Repeat peritonitis in peritoneal dialysis : A cohort study

Authors

  • Nabil Hmaidouch Ibn Sina University Hospital Center and Mohammed V University of Rabat, Faculty of Medicine and Pharmacy of Rabat, Department of Nephrology Dialysis Kidney Transplantation, Rabat (Morocco) https://orcid.org/0009-0004-1394-055X
  • Sara El Maakoul Ibn Sina University Hospital Center and Mohammed V University of Rabat, Faculty of Medicine and Pharmacy of Rabat, Department of Nephrology Dialysis Kidney Transplantation, Rabat (Morocco)
  • Hajar Fitah Ibn Sina University Hospital Center and Mohammed V University of Rabat, Faculty of Medicine and Pharmacy of Rabat, Department of Nephrology Dialysis Kidney Transplantation, Rabat (Morocco)
  • Naima Ouzeddoun Ibn Sina University Hospital Center and Mohammed V University of Rabat, Faculty of Medicine and Pharmacy of Rabat, Department of Nephrology Dialysis Kidney Transplantation, Rabat (Morocco)
  • Loubna Benamar Ibn Sina University Hospital Center and Mohammed V University of Rabat, Faculty of Medicine and Pharmacy of Rabat, Department of Nephrology Dialysis Kidney Transplantation, Rabat (Morocco) https://orcid.org/0000-0003-1998-0320

DOI:

https://doi.org/10.25796/bdd.v7i1.83363

Keywords:

peritoneal dialysis, peritonitis, repeat peritonitis, catheter removal

Abstract

Introduction: The understanding of the pathophysiological mechanisms of repeat peritonitis, defined as the occurrence of peritonitis more than 4 weeks after the end of appropriate antibiotic treatment for a previous episode involving the same germ, remains limited.


Methods: We studied the outcomes of 26 episodes of repeat peritonitis between 2006 and 2024 (Repeat Group) and compared them with 23 episodes of relapsing peritonitis (Relapse Group) and 84 episodes of peritonitis preceded by 4 weeks or more by another episode with a different organism (Control Group).


Results: The majority of cases of repeat peritonitis are caused by gram-positive organisms (65.5%), predominantly Staphylococcus aureus (38.5%), whereas most episodes of relapsing peritonitis are culture-negative (69.5%), followed by gram-negative bacilli episodes (17.4%).
Exit site infection is significantly associated with PD peritonitis. Gram-positive cocci are responsible for 95.5% of exit site infections, mainly due to Staphylococcus aureus.
In the Repeat Group, 14 (66%) patients achieved primary response, and 10 (47%) of them reached complete cure. After the first episode of repeat peritonitis, 3 (14%) patients had their catheter removed and were transferred to long-term hemodialysis. ; however, the risk of developing relapsing peritonitis was 4.7%, and recurrent peritonitis was 9.5%.


Conclusion: The definition of repeat peritonitis is clear. Despite a favorable outcome with antibiotic treatment, the risk of further episodes of peritonitis remains high, threatening the time on peritoneal dialysis therapy and the life of the patient.

 

Introduction

Peritoneal dialysis (PD) associated-peritonitis is the most common and dreadful complication of PD.

Outcomes of peritonitis vary considerably from one country to another, ranging from cure with antibiotics (69.0-80.7%), catheter removal (10.8-20.4%), or mortality (1.8-6.0%)(Szeto, 2011).

On the other hand, mortality related to peritonitis was defined and reported differently in 55% of studies, with a prevalence ranging from 10% to 20%(Szeto, 2011)(Fried & Bernardini, 1996)(Ye & Zhou, 2017-06-05)(Hassan & Murali, 2022-11).

The International Society of Peritoneal Dialysis (ISPD) 2022 recommendations clearly define repeat peritonitis as an episode of peritonitis occurring more than 4 weeks after the end of antibiotic treatment for a previous episode with the same organism. In contrast, relapsing peritonitis is defined as an episode of peritonitis occurring within 4 weeks of the end of appropriate antibiotic treatment for a previous episode with the same organism, or a sterile episode, and a recurrent peritonitis as an episode that occurs within 4 weeks after completion of therapy but with a different organism(Li et al., 2022).

Regardless of the type of peritonitis, the occurrence of new episodes suggests persistence of infection and may be associated with an increased risk of infectious complications; the prognosis will depend on how quickly the cause is identified and treated.

