Background
Materials and Methods
Study design
Bacterial Isolates
Phenotypic confirmation of ESBL-producers
Molecular detection
Target gene | Primer name | Sequence | Annealing temp (°C) | Product size (bps) | References |
---|---|---|---|---|---|
bla
CTXM-1
| CTXM1-F | GACGATGTCACTGGCTGAGC | 55 | 500 | [8] |
CTXM1-R | AGCCGCCGACGCTAATACA | ||||
bla
CTXM-3
| CTXM825F | CGCTTTGCCATGTGCAGCACC | 55 | 300 | [8] |
CTXM825R | GCTCAGTACGATCGAGCC | ||||
bla
SHV
| SHV-F | AGGATTGACTGCCTTTTTG | 56 | 392 | [9] |
SHV-R | ATTTGCTGATTTCGCTCG | ||||
bla
TEM
| TEM-C | ATCAGCAATAAACCAGC | 56 | 516 | [9] |
TEM-H | CCCCGAAGAACGTTTTC | ||||
bla
OXA
| OXA-F | ATATCTCTACTGTTGCATCTCC | 56 | 619 | [9] |
OXA-R | AAACCCTTCAAACCATCC |
Amplicon sequencing and in-silico analysis
Statistical Analysis
Results
Demographic data and distribution of clinical isolates
Study year | 2014 | 2015 | 2016 | 2017 | 2014–2017 | Chi-score | p-value |
---|---|---|---|---|---|---|---|
Parameters | |||||||
Initial screening | |||||||
Samples Processed | 400 (22) | 500 (27) | 500 (27) | 435 (24) | 1835 (48) | 9.33 | 0.0023 |
Strains Screened | 230 (23) | 230 (29) | 230 (23) | 250 (25) | 995 (54) | 1.91 | 0.1671 |
3GC-Ra | 134 (27) | 85 (23) | 85 (17) | 166 (33) | 497 (50) | 30.05 | <0.0001 |
Third generation cephalosporin resistant isolates | |||||||
Klebsiella spp. | 22 (18) | 32 (26) | 45 (36) | 25 (20) | 124 (25) | 31.19 | <0.0001 |
Escherichia coli | 106 (33) | 41 (13) | 40 (12) | 134 (42) | 321 (65) | 21.99 | 0.0012 |
Enterobacter spp. | 6 (30) | 12 (60) | 0 (0) | 2 (10) | 20 (4) | 15.95 | 0.0140 |
Pseudomonas spp. | 0 (0) | 24 (100) | 0 (0) | 0 (0) | 24 (5) | 74.48 | <0.0001 |
Acinetobacter spp. | 0 (0) | 3 (38) | 0 (0) | 5 (63) | 8 (2) | 4.32 | 0.6335 |
Demographic Data | |||||||
Gender based distribution | |||||||
Male | 69 (51) | 47 (42) | 47 (55) | 102 (61) | 265 (53) | 11.52 | 0.0342 |
Female | 65 (49) | 65 (58) | 38 (45) | 64 (39) | 232 (47) | ||
Age wise distribution | |||||||
< 1–20 | 17 (25) | 27 (20) | 14 (21) | 10 (15) | 68 (14) | 32.19 | 0.0013 |
21–40 | 33 (23) | 26 (19) | 40 (27) | 47 (32) | 146 (29) | 60.29 | <0.0001 |
41–60 | 45 (26) | 41 (31) | 27 (16) | 61 (35) | 174 (35) | 58.53 | <0.0001 |
61–80 | 39 (37) | 15 (11) | 4 (4) | 47 (45) | 105 (21) | 53.13 | <0.0001 |
> 80 | 0 (0) | 3 (2) | 0 (0) | 1 (25) | 4 (1) | 7.98 | 0.7867 |
Sample source | |||||||
Urine | 80 (58) | 150 (66) | 26 (31) | 16 (33) | 272 (55) | 18.93 | 0.0003 |
Blood | 5 (4) | 11 (5) | 5 (6) | 12 (25) | 33 (7) | 27.4 | <0.0001 |
