Journal of Ophthalmic Science

Journal of Ophthalmic Science

Current Issue Volume No: 2 Issue No: 1

Research-article Article Open Access
  • Available online freely Peer Reviewed
  • Identification Of Eyes At Risk For Severe Retinopathy Of Prematurity (ROP) By Third Year Ophthalmology Residents In A Tertiary Hospital

    1 Department of Ophthalmology and Visual Sciences, University of the Philippines Manila, Philippines. 

    Abstract

    Objective:

    The aim of the present study is to determine the efficiency of third year ophthalmology residents from a tertiary hospital in performing preliminary retinal examination to identify eyes at risk retinopathy of prematurity on the basis of retinal fundus findings up to International Classification of Retinopathy of Prematurity (ICROP) Zone II.

    Methods:

    This is a single-center, cross-sectional, prospective comparative research conducted from June to October 2015 at a tertiary training hospital in the Philippines. All infants referred for retinopathy of prematurity screening within the study period where included. The presence of retinal vessel dilatation and tortuosity were identified by third year ophthalmology residents using indirect funduscopy. The residents fundus findings were then compared to that of a retina consultant who is proficient in the diagnosis and management of retinopathy of prematurity (ROP). The Kappa index was used to rate inter-observer agreement. The correlation between ROP risk factors and the presence of abnormal retinal vessels were assessed using odd ratio computations. Fisher s exact test was used to determine the correlation between retinopathy of prematurity and the presence of retinal dilatation and tortuosity. The McNemar s test was also applied to determine significant differences in the retinal findings of the consultant and ophthalmology residents.

    Results:

    A total of 82 eyes of 41 premature infants were evaluated to determine if retinal findings observed by ophthalmology residents were comparable to that of a retina consultant. Odds ratios show that age of gestation, birth weight, and history of blood transfusion are significantly associated with the presence of retinopathy of prematurity. Retinal vessel tortuosity and dilatation are also more common among infants diagnosed with retinopathy of prematurity. There was no significant difference between the retinal vascular findings of the retina consultant and the third year ophthalmology resident in terms of identifying retinal vessel dilatation and tortuosity (P < 0.05).

    Conclusion:

    After sufficient and in-depth ophthalmology training, third year ophthalmologists, who will be general ophthalmologists in the future, can reliably identify eyes at risk for severe retinopathy of prematurity on the basis of retinal vascular dilatation and/or tortuosity.

     

    Author Contributions
    Received Jul 12, 2018     Accepted Aug 04, 2018     Published Aug 06, 2018

    Copyright© 2018 B. Iguban Eleonore, et al.
    License
    Creative Commons License   This work is licensed under a Creative Commons Attribution 4.0 International License. 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.

    Competing interests

    The authors have declared that no competing interests exist.

    Funding Interests:

    Citation:

    B. Iguban Eleonore, H. Arroyo Milagros (2018) Identification Of Eyes At Risk For Severe Retinopathy Of Prematurity (ROP) By Third Year Ophthalmology Residents In A Tertiary Hospital Journal of Ophthalmic Science. - 2(1):1-15
    DOI 10.14302/issn-2470-0436.jos-18-2222

    Introduction

    Introduction

    Retinopathy of prematurity (ROP) is a proliferative retinal vascular disorder primarily affecting premature or low birth weight infants.1With advancements in neonatal care and increasing survival of preterm infants, there is a parallel increase in the incidence of ROP worldwide. Retinopathy of prematurity accounts for 6-18% of irreversible childhood blindness in both developed and developing countries.2Based on the statistics provided by the World Health Organization (WHO), more than half of the estimated 1.5 million blind children in the world are in Asia.3In the Philippines, almost half a million Filipinos suffer from blindness and fifty percent of them are known to be from a preventable or treatable cause such as ROP.3 In fact, it has been reported that 8.4% of children attending a school for the blind in the Philippines have severe visual impairment secondary to ROP.4

    Retinopathy of prematurity, in its advanced stages, equates to a high economic burden for both the community and the individual since it affects normal motor, social, language, and intellectual development of the child. Numerous studies have shown that blindness as a result of neglected retinopathy of prematurity is preventable when treatment is done at the appropriate time.5Some management options for those with ROP include laser photocoagulation, injection of anti-VEGF, and cryotherapy.5The proven benefit of these treatment modalities has made it imperative for all susceptible infants to undergo routine screening by an ophthalmologist trained in the evaluation and management of ROP. 5