The aim of this study is to identify patients at risk of developing repeat peritonitis, to understand the associated factors and to assess the outcomes in order to prolong the survival of the technique and to lower morbidity and mortality.

Materials and methods

Patient Selection

From the 2006 opening of our PD unit until January 2024, 235 patients were recruited in our unit.

All episodes of PD peritonitis during this period were carefully considered. (Figure 1)

Figure 1.Example caption for this image

Data was collected by reviewing the French Language Peritoneal Dialysis Registry (RDPLF) database, as well as each patient’s hospital records.

According to the ISPD guidelines(Li et al., 2022), PD peritonitis was diagnosed when at least two of the following are present : 1) abdominal pain and/or cloudy dialysis effluent; 2) dialysis effluent white cell count > 100/μL or > 0.1 x 109 /L (after a dwell time of at least 2 h), with > 50% polymorphonuclear leukocytes (PMN); 3) positive dialysis effluent culture.

In this study and according to ISPD guidelines , we defined repeat peritonitis as an episode that occurs more than 4 weeks after completion of therapy of a prior episode with the same organism.

In the 18 years of the study period, 378 episodes of PD peritonitis (in 9 389 patient-months of treatment) were recorded in our unit. 26 episodes (6.8%) were repeat peritonitis. The result is compared with 23 episodes of relapsing peritonitis during the same period (the Relapse Group), and 84 episodes of peritonitis which had been preceded by another episode caused by a different organism 4 weeks to 24 months (the Control Group). We excluded culture-negative and polymicrobial episodes while selecting the control episodes.

The demographic characteristics, underlying medical conditions, previous PD peritonitis, catheter removal, and clinical outcome were also examined.

Microbiological investigation

Bacterial culture of the dialysate fluid was performed on Chapman and/or chocolate agar, and on Cystine–lactose–electrolyte-deficient (CLED) and blood agar.

Clinical management

PD peritonitis episodes were treated according to the standard antibiotic protocol of our center at the time, which was systematically modified over time.

We initially administer Ceftazidime and Cefazolin IP or IV, plus an aminoglycoside. Antibiotic regimens for individual patients were modified when culture results were available, and the peritoneal dialysis effluent was regularly inspected. Antibiotic therapy was continued for a total of 14 days for episodes caused by Staphylococcus coagulase negative and 21 days for episodes caused by gram negative bacillus or Staphylococcus aureus.

Primary response was defined clinically as the resolution of abdominal pain, clarification of dialysate on day 5 with antibiotics alone.

Complete cure was defined as complete resolution of PD peritonitis with antibiotics alone without relapse or recurrence within 4 weeks after completion of treatment. The Tenckhoff catheter was removed only after staff discussion. If the catheter is removed, antibiotics are maintained for an additional two weeks . If reinsertion of a new catheter was contraindicated, we consider it as a technique failure and the patient transferred to long term hemodialysis.

Statistical Analysis

Qualitative variables were expressed as numbers and percentages, and compared using the chi-square test. Quantitative variables were expressed either as the mean ± standard deviation (SD)

if the distribution of the variable was normal, and compared using the t student or ANOVA , or as the median with the interquartile range if the distribution of the variable was asymmetric.

Statistical analyses were performed using Jamovi 2.3.21

Results

In our study, 96 patients were included ,with a sex ratio of 1.4 (M/F), while the mean age was 50 ±17,3 years.

While 79,2% of our patients were on Continuous ambulatory peritoneal dialysis (CAPD), 85.4% were autonomous.

Of all our patients, 21 (Repeat Group) developed a repeat peritonitis, 19 patients (Relapse Group) developed relapsing peritonitis, and 56 patients (Control Group) had an episode of peritonitis which had been preceded 4 weeks to 24 months by another episode caused by a different organism.

The baseline clinical characteristics at the time of PD peritonitis of the patients are summarized in Table I. There is no significant difference in the baseline clinical characteristics between groups.

