| Literature DB >> 25009134 |
Rajesh Rajendran1, Christopher Kerry1, Gerry Rayman1.
Abstract
OBJECTIVES: To determine whether temporal patterns of hypoglycaemia exist in inpatients with diabetes 'at risk' of hypoglycaemia (those on insulin and/or sulfonylureas), and if so whether patterns differ between hospitals and between these treatments.Entities:
Keywords: DIABETES & ENDOCRINOLOGY; INTERNAL MEDICINE
Mesh:
Substances:
Year: 2014 PMID: 25009134 PMCID: PMC4091462 DOI: 10.1136/bmjopen-2014-005165
Source DB: PubMed Journal: BMJ Open ISSN: 2044-6055 Impact factor: 2.692
Individual data from the 11 NHS Trusts
| Variable | Each individual Trust data | Combined data across all Trusts | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | ||
| Number of beds* | 537 | 690 | 344 | 264 | 449 | 939 | 680 | 997 | 274 | 690 | 293 | 6157 |
| Diabetes inpatient specialist nurse time devoted to inpatient diabetes care† | 75.5 | 97 | 30 | 20 | 20 | 78 | 75 | 52 | 10 | 32 | 48.5 | 538 |
| Number of ‘at risk’ participants | ||||||||||||
| All | 85 | 82 | 40 | 43 | 67 | 156 | 73 | 155 | 50 | 74 | 41 | 866 |
| Insulin | 50 | 56 | 26 | 18 | 39 | 103 | 44 | 96 | 29 | 52 | 28 | 541 |
| Sulfonylurea | 32 | 25 | 12 | 22 | 24 | 44 | 22 | 52 | 18 | 20 | 12 | 283 |
| Both‡ | 3 | 1 | 2 | 3 | 4 | 9 | 7 | 7 | 3 | 2 | 1 | 42 |
| Number of hypoglycaemic readings | ||||||||||||
| All | 334 | 163 | 136 | 115 | 264 | 432 | 234 | 316 | 159 | 198 | 170 | 2521 |
| Insulin | 219 | 107 | 90 | 61 | 161 | 257 | 161 | 199 | 96 | 118 | 125 | 1594 |
| Sulfonylurea | 105 | 55 | 34 | 51 | 89 | 154 | 61 | 104 | 46 | 68 | 34 | 801 |
| Both‡ | 10 | 1 | 12 | 3 | 14 | 21 | 12 | 13 | 17 | 12 | 11 | 126 |
| Mild hypoglycaemia | 239 | 124 | 86 | 81 | 177 | 309 | 165 | 203 | 103 | 134 | 108 | 1729 |
| Severe hypoglycaemia | 95 | 39 | 50 | 34 | 87 | 123 | 69 | 113 | 56 | 64 | 62 | 792 |
| Hypoglycaemia per 100 bed ratio§ | ||||||||||||
| All | 62.2 | 23.6 | 39.5 | 43.6 | 58.8 | 46 | 34.4 | 31.7 | 58 | 28.7 | 58 | 41 |
| Mild hypoglycaemia | 44.5 | 18 | 25 | 30.7 | 39.4 | 32.9 | 24.3 | 20.4 | 37.6 | 19.4 | 36.9 | 28.1 |
| Severe hypoglycaemia | 17.7 | 5.6 | 14.5 | 12.9 | 19.4 | 13.1 | 10.1 | 11.3 | 20.4 | 9.3 | 21.1 | 12.9 |
| Hypoglycaemic readings per participant | ||||||||||||
| Median | 2 | 1 | 2 | 2 | 3 | 2 | 2 | 2 | 2 | 1 | 2 | 2 |
| Mean | 3.93 | 1.99 | 3.4 | 2.7 | 3.94 | 2.77 | 3.21 | 2.04 | 3.18 | 2.68 | 4.15 | 2.91 |
| Range | 1–29 | 1–9 | 1–11 | 1–23 | 1–18 | 1–16 | 1–13 | 1–11 | 1–12 | 1–14 | 1–30 | 1–30 |
| Participants with ≥5 readings of hypoglycaemia during the study period | 20 | 7 | 10 | 5 | 18 | 27 | 15 | 15 | 11 | 15 | 11 | 154 |
| Frequency of glucose monitoring | ||||||||||||
| Insulin | BD-QDS | QDS and 3am | QDS | QDS | BD-QDS | QDS | QDS | QDS | QDS | QDS | QDS | − |
| Sulfonylurea | BD-QDS | QDS and 3am | BD-QDS | BD | BD-QDS | BD-QDS | QDS | BD-QDS | QDS | OD-QDS | QDS | − |
| Hospital meal timings | ||||||||||||
| Breakfast | 7:30 | 7:00 | 7:00–8:00 | 8:30 | 7:30–8:30 | 7:00–9:00 | 7:30–8:30 | 7:45–8:30 | 7:45–8:30 | 7:00–8:00 | 8:00 | − |
| Afternoon meal | 12:00 | 12:00 | 12:00–13:00 | 12:15 | 12:00–13:00 | 12:00–14:00 | 11:30–12:45 | 12:00–13:00 | 12:00–13:00 | 12:00–13:00 | 12:00 | − |
| Evening meal | 17:00 | 17:00 | 18:00–19:00 | 17:00 | 17:00–18:00 | 17:00–19:00 | 16:30–17:45 | 17:00–18:00 | 17:00–18:00 | 17:00–18:00 | 17:00 | − |
| Time period of hypoglycaemic readings | ||||||||||||
| Daytime | ||||||||||||
| 09:00–14:59 | 75 | 30 | 25 | 8 | 33 | 61 | 45 | 46 | 25 | 14 | 31 | 393 |
| 15:00–20:59 | 50 | 33 | 29 | 25 | 51 | 78 | 46 | 65 | 24 | 41 | 47 | 489 |
| 09:00–20:59 | 125 | 63 | 54 | 33 | 84 | 139 | 91 | 111 | 49 | 55 | 78 | 882 |
| Night-time | ||||||||||||
| 21:00–02:59 | 93 | 36 | 36 | 34 | 69 | 133 | 68 | 76 | 45 | 51 | 45 | 686 |
| 03:00–08:59 | 116 | 64 | 46 | 48 | 111 | 160 | 75 | 129 | 65 | 92 | 47 | 953 |
| 21:00–08:59 | 209 | 100 | 82 | 82 | 180 | 293 | 143 | 205 | 110 | 143 | 92 | 1639 |
| Percentage of night-time hypoglycaemia | 62.6 | 61.3 | 60.3 | 71.3 | 68.2 | 67.8 | 61.1 | 64.9 | 69.2 | 72.2 | 54.1 | 65 |
*Bed numbers exclude paediatric, maternity and day case units.