    Current practice guidelines for ROP screening released in 2006 by the American Academy of Pediatrics, the American Association for Pediatric Ophthalmology and Strabismus (AAPOS), and the American Academy of Ophthalmology (AAO) recommended that retinal screening examination should be done on all infants with the following: (1) birth weight of less than 1500g; (2) gestational age of 32 weeks or less, and (3) birth weight less than 2000g or a gestational age more than 32 weeks but with an unstable clinical course. Screening for ROP should be done between 4-6 weeks of post-natal age or between 31 and 33 weeks of post-conceptional age.6A more in depth understanding in the pathogenesis and management of ROP has led to revisions in ROP screening guidelines worldwide with countries creating their own screening strategies tailored to ROP research findings in their population. In the Philippines, the current recommended guidelines for screening and referral of retinopathy of prematurity drafted by the Philippine Retinopathy of Prematurity Working Group (ROPWG) states that all premature infants <35 weeks gestational age (GA), birth weight (BW) <2000grams, and those having an unstable clinical course must be screened for ROP. 7Older and heavier Filipino premature babies are now being screen since Corpus et.al. (2013) reported that using the international ROP guidelines missed some Filipino neonates with severe ROP.8The first examination for ROP screening must be done at 2 weeks post natal age or at 32 weeks post-conceptional age whichever comes earlier.7This procedure would entail adequate pan-retinal examination up to the ora serrata, performed under suitable pupillary dilation and with the use of a binocular indirect ophthalmoscope, a 20D or 28D-condensing lens, and infant lid speculum, and a scleral depressor or indentor.7

    The International classification of ROP (ICROP) of 2005 has served as the basis of numerous multicenter studies on ROP during the last two decades. It has enabled a standardized approach in retinal examination and reporting of findings during ROP screening. The ICROP describes retinal findings with emphasis on the extent of the developing vasculature, the location relative to the optic nerve, which is divided into three zones, and the progressive staging of ROP. The International classification of ROP (ICROP) staging for the severity of ROP has five stages, with stage 1 being the least severe, and stage 5 as the most severe characterized by total retinal detachment. 9A strong predictor of poor outcome in those diagnosed with retinopathy of prematurity (ROP) is the presence of abnormally increased diameter and tortuosity of retinal blood vessels in the posterior pole in two or more quadrants, or “ plus disease.”10

    Examination of the peripheral retina during ROP screening might not always be possible in hospitals and maternal delivery centers. This may be due to either the lack of awareness of pediatricians and midwives regarding ROP screening guidelines11or the absence of available trained ROP specialists in the provinces and far flung communities in the Philippines. Thus, the ability of general ophthalmologists to recognize fundus changes at the posterior pole, suggesting the presence of impending ROP, and who could then refer to ROP subspecialists would promote prompt detection and treatment of the disease.

    The gradual and long learning curve associated with mastering the skill of ROP screening coupled with the widespread lack of trained ROP specialists in most health institutions and maternal delivery centers in the Philippine communities have caused neonates to go unexamined. Irreversible and severe blindness has occurred in these babies who were not screened and managed timely due to inadequate ROP screening programs. The frequency of undetected ROP in these areas justifies the need to investigate the feasibility of an alternative method of screening done by general ophthalmologists who are more present in the provinces and smaller communities. These general ophthalmologists should be able to identify neonates with risk factors for ROP development, recognize ophthalmological signs of possible ROP such as poorly dilating pupils and hazy ocular media, and detect retinal vascular abnormalities warranting immediate referral to a Retina-ROP subspecialist. The results of this research would pave the way for the inclusion of ROP screening techniques in the Philippine Ophthalmology residency training program. This would ensure that all ophthalmology residency graduates would be able to adequately do preliminary ROP screening and recognize cases that would warrant urgent referral to an Retina-ROP subspecialist for timely management. This, in turn, would lessen, if not eliminate, the occurrence of at-risk babies developing severe visual impairment due to lack of access to an ROP examination in the provinces and local communities.

    The aim of the present study is to determine the efficacy of third year ophthalmology residents from a tertiary hospital in performing preliminary retinal examination to identify eyes at risk retinopathy of prematurity on the basis of retinal fundus findings up to International Classification of Retinopathy of Prematurity (ICROP) Zone II.