 

Repeat

Group

Relapse 

Group

Control

Group

Comparing Repeat

and Relapse Groups

Comparing Repeat

and Control Groups

No. of patients

21

19

56

-

-

Sex (men:women)

15:6

8:11

34:22

0,123

0,632

Age (years)

44 ±18

42,6 ±16,8

51,1 ± 16,8

0,692

0,149

Duration of dialysis (months)

39  ± 33,7

26,3  ± 23,3

36,3 ± 27,9

0,179

0,718

Duration from last peritonitis  episode (months)

mean  ±  SD

median (range)

 

 

19,9 ± 16,7

19 (7,5-30,5)

 

 

13,8 ±16,2

6 (1-26)

 

 

16,3 ± 16,5

12 (6-19)

 

 

0,432

 

 

0,595

No. of previous peritonitis

 episode

mean  ±   SD

median (range)

 

 

2,67 ± 1,2

2 (2-3)

 

 

3,37 ± 1,61

2 (2-4)

 

 

2,15 ± 0,448

2 (2-2.5)

 

 

0,134

 

 

0,024

Diagnosis, no. of cases (%)

glomerulonephritis

diabetes

hypertension

polycystic

others/unknown

Tubulointerstitial

 

3 (14,3%)

4 (19%)

3 (14,3%)

2 (9,5%)

6 (28,6%)

3 (14,3%)

 

6 (31,6%)

5 (26,3%)

0 (0%)

0 (0%)

7 (36,8%)

1 (5,3%)

 

5 (8,9%)

7 (12,5%)

8 (14,3%)

7 (12,5%)

18 (32,1%)

11 (19,6%)

 

 

Charlson’s index score

mean ± SD

median (range)

 

2,52 ± 0,98

2 (2-3)

 

2,63 ± 1,01

2 (2-3,5)

 

2,63 ± 0,906

2 (2-3)

 

0,727

 

0,666

Table I.

 

Causative Organisms

The microbiological cause of the peritonitis is summarized in Table II.

 

 

Repeat Group

Relapse Group

Control Group

Gram-positive Cocci (GPC)

Staphylococcus aureus

Coagulase Negative Staphylococcus

other Staphylococcus species

other Streptococcus species

17 (65.5%)

 10 (38.5%)

5  (19%)

2 (8%)

0

3 (13%)

2 (8,7%)

0

1 (4,3%)

0

45 (53.7%)

19 (22%)

6 (7%)

19 (22%)

1 (1,2%)

Gram negative Bacilli (GNB)

Escherichia coli

Pseudomonas aeruginosa

Others

9 (34.5%)

4 (15.5%)

3 (11.5%)

2 (7.5%)

4 (17.4%)

0

2 (8,7%)

2 (8,7%)

31 (41%)

   8 (9,3%)

5 (6%)

22 (25.5%)

Fungi

0

0

3 (3.5%)

Mycobacterium

0

0

3 (3,5%)

Culture-negative

0

16 (69.5%)

0

Total

26

23

86

Table II.

 

There was a significant difference in the distribution of the causative organisms between groups.

Staphylococcus aureus (38.5%) is significantly the germ most frequently involved in repeat peritonitis. Although not significant, Escherichia coli (15.5%) was less frequent in this group. However, no fungi or mycobacteria were identified.

Exit-Site Infection

The microbiological cause of exit site infections in the year preceding the occurrence of peritonitis is summarized in Table IIITable III.

 

Repeat Group

Relapse Group

Exit site infection per year

1 [0-2.5]

1 [0-4]

Gram-positive Cocci (GPC)

Staphylococcus aureus

        Coagulase Negative Staphylococcus

other Staphylococcus species

other Streptococcus species

22 (95.5%)

20 (87%)

2 (8.5%)

0

0

13 (54%)

12 (50%)

1 (4%)

0

0

Gram negative Bacilli (GNB)

Pseudomonas aeruginosa

Enterobacter cloacae

Klebsiella pneumoniae

1 (4.3%)

0

0

1 (4.3%)

11 (45%)

8 (33%)

2 (8%)

1 (4%)

Table III.

 

 

Exit site infection is significantly associated with the occurrence of peritonitis (p < 0.001)

In the Repeat Group, GPC were responsible for 95.5% of exit site infections, mainly due to S. aureus (87% of cases), and only 38% of exit site infections were concomitant with peritonitis (p = 0.769).

Outcome of repeat peritonitis under antibiotic therapy

The main clinical results are shown in Figure 2.

Figure 2.Outcome of repeat peritonitis

After a follow-up of 24 months, primary response was achieved in 14 (66%) patients, 11 of them had a GPC PD peritonitis, and a complete cure was reached in 10 (47%) patients.