Pus | 40 (29) | 33 (15) | 18 (21) | 7 (15) | 98 (20) | 9.74 | 0.0209 |
Wound | 2 (1) | 17 (8) | 11 (13) | 13 (27) | 43 (9) | 29.26 | <0.0001 |
Tissue | 2 (1) | 0 (0) | 1 (1) | 0 (0) | 3 (1) | 3.75 | 0.2898 |
Sputum | 3 (2) | 1 (0) | 12 (14) | 0 (0) | 16 (3) | 38.79 | <0.0001 |
Tips | 1 (1) | 0 (0) | 2 (2) | 0 (0) | 3 (1) | 6 | 0.1116 |
Secretions | 0 (0) | 4 (2) | 8 (9) | 0 (0) | 12 (2) | 22.12 | <0.0001 |
Fluid | 3 (2) | 7 (3) | 0 (0) | 0 (0) | 10 (2) | 4.02 | 0.2540 |
High vaginal swab | 2 (1) | 2 (1) | 2 (2) | 0 (0) | 6 (1) | 1.77 | 0.6215 |
Washings | 0 (0) | 1 (0) | 0 (0) | 0 (0) | 1 (0) | 1.2 | 0.731 |
Phenotypic detection tests | |||||||
Phenotypic test | |||||||
ASTb | 134 (27) | 112 (23) | 85 (17) | 166 (33) | 497 (50) | 1.45 | 0.9975 |
CDSTc | 102 (26) | 65 (16) | 85 (21) | 147 (37) | 399 (80) | 20.8 | 0.0136 |
DDSTd | 95 (35) | 89 (33) | 18 (7) | 71 (26) | 273 (55) | 32.19 | 0.0002 |
E-teste | 74 (24) | 84 (28) | 37 (12) | 108 (36) | 303 (61) | 5.36 | 0.8019 |
Phenotypic screening and confirmation of ESBL-producers
Ceftazidime/ceftazidime with clavulanic acid MICa (μg/ml) | ||||||
MIC ratio | > 32/> 4 (ND)a | > 32/0.064 = 500 | > 32/0.125 = 256 | 24/0.19 = 126 | 16/0.38 = 42.1 | 4/0.25 = 16 |
E. coli (n = 321) | 13 (4%) | 241 (75%) | 39 (12%) | 19 (6%) | 3 (1%) | 6 (2%) |
Klebsiella spp. (n = 124) | 2 (1.8%) | 99 (80%) | 10 (8.3%) | 6 (4.6%) | 7 (5.5%) | 0 (0%) |
Pseudomonas spp. (n = 24) | 5 (21%) | 17 (72%) | 2 (8.3%) | 0 (0%) | 0 (0%) | 0 (0%) |
Enterobacter spp. (n = 20) | 2 (10%) | 15 (75%) | 2 (10%) | 0 (0%) | 1 (5%) | 0 (0%) |
Acinetobacter spp. (n = 8) | 6 (75%) | 2 (25%) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) |
Cefotaxime/cefotaxime with clavulanic acid MIC (μg/ml) | ||||||
MIC ratio | > 16/> 1 (ND)b | > 16/0.016 = 1000 | 12/0.023 = 521 | 3/0.023 = 130 | 8/0.125 = 64 | 4/0.094 = 42.5 |
E. coli (n = 321) | 17 (5.4%) | 206 (64%) | 58 (18%) | 17 (5.4%) | 12 (3.7%) | 11 (3.4%) |
Klebsiella spp. (n = 124) | 2 (1.8%) | 85 (69%) | 19 (15%) | 9 (7.4%) | 7 (5.5%) | 2 (1.8%) |
Pseudomonas spp. (n = 24) | 2 (8.3%) | 15 (63%) | 0 (0%) | 0 (0%) | 2 (8.3%) | 1 (4%) |
Enterobacter spp. (n = 20) | 1 (5%) | 2 (10%) | 0 (0%) | 0 (0%) | 0 (0%) | 17 (85%) |
Acinetobacter spp. (n = 8) | 8 (100%) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) |
Isolates | Gender | Number (%) | ESBL-production | Chi-score | Odds ratio | p-value | |
---|---|---|---|---|---|---|---|
Positive (%) | Negative (%) | ||||||
E. coli (n = 321) | Male | 152 (47) | 124 (82) | 28 (18) | 1.834996 | 1.0317 (0.5834–1.8245) | 0.9146 |