     

    Results

    Results Inter-observer Agreement of Examining Study Group

    A total of eight (8) third year ophthalmology residents from the PGH- Department of Ophthalmology and Visual Sciences underwent both the pretest and posttest evaluation for the determination of inter-observer agreement. Calculations using Kappa analysis were based on the residents’ assessment of retinal vessel dilatation and tortuosity in a set of pre-determined set of retinal pictures.

    Table 1 and Table 2 show the outcomes of Kappa analysis to determine inter-observer agreement among the examining study group. For the pretest, a very good inter-observer agreement (κ=1.00) was computed for the retinal vessel tortuosity while for the retinal vessel dilatation, there was moderate inter-observer agreement (κ =0.552). On the other hand, posttest results revealed a kappa coefficient of 1.00, which indicates a very good inter-observer agreement for both retinal vessel tortuosity and dilatation.

    Summary of Retinal Vessels Evaluation by Third Year Ophthalmology Residents
    Image No. of residents Tortuosity Dilatation
    Pre-test Post-test Pre-test Post-test
    1 8 8 8 8 8
    2 8 0 0 8 0
    3 8 8 8 5 8
    4 8 8 8 1 0
    5 8 8 8 5 8
    6 8 0 0 0 0
    Estimated Kappa (κ) coefficient for Inter-observer Agreement
      Pre test Post test
    Tortuosity 1.000 1.000
    Dilatation 0.552 1.000
    Demographics and Risk Factors of Preterm Infants Examined for Retinopathy of Prematurity

    The study examining group of ophthalmology residents were able to evaluate eighty-two (82) eyes of forty-one (41) premature babies for retinopathy of prematurity screening within the study period. The baseline characteristics of these neonates are tabulated below. Table 3

    Demographics and Baseline Characteristics of Patients Examined for Retinopathy of Prematurity (n= 41)
    Baseline Characteristics    
    Gender, n(%) Male 19 (46%)
      Female 22 (54%)
    Maternal age (years) Mean +SD 27.32 +6.6
      Median (Range) 27.5 (16 – 42)
    Birth weight (grams) Mean +SD 1316.46 +314.0
      Median (Range) 1300 (890 – 2200)
    Gestational age (weeks) Mean +SD 31 +1.9
      Median (Range) 31 (26 – 34)
    Postconceptional age (weeks) Mean +SD 36 +4.1
      Median (Range) 35 (30 – 51)
    Rubeosis (right eye), n(%) Present 2 (4.9)
      Absent 39 (95.1)
    Rubeosis (left eye), n(%) Present 2 (4.9)
      Absent 39 (95.1)

    The study patients were equally represented in terms of gender, wherein 46% were males and 54% were females. The mean maternal age was 27, and ranges from 16-42 years. Most of the referred babies were born at 30 weeks age of gestation, with birthweights ranging from 890-2200 grams. Mean post-conceptional age upon referral for ROP screening was 36 weeks, and four (4) out of the 82 eyes that were examined had rubeosis on presentation.

    Table 4 shows a summary of the existing identifiable risk factors associated with the development of retinopathy of prematurity in the preterm infants screened for ROP. Almost half (41%) of the referred preterm infants had exposure to oxygen with mechanical ventilation and nasal cannula/oxygen hood as the most common oxygenation method. Thirteen mothers (32%) had spontaneous premature rupture of membranes leading to early delivery. Meanwhile, almost 29% of the premature infants examined had a history of blood transfusion during the perinatal period.

    Presence of Risk Factors in Preterm Infants Examined for Retinopathy of Prematurity Infants (n=41)
    Risk factor classification Risk factor n(%)
    Type of Oxygenation Mechanical ventilation 7 (17.1)
    CPAP 3 (7.3)
    Nasal cannula/oxygen hood  7 (17.1)
    Maternal/gestational risk factors Infection 5 (12.2)
    Placenta previa 0
      Poor nutrition 1 (2.4)
      Pre-eclampsia/ eclampsia 5 (12.2)
      PPROM 13 (31.7)
      Multiple gestation 3 (7.3)
    Perinatal risk factors Transfusion 12 (29.3)
      Jaundice 3 (7.3)
      Sepsis 3 (7.3)
      Syndrome 0
      Seizure 0
      Respiratory distress 1 (2.44)

    The correlation between risk factors and the presence of abnormal retinal vessels as diagnosed by the study’s retina consultant were assessed using odd ratio computations with confidence intervals calculated at 95%. The summary of these computations is shown in Table 5.