We recorded one more episode of repeat peritonitis in 4 (19%) patients over an average period of 9 months, and 2 repeat episodes in one (4.7%) patient after two months of the first episode.

Relapsing peritonitis occurred in only one (4.7%) patient. Recurrent peritonitis occurred in 2 (9.5%) patients.

The PD catheter was removed at the first episode of repeat peritonitis in 3 (14%) patients , two of them because of fungal PD peritonitis co-infection , and one of them because of repeated and concomitant tunnel infection.

Discussion

In our study, only 6.8% of all episodes of PD peritonitis were followed by repeat peritonitis, a lower incidence compared to results reported by other studies(Szeto, 2011)(Reis, 2021-01-30).

Our results showed that the rate of repeat peritonitis due to S. aureus and CNSs was approximately 65.5%, which is significantly higher than other reports(Fahim, 2010)(Szeto, 2009)(Sridevi, n.d.).

Unlike the time duration of PD and the time elapsed since the previous episode, the occurrence of an exit site infection in the previous year was significantly associated with the occurrence of peritonitis.

We observed a significant difference between the type of causative germ for repeat peritonitis and that responsible for relapsing peritonitis, suggesting the need for different therapeutic approaches.

Contrary to general expectations [10] (Thirugnanasambathan, 2012-01-01), we noted that episodes of repeat peritonitis had a higher initial response rate and a lower catheter removal rate , probably due to the generally good response to antibiotics of the causative germ, in contrast to other pathogens in the other groups, notably fungi and mycobacterial episodes, which have a high catheter withdrawal rate, which we have found in previous reports(Szeto, 2009).

From a practical perspective, our results highlight the importance of giving particular attention to episodes of repeat peritonitis. Although initial antibiotic therapy may be effective, there is a significant risk of further episodes, indicating subsequent catheter removal.

Nevertheless, risk factors associated with PD peritonitis, such as hypokalaemia [11], obesity, poor lifestyle, immunosuppression, should be investigated and treated, not forgetting treatment of nasal carriage of Staphylococcus aureus and exit site infections (Al-Hwiesh & Abdul Rahman, 2008)(Abud & Kusumota, 2015).

Gastrointestinal disorders that can cause endogenous infections [14] (Tranaeus & Heimbürger, 1990)must be detected and managed as well, such as diverticulosis. On the other hand, Gastrointestinal and gynecologic procedures carry also a risk of PD peritonitis and may be the source of repeat or relapsing peritonitis. For this reason, the ISPD guidelines recommend appropriate antibiotic prophylaxis before each procedure(Li et al., 2022)(Nadeau-Fredette & Bargman, 2014)(Chan, 2022-03-02). Surprisingly, there is no association between polycystic kidney disease and PD peritonitis according to several studies (Lobbedez & Verger, 2011-07-01)(Portoles et al., 2011-09)(Prischl & Dieplinger, 2005-12).

Finally, as reported in a number of studies, increased vigilance and retraining of medical and nursing staff and patients are mandatory to prevent the occurrence of PD peritonitis(Ljungman & Jensen, 2020-03-02)(López & Fano, 2022-03).

Conclusion

Repeat peritonitis is a specific clinical entity. Although they generally have a satisfactory primary response to antibiotic therapy, they present a substantial risk of developing relapsing, recurrent or even more episodes of repeat peritonitis. Therefore, a local cause must be identified and taken care of, and catheter removal should be considered.

Funding

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

Declaration of interests

No conflict of interest to declare.