Female | 169 (53) | 138 (82) | 31 (18) | ||||
Klebsiella spp. (n = 124) | Male | 68 (55) | 49 (72) | 19 (28) | 4.08124 | 0.989 (0.4502–2.1746) | 0.919 |
Female | 56 (45) | 40 (71) | 16 (29) | ||||
Pseudomonas spp.(n = 24) | Male | 13 (54) | 10 (77) | 3 (23) | 0.994083 | 0.3333 (0.0294–3.775) | 0.375 |
Female | 11 (46) | 10 (91) | 1 (9) | ||||
Enterobacter spp.(n = 20) | Male | 12 (60) | 8 (67) | 4 (33) | 1.123626 | 0.6667(0.0902–4.9281) | 0.6912 |
Female | 8 (40) | 6 (75) | 2 (25) | ||||
Acinetobacter spp. (n = 8) | Male | 3 (38) | 2 (67) | 1 (23) | 0.337912 | 0.4000 (0.0160–10.0173) | 0.5771 |
Female | 5 (62) | 5 (100) | 0 (0) |
Isolates | Age group | Number (%) | ESBL-production | Chi-score | *p-value | |
---|---|---|---|---|---|---|
Positive (%) | Negative (%) | |||||
Escherichia coli (n = 321) | 0–20 | 44 (14) | 41 (93) | 3 (7) | 0.900678 | |
21–40 | 100 (31) | 82 (82) | 18 (3) | 0.767442 | ||
41–60 | 120 (37) | 94 (78) | 26 (3) | 0.045746 | ||
61–80 | 53 (17) | 45 (85) | 8 (6) | 1.40471 | ||
> 80 | 4 (1) | 0 (0) | 4 (75) | 14.33333 | <0.0001 | |
Klebsiella spp. (n = 124) | 0–20 | 22 (18) | 18 (82) | 4 (18) | 0.170543 | |
21–40 | 38 (31) | 28 (74) | 10 (26) | 0.450632 | ||
41–60 | 46 (37) | 35 (76) | 11 (24) | 0.118343 | ||
61–80 | 17 (14) | 10 (59) | 7 (41) | 3.734724 | ||
> 81 | 1 (1) | 1 (100) | 0 (0) | 0.27907 | ||
Pseudomonas spp. (n = 24) | 0–20 | 6 (25) | 5 (83) | 1 (17) | 0.093346 | |
21–40 | 5 (21) | 4 (80) | 1 (20) | 0.00969 | ||
41–60 | 10 (42) | 8 (80) | 2 (20) | 0.01938 | ||
61–80 | 3 (13) | 3 (100) | 0 (0) | 0.837209 | ||
> 81 | 0 (0) | 0 (0) | 0 (0) | |||
Enterobacter spp. (n = 20) | 0–20 | 5 (25) | 4 (80) | 1 (25) | 0.00969 | |
21–40 | 5 (25) | 3 (60) | 2 (67) | 0.968992 | ||
41–60 | 5 (25) | 2 (40) | 3 (150) | 4.273256 | 0.04 | |
61–80 | 5 (25) | 5 (100) | 0 (0) | 1.395349 | ||
> 81 | 0 (0) | 0 (0) | 0 (0) | |||
Acinetobacter spp. (n = 8) | 0–20 | 1 (13) | 0 (0) | 1 (13) | 3.583333 | 0.03 |
21–40 | 3 (38) | 1 (13) | 2 (25) | 3.537468 | 0.03 | |
41–60 | 1 (13) | 1 (13) | 0 (0) | 0.27907 | ||
61–80 | 2 (25) | 1 (13) | 1 (13) | 0.931202 | ||
> 81 | 1 (13) | 1 (13) | 0 (0) | 0.27907 |
Isolates | Total number (%) | ESBL-production | Chi-score | p-value | |
---|---|---|---|---|---|
Positive (%) | Negative (%) | ||||
Escherichia coli
| 321 (65) | 262 (82) | 59 (18) | 6.792369985 | .00951 |
Klebsiella spp.
| 124 (25) | 89 (72) | 35 (28) | ||
Pseudomonas spp.
| 24 (5) | 20 (83) | 4 (17) | ||
Enterobacter spp.
| 20 (4) | 14 (70) | 6 (30) | ||
Acinetobacter spp.