    The Correlation of Various Risk Factors with Presence of Dilatation* and Tortuosity*
    Risk factorclassification Risk factor Odds ratio (95% Conf. interval)
    Dilatation Tortuosity
    Type of Oxygenation MechanicalVentilation -         6.22(1.10, 35.36)
    CPAP 3.30(0.25, 43.47) 1.61(0.13, 19.91)
    Nasal cannula/oxygen hood 3.0(0.43, 20.95) 2.89(0.52, 16.03)
    Maternal/gestationalrisk factors Infection 1.55(0.14, 16.85) 2.33(0.33, 16.47)
    Placenta previa -         -        
      Poor nutrition -         -        
      Pre-eclampsia/ eclampsia 1.55(0.14, 16.85) 0.75(0.07, 7.61)
      PPROM 2.5(0.43, 14.54) 1.63(0.37, 7.19)
      Multiple gestation -         -        
    Perinatal risk factors Transfusion  1.25(0.20, 7.94) 3.43(0.77, 1.34)
      Jaundice 3.3(0.25, 43.47) -
      Sepsis 3.3(0.25, 43.47) 7.5(0.60, 93.58)
      Syndrome -         -        
      Seizure -         -        
      Respiratory distress -         -        
    Other factors Maternal age 0.90(0.76, 1.07) 0.93(0.82, 1.06)
      Birth weight 0.99(0.99, 1.00) 1.00(0.998, 1.00)
      Age of gestation 0.45(0.24, 0.84) 0.66(0.44, 1.00)

    Computations of odds ratio revealed that there is an increase risk in developing retinal vessel dilatation and/or tortuosity in the presence of the following risk factors, namely: (1) exposure to any method of oxygenation, (2) maternal infection, (3) pre eclampsia/eclampsia, (4) preterm premature rupture of membranes, (5) history of perinatal blood transfusion, (6) neonatal jaundice, (7) lower birth weight, and (8) earlier age of gestation. Most of the risk factors, however, did not show a statistically significant association for the development of abnormal retinal vessels, except for exposure to mechanical ventilation, birth weight and age of gestation.

    Table 6 shows the correlation of various risk factors with the presence of a clinically diagnosed retinopathy of prematurity. Based on the computations of odds ratio at a 95% confidence interval, it has been shown that only age of gestation, birth weight, and transfusion are significantly associated with the presence of retinopathy of prematurity. Specifically, the risk of ROP is higher for those infants who have a history of perinatal transfusion, lower birth weight and earlier age of gestation.

    The Correlation of Various Risk Factors with Presence of Retinopathy of Prematurity
    Risk factorClassification Risk factor Odds ratio(95% Conf. interval)
         
    Type of Oxygenation Mechanical Ventilation 2.42 (0.41, 11.20)
    CPAP 3.07 (0.226, 36.88)
    Nasal cannula/oxygen hood 2.15 (0.41, 11.20)
    Maternal/gestationalrisk factors Infection 2.36 (0.35, 15.93)
    Placenta previa -
      Poor nutrition -
      Pre-eclampsia/ eclampsia 0.93 (0.14, 6.29)
      PPROM 2.1 (0.55, 7.99)
      Multiple gestation -
    Perinatal risk factors Transfusion 7.87 (1.69, 36.72)
      Jaundice 3.07 (0.26, 36.88)
      Sepsis -
      Syndrome -
      Seizure -
      Respiratory distress -
    Other factors Maternal age 0.95 (0.85, 1.06)
      Birth weight 0.99(0.995, 1.000)
      Age of gestation 0.48 (0.29, 0.78)

    Fisher’s exact test was computed to determine the correlation between retinopathy of prematurity and the presence of retinal dilatation and tortuosity. A significant association was seen between retinal vessel dilatation and tortuosity with the presence of retinopathy of prematurity (see Table 7). In general, retinal vessel tortuosity and dilatation are more common among infants diagnosed with retinopathy of prematurity than those without the disorder.