References

  1. Szeto C.C.. Repeat Peritonitis in Peritoneal Dialysis: Retrospective Review of 181 Consecutive Cases. Clin J Am Soc Nephrol CJASN. 2011; Apr;6(4):827–33
  2. Fried L.F., Bernardini J.. Peritonitis influences mortality in peritoneal dialysis patients. J Am Soc Nephrol JASN. 1996; Oct;7(10):2176–82
  3. Ye H., Zhou Q.. The impact of peritoneal dialysis-related peritonitis on mortality in peritoneal dialysis patients. BMC Nephrol. 2017.
  4. Hassan H.I.C., Murali K.. Association of Peritonitis With Cardiovascular Mortality Over Time in the Peritoneal Dialysis Population: An Australia and New Zealand Dialysis and Transplant Registry Study. Kidney Int Rep. 2022; 1;7(11):2388–96
  5. Li P.K.T., Chow K.M., Cho Y., Fan S., Figueiredo A.E., Harris T.. ISPD peritonitis guideline recommendations: 2022 update on prevention and treatment. Perit Dial Int J Int Soc Perit Dial. 2022; Mar;42(2):110–53
  6. Reis M.. Repeat and Relapsing Peritonitis Microbiological Trends and Outcomes: A 21-Year Single-Center Experience. Int J Nephrol. 2021.
  7. Fahim M.. Nephrol Dial Transplant Off Publ Eur Dial Transpl Assoc - Eur Ren Assoc. 2010.
  8. Szeto C.C.. Recurrent and relapsing peritonitis: causative organisms and response to treatment. Am J Kidney Dis Off J Natl Kidney Found. 2009; Oct;54(4):702–10
  9. Sridevi G.. Perit Dial Int J Int Soc Perit Dial.
  10. Thirugnanasambathan T.. Repeated peritoneal dialysis-associated peritonitis: a multicenter registry study. Am J Kidney Dis Off J Natl Kidney Found. 2012.
  11. Piraino B.M.. Correction of Hypokalemia in Peritoneal Dialysis Patients May Decrease Peritonitis Risk. Am J Kidney Dis. 2022; v;80(5):564–5
  12. Al-Hwiesh A.K., Abdul Rahman I.S.. Prevention of Staphylococcal Peritonitis in CAPD Patients Combining Ablution and Mupirocin. Saudi J Kidney Dis Transplant. 2008; Oct;19(5):737
  13. Abud A.C.F., Kusumota L.. Peritonitis and catheter exit-site infection in patients on peritoneal dialysis at home. Rev Lat Am Enfermagem. 2015; 23(5):902-9.
  14. Tranaeus A., Heimbürger O.. Diverticular disease of the colon: a risk factor for peritonitis in continuous peritoneal dialysis. Nephrol Dial Transplant Off Publ Eur Dial Transpl Assoc - Eur Ren Assoc. 1990; 5(2):141-7.
  15. Nadeau-Fredette A.C., Bargman J.M.. Gastroscopy-Related Peritonitis in Peritoneal Dialysis Patients. Perit Dial Int J Int Soc Perit Dial. 2014; 34(6):667-70.
  16. Chan G.C.K.. Risk of peritonitis after gastroscopy in peritoneal dialysis patients. Perit Dial Int J Int Soc Perit Dial. 2022.
  17. Lobbedez T., Verger C.. Peritoneal dialysis in polycystic kidney disease patients. Report from the French peritoneal dialysis registry (RDPLF. Nephrol Dial Transplant. 2011.
  18. Portoles J.M., Tato A.M., López-Sánchez P.. Peritoneal Dialysis for Patients With Polycystic Kidney Disease in Spain. Am J Kidney Dis. 2011; 1;58(3):493
  19. Prischl F.C., Dieplinger G.. Peritonealdialyse bei Patienten mit Polyzystischer Nierendegeneration. Wien Klin Wochenschr. 2005; 1;117(6):24–8
  20. Ljungman S., Jensen J.E.. Retraining for prevention of peritonitis in peritoneal dialysis patients: A randomized controlled trial. Perit Dial Int J Int Soc Perit Dial. 2020.
  21. López A.S., Fano B.L.. A retraining program reduces the rate of peritonitis in peritoneal dialysis. Nefrol Engl Ed. 2022; 1;42(2):219–20

References

Szeto CC. Repeat Peritonitis in Peritoneal Dialysis: Retrospective Review of 181 Consecutive Cases. Clin J Am Soc Nephrol CJASN. 2011 Apr;6(4):827–33.

Fried LF, Bernardini J. Peritonitis influences mortality in peritoneal dialysis patients. J Am Soc Nephrol JASN. 1996 Oct;7(10):2176–82.

Ye H, Zhou Q. The impact of peritoneal dialysis-related peritonitis on mortality in peritoneal dialysis patients. BMC Nephrol. 2017 Jun 5;18:186.

Hassan HIC, Murali K. Association of Peritonitis With Cardiovascular Mortality Over Time in the Peritoneal Dialysis Population: An Australia and New Zealand Dialysis and Transplant Registry Study. Kidney Int Rep. 2022 Nov 1;7(11):2388–96.