| 8 (2) | 7 (88) | 1 (13) |
Molecular detection
Sample (N = 497) | Number (%) | ESBL-production | Chi-score | p-value | |
---|---|---|---|---|---|
Positive (%) | Negative (%) | ||||
Urine | 271 (55) | 221 (82) | 50 (18) | 19.50840541 | <0.0001 |
Pus | 97 (20) | 73 (75) | 24 (25) | ||
Wound Swab | 39 (8) | 33 (85) | 6 (15) | ||
Fluids and secretions | 24 (5) | 16 (67) | 8 (33) | ||
Catheters and tips | 17 (3) | 11 (65) | 6 (35) | ||
Blood | 18 (4) | 10 (56) | 8 (44) | ||
Sputum | 16 (3) | 16 (100) | 0 (0) | ||
High Vaginal Swab | 7 (2) | 6 (88) | 1 (12) | ||
Others | 6 (1) | 6 (100) | 0 (0) |
Gene variant | Total (n = 392) | Escherichia coli (n = 321) | Klebsiella pneumoniae (n = 124) | Enterobacter cloacae (n = 20) | Pseudomonas aeruginosa (n = 24) | Acinetobacter baumannii (n = 8) | Chi-score | *p-value |
---|---|---|---|---|---|---|---|---|
bla
CTXM-1
| 303 (76) | 238 (74) | 53 (43) | 5 (25) | 7 (29) | 0 (0) | 13.2333292 | < 0.0001 |
bla
CTX-M-15
| 260 (86) | 204 (98) | 48 (91) | 3 (50) | 5 (71) | 0 (0) | 6.336967046 | 0.0118 |
bla
OXA
| 203 (52) | 126 (39) | 35 (28) | 15 (75) | 19 (79) | 8 (100) | 11.31364661 | <0.0001 |
bla
OXA-1
| 99 (49) | 69 (55) | 0 (0) | 7 (50) | 0 (0) | 0 (0) | 4.800612279 | 0.0284 |
bla
OXA-50
| 7 (3) | 0 (0) | 0 (0) | 0 (0) | 7 (100) | 0 (0) | 3.997740394 | 0.0456 |
bla
OXA-144
| 2 (1) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 2 (25) | 32.84026642 | <0.0001 |
bla
OXA-23
| 4 (2) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 4 (50) | 65.68053525 | <0.0001 |
bla
OXA-371
| 2 (1) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 2 (25) | 32.84026642 | <0.0001 |
bla
OXA-58
| 2 (1) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 2 (25) | 32.84026642 | <0.0001 |
bla
OXA-68
| 2 (1) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 2 (25) | 32.84026642 | <0.0001 |
bla
OXA-94
| 2 (1) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 2 (25) | 32.84026642 | <0.0001 |
bla
TEM
| 109 (28) | 82 (29) | 23 (19) | 4 (20) | 0 (0) | 0 (0) | 16.56736583 | <0.0001 |
bla
TEM-1B
| 69 (34) | 76 (33) | 19 (83) | 1 (25) | 0 (0) | 0 (0) | 1.942065018 | |
bla
SHV
| 82 (21) | 10 (3) | 65 (52) | 7 (35) | 0 (0) | 0 (0) | 13.56652163 | <0.0001 |
bla
SHV-10
| 5 (6) | 1 (10) | 4 (8) | 0 (0) | 0 (0) | 0 (0) | 5.566456898 | 0.0183 |
bla
SHV-11
| 47 (57) | 0 (0) | 47 (89) | 0 (0) | 0 (0) | 0 (0) | 22.26584202 | <0.0001 |
bla
SHV-1
| 13 (16) | 0 (0) | 13 (25) | 0 (0) | 0 (0) | 0 (0) | 16.69937791 | <0.0001 |
bla
SHV-27
| 4 (5) | 0 (0) | 4 (8) | 0 (0) | 0 (0) | 0 (0) | 5.566456898 | 0.0183 |
bla
SHV-28
| 4 (5) | 0 (0) | 4 (8) | 0 (0) | 0 (0) | 0 (0) | 5.566456898 | 0.0183 |
bla
SHV-83
| 24 (29) | 0 (0) | 24 (45) | 0 (0) | 0 (0) | 0 (0) | 5.566456898 | 0.0183 |
Gene combinations | ||||||||
blaCTX-M-15 + blaOXA-1 | 71 (14) | 55 (60) | 5 (42) | 2 (10) | 0 (0) | 0 (0) | 5.44065331 | 0.0197 |
blaOXA-1 + blaTEM-1B | 30 (6) | 22 (20) | 6 (50) | 1 (5) | 0 (0) | 1 (13) | 0.485769791 | |
blaCTX-M-15 + blaTEM-1B | 44 (9) | 33 (7) | 10 (8) | 0 (0) | 0 (0) | 1 (13) | 1.009389671 | |
blaCTX-M-15 + blaSHV-11 | 4 (3) | 0 (0) | 4 (33) | 0 (0) | 0 (0) | 0 (0) | 19.46666667 | <0.0001 |
blaCTXM-15 + blaOXA-1 + blaTEM-1B | 28 (4) | 22 (7) | 5 (4) | 0 (0) | 0 (0) | 1 (25) | 0.234071093 |