Submitted:
24 March 2025
Posted:
25 March 2025
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Farms and Animals Involved
2.2. Data Recording
2.3. Statistical Analysis
3. Results
3.1. Morbidity Frequency Measures
3.2. Milk Yield and Body Condition Score Variation Throughout Lactation Period
3.3. Mixed Linear Regression Models
4. Discussion
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| AWIN | Animal welfare indicators |
| BCS | Body condition score |
| CI | Cumulative incidence |
| DMY | Daily milk yield |
| EFSA | European Food Safety Authority |
| EMM | Estimated marginal means |
| ICAR | Internation committee for animal recordings |
| IMI | Intramammary infection |
| NA | Not applicable |
| PDO | Protected designation of origin |
| RS | Recording session |
| RS1 | Recording session 1 |
| RS2 | Recording session 2 |
| RS3 | Recording session 3 |
| RS4 | Recording session 4 |
| SE | Standard error |
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| Farm A (intensive farm) |
Farm B (extensive farm) |
|
|---|---|---|
| Production | ||
| Milk production/doe/lactation (210 days), kg | 450 | 350 |
| Total annual milk production, tn | 75 | 85 |
| Average milk fat content, % | 4.0 | 4.3 |
| Average milk protein content, % | 3.7 | 3.9 |
| Management | ||
| Duration of milking period, d | 200 | 150 |
| Duration of suckling period, d | 60 | 90 |
| Type of milking | Machine milking | Hand-milking |
| Number of milkings per day | 2 | 2 |
| Milk stripping | Yes | No |
| Post-dipping of teats | Yes | No |
| Feedings per day | 2 | 2 |
| Reproduction | ||
| Fecundity, n | 1.6 | 1.5 |
| Services per conception | ≤ 1.5 | ≤ 1.5 |
| Culling rate due to infertility, % | < 5 | < 5 |
| Average litter size at weaning | 1.4 | 1.3 |
| Artificial suckling | Yes | No |
| Infrastructures and housing | ||
| Type of building | Shed with openings | Shed with openings |
| Type of floor | Earthen | Earthen |
| Type of bedding | Straw | No bedding |
| Ventilation adequacy | Good | Medium |
| Lighting adequacy | Good | Medium |
| Type of waterers | Automatic | Barrels |
| Stocking density, m2/goat | 1.2 | - |
| Feeding and nutrition | ||
| Grazing | No | Yes |
| Duration of grazing, h | Zero-grazing | 8 – 12 |
| Type of grazing land | Not applicable | Natural grasslands, shrublands/woodlands, cultivated pasturelands |
| Concentrates in milking goats (kg/day) | 1.0 – 1.2 | 0.5 – 1.0 |
| Concentrates in dry goats (kg/day) | 0.5 | 0.5 |
| Roughages (hay) in milking goats (kg/day) | 0.8 – 1.9 | 0.0 – 0.5 |
| Roughages (hay) in dry goats (kg/day) | 0.4 | 0.0 – 0.3 |
| Incidence of health and welfare issues | ||
| Clinical acidosis, % | ≤ 2 | ≤ 2 |
| Pregnancy toxemia, % | ≤ 2 | ≤ 2 |
| Metritis, % | ≤ 3 | ≤ 3 |
| Clinical mastitis, % | ≤ 5 | ≤ 5 |
| Subclinical mastitis, % | 10 – 20 | 10 – 20 |
| Retained placenta, % | ≤ 2 | ≤ 2 |
| Abortion, % | ≤ 3 | ≤ 3 |
| Lameness, % | ≤ 5 | ≤ 5 |
| Indicator | Description | Levels | |
|---|---|---|---|
| Head | Anaemia | Pale mucus membrane | 3 |
| Mouth lesions | Papules and scabs around the mouth and lips | 2 | |
| Jaw swelling | Swelling and painful site during palpation at the premoral and molar teeth in the lower or upper jaw | 2 | |
| Ocular discharge | Discharges from the eye | 2 | |
| Nasal discharge | Discharges from the nasal cavity | 2 | |