Li PKT, Chow KM, Cho Y, Fan S, Figueiredo AE, Harris T, et al. ISPD peritonitis guideline recommendations: 2022 update on prevention and treatment. Perit Dial Int J Int Soc Perit Dial. 2022 Mar;42(2):110–53.

Reis M. Repeat and Relapsing Peritonitis Microbiological Trends and Outcomes: A 21-Year Single-Center Experience. Int J Nephrol. 2021 Jan 30;2021:1–5.

Fahim M. Coagulase-negative staphylococcal peritonitis in Australian peritoneal dialysis patients: predictors, treatment and outcomes in 936 cases. Nephrol Dial Transplant Off Publ Eur Dial Transpl Assoc - Eur Ren Assoc. 2010 Oct;25(10):3386–92.

Szeto CC. Recurrent and relapsing peritonitis: causative organisms and response to treatment. Am J Kidney Dis Off J Natl Kidney Found. 2009 Oct;54(4):702–10.

Sridevi G. Staphylococcus aureus peritonitis in Australian peritoneal dialysis patients: predictors, treatment, and outcomes in 503 cases. Perit Dial Int J Int Soc Perit Dial

Thirugnanasambathan T. Repeated peritoneal dialysis-associated peritonitis: a multicenter registry study. Am J Kidney Dis Off J Natl Kidney Found. 2012 Jan;59(1):84–91.

Piraino BM. Correction of Hypokalemia in Peritoneal Dialysis Patients May Decrease Peritonitis Risk. Am J Kidney Dis. 2022 Nov;80(5):564–5.

Al-Hwiesh AK, Abdul Rahman IS. Prevention of Staphylococcal Peritonitis in CAPD Patients Combining Ablution and Mupirocin. Saudi J Kidney Dis Transplant. 2008 Oct;19(5):737.

Abud ACF, Kusumota L. Peritonitis and catheter exit-site infection in patients on peritoneal dialysis at home. Rev Lat Am Enfermagem. 2015;23(5):902–9.

Tranaeus A, Heimbürger O. Diverticular disease of the colon: a risk factor for peritonitis in continuous peritoneal dialysis. Nephrol Dial Transplant Off Publ Eur Dial Transpl Assoc - Eur Ren Assoc. 1990;5(2):141–7.

Nadeau-Fredette AC, Bargman JM. Gastroscopy-Related Peritonitis in Peritoneal Dialysis Patients. Perit Dial Int J Int Soc Perit Dial. 2014;34(6):667–70.

Chan GCK. Risk of peritonitis after gastroscopy in peritoneal dialysis patients. Perit Dial Int J Int Soc Perit Dial. 2022 Mar;42(2):162–70.

Lobbedez T, Verger C. Peritoneal dialysis in polycystic kidney disease patients. Report from the French peritoneal dialysis registry (RDPLF). Nephrol Dial Transplant. 2011 Jul 1;26(7):2332–9.

Portoles JM, Tato AM, López-Sánchez P. Peritoneal Dialysis for Patients With Polycystic Kidney Disease in Spain. Am J Kidney Dis. 2011 Sep 1;58(3):493.

Prischl FC, Dieplinger G. Peritonealdialyse bei Patienten mit Polyzystischer Nierendegeneration. Wien Klin Wochenschr. 2005 Dec 1;117(6):24–8.

Ljungman S, Jensen JE. Retraining for prevention of peritonitis in peritoneal dialysis patients: A randomized controlled trial. Perit Dial Int J Int Soc Perit Dial. 2020 Mar;40(2):141–52.

López AS, Fano BL. A retraining program reduces the rate of peritonitis in peritoneal dialysis. Nefrol Engl Ed. 2022 Mar 1;42(2):219–20.

Submitted

2024-04-12

Accepted

2024-04-15

Published

2024-04-20

How to Cite

1.
Hmaidouch N, El Maakoul S, Fitah H, Ouzeddoun N, Benamar L. Repeat peritonitis in peritoneal dialysis : A cohort study. Bull Dial Domic [Internet]. 2024 Apr. 20 [cited 2026 Feb. 15];7(1):1-9. Available from: https://bdd.rdplf.org/index.php/bdd/article/view/83363