella et al. reported significantly higher rates of persistent bacteremia (38.5%) among patients with central line-related infections and bacteremia with carbapenem-resistant organisms [9]. However, overall mortality in their study was low, and persistent bacteremia was not associated with 30-day mortality. In another single-center large prospective study including 1702 patients with gram-negative bacteremia, two-thirds of whom had FUBC, persistent bacteremia was associated with increased mortality. Persistent bacteremia was more common with delayed initiation of effective therapy, indwelling devices, immunosuppression, and Serratia spp. bloodstream infections [10].

Among patients with Staphylococcus aureus bacteremia, persistence of blood culture positivity even after 24 h of therapy has been associated with increased mortality and metastatic complications [11]. About 40% of patients have persistent bacteremia at 24 h of effective therapy [3]. The predominant intracellular location of the pathogen, virulence markers and dysregulated host response, enables persistence, with its cell free DNA detectable in the blood even up to two weeks beyond the traditional cultures [12, 13]. Available evidence also shows reported persistent bacteremia among gram negative organisms ranging from 7.2 to 38.5% [7, 9, 10, 14, 15]. In contrast, gram negative bacteremia’s are typically extracellular, with persistence linked to persistent source, ineffective therapy, immunosuppression, and presence of carbapenem resistance [9, 10]. In our study, we excluded patients on ineffective therapy and source control was achieved as clinically indicated. Hence, we propose the persistence in our patients may be related to the neutropenia and carbapenem resistance per se.

Receipt of an appropriate empiric therapy did not show any benefit in our study cohort. Though the group had lesser mortality (18.92%, HR = 0.5; 95% CI 0.28,0.89), it did not reach significance in the multivariate analysis. Subsequent receipt of appropriate therapy may have confounded these findings and the appropriate empirical therapy group was sicker (Septic shock: 74% vs 56%). This observation has been confirmed by other studies as well [1618]. For example, in the sub analysis of the AIDA trial data by Yael Zak- Doron et al. appropriate empirical antibiotic treatment was associated with 28 day mortality (OR, 1.372; 95% CI 1.022,1.843) in multivariable analysis [16].

This study has potential clinical implications. If the inability to clear bacteremia promptly is associated with mortality, strategies to promote clearance need to be studied. While neutropenia and immunosuppression contribute to persistent bacteremia, often they cannot be promptly reversed. Treatment modifications like switching to another agent or to combination therapies may be considered in these patients. As per the IDSA guidelines, ceftazidime avibactam, with or without aztreonam was used whenever indicated. We did not find any difference in outcomes or rates of persistent bacteremia between polymyxin and ceftazidime avibactam. Evaluation for occult metastatic infections also may be warranted in them. The ability of individual or combination antibiotics to clear the bacteremia in correlation with treatment outcomes needs to be prospectively studied. Comparing time-to-culture negativity may also aid clinicians in assessing response to treatment.

Persistent bacteremia is not routinely reported in large-scale prospective CRGNBSI studies. The PANORAMA study reported persistent bacteremia in 17% [19]. Persistent bacteremia may also serve as an important tool for assessing the efficacy of bacterial regimens in clinical trials. The duration of bacteremia may serve as an early predictor of treatment success while comparing regimens.

This study had several limitations. It is a single-center study from a country with a significant burden of CRGNBSI. Due to the retrospective design, the timing of FUBC was not standardized, although most patients had FUBCs within 96 h of bacteremia. The results may not be generalizable to patients with causes of immunosuppression other than neutropenia. A proportion of central line related bacteremia’s may be misclassified, as some patients did not have paired cultures from the central line and peripheral veins.

In summary, we propose that FUBC showing persistent bacteremia is a simple clinical tool that predicts outcomes in patients with neutropenia and CRGNBSI. Potentially, this identifies the subgroup of patients who require treatment modifications or adequate source control. FUBC may be routinely considered in these patients.

Author contributions

AMSK, GMV and BG contributed to the study conception and design. Material preparation, data collection and analysis were performed by MMG, GMJ and KB Statistical analysis was performed by MMG and PSP The first draft of the manuscript was written by AMSK, GMV and MMG and all authors commented on previous versions of the manuscript and provided critical reviews and editing. All authors read and approved the final manuscript.

Funding

No funds, grants, or other support was received.

Availability of data and materials

All data used in the manuscript can be accessed upon request to the corresponding author.

Declarations

Ethics approval and consent to participate

This study was approved by the institutional review board and ethics committee of Christian Medical College, Vellore.

Consent to publication

Informed consent was waived by the Ethics Committee because of the retrospective nature of the study. The analysis was done with anonymized data.

Competing interests

The authors have no competing interests to declare that are relevant to the content of this article.

Footnotes

Publisher's Note

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Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

All data used in the manuscript can be accessed upon request to the corresponding author.


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