†Average diabetes inpatient specialist nurse time (h/week) devoted to inpatient diabetes care.
‡Participants on insulin and sulfonylurea therapy.
§Calculated as 100×number of hypoglycaemic readings/number of beds.
No Trust guaranteed the provision of a bedtime snack for inpatients with diabetes.
NHS, National Health Service.
Combined data from all Trusts for participants on insulin, sulfonylureas or both forms of therapy
| Variable | All | Insulin | Sulfonylurea | Both insulin and sulfonylureas |
|---|---|---|---|---|
| Number of participants | 866 | 541 | 283 | 42 |
| Number of hypoglycaemic readings (%) | ||||
| All | 2521 | 1594 | 801 | 126 |
| Severe hypoglycaemia | 792 (31.4) | 572 (35.9) | 180 (22.5) | 40 (31.7) |
| Mild hypoglycaemia | 1729 (68.6) | 1022 (64.1) | 621 (77.5) | 86 (68.3) |
| Participants with ≥5 readings of hypoglycaemia per participant during the study period (%) | 154 (17.8) | 96 (17.7) | 49 (17.3) | 9 (21.4) |
| p=0.923 | ||||
| Number of hypoglycaemic readings per participant | ||||
| Mean±SD (range) | 2.91±3.16 (1–30) | 2.95±3.29 (1–30) | 2.83±2.89 (1–29) | 3±3.21 (1–12) |
| Median (IQR) | 2 (1–3) | 2 (1–3) | 2 (1–4) | 1 (1–3.25) |
| p=0.888 | ||||
| Age (years) | ||||
| Mean±SD (range) | 71±16 (18–98) | 67±18 (18–97) | 76±10 (42–98) | 75±9 (46–91) |
| Median (IQR) | 75 (64–82) | 73 (56–81) | 78 (70–83) | 77 (69–81) |
| p=0.0001 | ||||
| HbA1c in mmol/mol (%) | ||||
| Mean (range) | n=575* | n=364* | n=181* | n=30* |
| 69 (8.5) (28 (4.7)–177 (18.3)) | 73 (8.8) (28 (4.7)–177 (18.3)) | 60 (7.6) (33 (5.2)–161(16.9)) | 73 (8.8) (46 (6.4)– 115 (12.7)) | |
| Median (IQR) | 64 (8) (53 (7)–80 (9.5)) | 69 (8.5) (56 (7.3)–83(9.7)) | 56 (7.3) (47(6.5)–66(8.2)) | 73 (8.8) (55(7.2)– 86 (10)) |
| p=0.0001 | ||||
| Length of stay (days) | ||||
| Mean±SD (range) | n=862* | n=540* | n=282* | n=40* |
| 17±17.1 (1–101) | 16.1±17 (1–101) | 17±16.2 (1–100) | 25±21.9 (1–82) | |
| Median (IQR) | 11 (5–22) | 10 (4–21) | 11 (6–23) | 20 (7–45) |
| p=0.098 | ||||
| Temporal pattern of hypoglycaemic readings | ||||
| Daytime hypoglycaemia | ||||
| 09:00–14:59 | 393 | 296 | 84 | 13 |
| 15:00–20:59 | 489 | 352 | 114 | 23 |
| Total 09:00–20:59 | 882 | 648 | 198 | 36 |
| Night-time hypoglycaemia (%) | ||||
| 21:00–02:59 | 686 | 478 | 179 | 29 |
| 03:00–08:59 | 953 | 468 | 424 | 61 |
| Total 21:00–08:59 | 1639 (65) | 946 (59.3) | 603 (75.3) | 90 (71.4) |
| p=0.0001 | ||||
*Participants in whom data available.
HbA1c, glycated haemoglobin
Figure 1Temporal patterns of hypoglycaemic readings over the 24 h period in the individual 11 National Health Service (NHS) Trusts. The x axis represents the time period, for example, 0 represents the time period between 00:00 and 00:59, 1 represents the time period between 01:00 and 01:59, etc. The y axis represents the number of hypoglycaemic readings occurring in that time period. The figure demonstrates very similar temporal patterns for all Trusts.
Figure 2Temporal patterns of hypoglycaemic readings over the 24 h period in all participants on insulin, sulfonylureas and both. The x axis represents the time period, for example, 0 represents the time period between 00:00 and 00:59, 1 represents the time period between 01:00 and 01:59, etc. The y axis represents the number of hypoglycaemic readings occurring in that time period. The figure demonstrates that the highest frequency occurs between 05:00 and 07:59 for both insulin and sulfonylurea therapies.