    The Correlation Between Retinopathy of Prematurity and Retinal Vessel Dilatation and Tortuosity
        Retinopathy of Prematurity *  
        Positive Negative p-value**
    Dilatation Positive 6 0 0.004
      Negative 12 23  
    Tortuosity Positive 9 0 <0.05
      Negative 9 23  

    Diagnosis is based on consultant’s assessment. The condition was present on both left and right eye

    Fisher’s exact test

    The comparison between the retinal vascular findings of the consultants versus the study examining group are summarized in Table 8 and Table 9. Results of the McNemar’s test showed that at p<0.05, there was no significant difference between the retinal vascular findings of the consultant which serves as the “ gold standard” and the third year ophthalmology resident in terms of identifying retinal vessel dilatation and tortuosity.

    Comparison of Retina Consultant vs Ophthalmology Resident Retinal Vessel Dilatation Findings (n=41)
    Eye Consultant Resident Total, n(%) p-value
    Positive Negative
    Right Positive 6 0 6 (14.6) 0.317
      Negative 1 34 35 (85.4)  
      Total, n(%) 7 (17.1) 34 (82.9) 41 (100.0)  
    Left Positive 6 0 6 (14.6) 0.317
      Negative 1 34 35 (85.4)  
      Total , n(%) 7 (17.1) 34 (82.9) 41 (100.0)  
    Comparison of Retina Consultant vs Ophthalmology Resident Retinal Vessel Tortuosity Findings (n=41)
    Eye Consultant Resident Total p-value
    Positive Negative    
    Right Positive 6 3 9 (22.0) 0.083
      Negative 0 32 32 (78.0)  
      Total 6 (14.6) 35 (85.4) 41 (100.0)  
    Left Positive 7 2 9 (22.0) 0.564
      Negative 1 31 32 (78.0)  
      Total 8 (19.5) 33 (80.5) 41 (100.0)  

    Discussion

    Discussion

    Retinopathy of prematurity (ROP), previously known as retro-lental fibroplasia, was initially described by Terry in 1942.12This was during the worldwide epidemic wherein an estimated 12,000 neonates in first world countries suffered visual loss from ROP.13 In the following decades, increasing number of ROP cases were reported in the developed world with the improvements in preterm survival rates and advancements in maternal, delivery, and neonatal care.14

    The pathogenesis of retinopathy of prematurity is biphasic.13The first phase in ROP is initiated with delayed retinal vascular growth after premature birth. The abnormal vascularization of the developing newborn retina creates hypoxia. Phase II commences when the lack of oxygen triggers a release of factors, such as vascular endothelial growth factor (VEGF), which stimulate the growth of new and abnormal retinal vasculature characteristic of ROP.15

    Retinopathy of prematurity has a multifactorial etiology.16The risk factors that have shown a significant association for the developing this condition include low gestational age,17 low birth weight,17 poor weight gain,12sepsis,12oxygen therapy or supplementation,18 and blood transfusions14,19Moreover, those having a history of anemia, interventricular hemorrhage, jaundice, respiratory distress syndrome, seizure, and congenital syndromes may also warrant referral for ROP screening. 7 Perinatal risk factors, on the other hand, that may also alert the pediatrician or neonatologist for the possible need for ROP screening include: maternal infection during the 3rd trimester, placenta previa, poor nutrition, pre-eclampsia/ eclampsia, premature rupture of membranes (PROM) ≥ 18 hours before delivery, and multiple gestation. 7 For this study, we have seen an increased risk of developing abnormal retinal vasculature in infants with exposure to any method of oxygenation, maternal infection, pre-eclampsia/eclampsia, preterm premature rupture of membranes, perinatal blood transfusion, neonatal jaundice, sepsis, low brithweight, and earlier age of gestation. These associations however, were not statistically significant except for exposure to oxygenation from mechanical ventilation, birthweight and age of gestation, which are good predictors for the presence of abnormal retinal vessels.

    Prompt recognition of plus disease is crucial for timely treatment and management of retinopathy of prematurity.21In a study by Saunders in 1995, it was concluded that there was a highly significant correlation between the posterior pole vascular abnormalities and the severity of ROP in the retinal periphery.22 The detection of plus disease, specifically vessel dilatation, vessel congestion and arteriolar tortuosity, depends on the ophthalmologist's subjective evaluation. 23Pre-plus disease, on the other hand, was defined by the ICROP to be vascular abnormalities of the posterior pole that are insufficient for the diagnosis of plus disease but that demonstrate more arteriolar tortuosity and more venular dilatation than normal.24Wallace in 2000 showed that early vascular dilation and tortuosity judged insufficient for plus disease have prognostic significance in the early course of ROP. Those with mild vascular dilation and tortuosity had a significantly higher incidence of progression to laser treatment, stage 3 ROP, and plus disease.24Similar findings could be derived from the results of this study wherein a statistically significant positive correlation was seen between retinal vessel dilatation and tortuosity and the presence of retinopathy of prematurity. Those infants that have abnormal retinal vasculature are more likely to have retinopathy of prematurity in subsequent follow-ups. Furthermore, a higher incidence of retinopathy of prematurity are seen in premature babies who were born with a lower birthweight and earlier age of gestation, as well as in those who have had blood transfusion.

    The detection of vascular and retinal changes in retinopathy of prematurity is hampered by technical difficulties. Therefore, the screening and management of retinopathy of prematurity is usually done by either a retina specialist or a pediatric ophthalmologist.25At present, there are limited reports on the possibility of screening done by non-ROP specialists. Most of the available studies done on this topic were ventured by researchers from developing countries with limited ROP specialists and screening resources similar to the Philippines. Azad in 2006 concluded that given adequate training, Indian general ophthalmologists and non-ophthalmologists (pediatricians and nurse practitioners) are independently reliable in detecting posterior pole changes in ROP babies using direct ophthalmoscope and can be provided with a screening protocol.5Another study by Saunders in 2000 reported that examination of the posterior pole blood vessels can be reliably performed by a non-ophthalmologist, using a direct ophthalmoscope, in situations where ophthalmological consultation is unavailable or difficult to obtain.22 Meanwhile, in study by Romero etal. in 2011, she stated that after training in the use of an indirect ophthalmoscope, pediatricians and neonatologists could reliably detect posterior pole retinal vessel changes for ROP diagnosis in Mexico. 26Our results suggest that with adequate training, ophthalmology residents who, eventually will be general ophthalmologists, can identify retino-vascular abnormalities associated with severe retinopathy of prematurity.

    In a developing country like the Philippines where ROP specialists are few in number, a retinopathy of prematurity screening protocol with general ophthalmologists in the provinces serving as the first line of examiners could hypothetically be more cost-effective, comprehensive, and efficient. This scenario will ensure that every infant needing retinal examination for ROP could be examined immediately for posterior pole vascular abnormalities by adequately trained general ophthalmologists. An appropriate referral system to an ROP specialist could then be instituted to allow proper and timely transfer to a secondary or tertiary health institution, for all high-risk ROP cases that would need immediate and appropriate medical and/or surgical intervention. Moreover, it should be emphasized that the findings of a normal retinal vessels at the time of examination does not rule out the potential of developing ROP in the future. Thus, repeated retinal examinations are suggested to document normal retinal vessels repeatedly or any vascular changes necessitating referral until the criteria for termination for ROP screening are met. One, however, must also consider that for this referral system to be successful, emphasis on the need for ROP training in the national ophthalmology residency program should also be established. Ophthalmology residents, who will soon be the general ophthalmologists in the provinces, should be comprehensively taught the concepts and skills needed to identify ophthalmologic findings suggestive of ROP, using the appropriate equipment.

    The limitations of this study are the small sample size and the sole utilization of retinal vascular dilatation and/or tortuosity as a manifestation of ROP. Since this study focused on a severe presentation of ROP, which is the presence of retinal vessel dilatation and tortuosity (plus disease) only, the results might not be applicable when evaluating less severe cases of retinopathy or prematurity.

    Based on the results of this study, we conclude that given sufficient and in-depth training, third year ophthalmologists, who will be general ophthalmologists in the future, can reliably identify eyes at risk for severe retinopathy of prematurity on the basis of retinal vascular dilatation and/or tortuosity. While this scenario may be far from the ideal setting for ROP screening, the role of general ophthalmologists in the provinces who are able to examined referred preterm babies provides an indispensible resource in health institutions where an on-site ROP specialist is not available.

    Conclusion

    Affiliations:
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