| Limbs | Lameness | Impaired gait | 5* |
| Arthritis | Swollen or inflamed limb joints | 2 | |
| Overgrown hooves | Excess horn tissue at claws | 3 | |
| Udder and teats | Cysts | Cysts on udder or teats | 2 |
| Skin lesions | Disrupted integrity of the skin | 2 | |
| Abscesses | Swollen, pus-filled cavities | 2 | |
| Clinical mastitis | Painful, hot, hard, and swollen udder | 2 | |
| Fibrosis | Hard and fibrotic udder parenchyma at palpation | 2 | |
| Asymmetry | Uneven udder halves | 3 | |
| Swollen supra-mammary lymph nodes | Enlarged lymph nodes | 5** | |
| Other | Faecal soiling | Manure accumulation below the tail | 2 |
| Poor hair coat quality | Matted, rough, scurfy, uneven, shaggy hair coat | 2 | |
| Vaginitis | Inflammation of vagina | 2 | |
| Meteorism | Bloated rumen | 2 | |
| Body abscesses | Abscess at any part of the body, except for the udder | 2 | |
| Swollen body lymph nodes | Enlarged parotid, prescapular, prefemoral, or/and submandibular lymph nodes | 5** | |
| Body condition score | Nutritional status assessed by the palpation of the lumbar area and the estimation of the fat coverage | 5*** | |
| Cough | Cough | 2 |
| Year 1 | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Point prevalence (%) | Period Prevalence (%) | |||||||||
| RS1 | RS2 | RS3 | RS4 | |||||||
| Farm A n = 103 |
Farm B n = 132 |
Farm A n = 104 |
Farm B n = 132 |
Farm A n = 106 |
Farm B n = 127 |
Farm A n = 103 |
Farm B n = 121 |
Farm A n = 106 |
Farm B n = 133 |
|
| Lameness | 0.0 | 0.0 | 3.8 | 0.8 | 0.0 | 0.8 | 1.0 | 0.8 | 3.8 | 1.5 |
| Arthritis | 0.0 | 0.0 | 0.0 | 0.0 | 0.9 | 0.8 | 1.0 | 0.0 | 1.9 | 0.8 |
| Overgrown hooves | 3.0 | 0.0 | 21.2 | 2.3 | 14.2 | 1.6 | 1.0 | 0.0 | 29.2 | 3.8 |
| Anemia | NA | NA | 11.5 | 5.3 | 1.9 | 37.0 | 4.9 | 35.5 | 15.1 | 48.9 |
| Mouth scabs, papules | 0.0 | 0.0 | 22.1 | 0.0 | 0.9 | 0.0 | 0.0 | 0.0 | 22.6 | 0.0 |
| Jaw swelling | 1.0 | 0.0 | 2.9 | 0.0 | 5.7 | 0.8 | 4.9 | 1.7 | 9.4 | 2.3 |
| Ocular discharge | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.7 | 0.0 | 1.5 |
| Cough | 0.0 | 0.0 | 0.0 | 0.0 | 1.9 | 0.0 | 0.0 | 0.8 | 1.9 | 0.8 |
| Nasal discharge | 0.0 | 0.0 | 0.0 | 0.0 | 4.7 | 0.8 | 0.0 | 13.2 | 4.7 | 12.8 |
| Teat cysts | 0.0 | 9.1 | 0.0 | 0.8 | 2.8 | 3.9 | 0.0 | 1.7 | 2.8 | 12.0 |
| Teat fibrosis | 1.0 | 0.8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9 | 0.8 |
| Clinical mastitis | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9 | 0.0 |
| Udder skin lesions | 0.0 | 0.0 | 1.0 | 2.3 | 0.0 | 0.8 | 0.0 | 0.0 | 0.9 | 3.0 |
| Udder abscesses | 2.0 | 6.1 | 1.9 | 4.5 | 0.9 | 1.6 | 1.0 | 1.7 | 4.7 | 10.5 |
| Udder cysts | 0.0 | 0.8 | 1.9 | 3.0 | 0.0 | 4.7 | 0.0 | 0.0 | 1.9 | 8.3 |
| Udder fibrosis | 11.0 | 2.3 | 19.2 | 22.7 | 20.8 | 35.4 | 20.4 | 37.2 | 44.3 | 56.4 |
| Udder asymmetry | 16.0 | 10.6 | 45.2 | 43.2 | 51.9 | 36.2 | 19.4 | 47.9 | 74.5 | 75.2 |
| Swollen supra-mammary lymph nodes | 8.0 | 13.6 | 1.9 | 11.4 | 7.5 | 11.0 | 1.0 | 10.7 | 14.2 | 24.1 |
| Fecal soiling | 1.0 | 0.8 | 1.9 | 3.0 | 0.0 | 3.9 | 1.0 | 2.5 | 3.8 | 8.3 |
| Poor hair coat quality | 31.0 | 47.0 | 8.7 | 34.8 | 17.0 | 31.5 | 24.3 | 16.5 | 48.1 | 60.9 |
| Vaginitis | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8 | 0.0 | 0.0 | 0.0 | 0.8 |
| Meteorism | 0.0 | 0.0 | 0.0 | 0.0 | 1.9 | 1.6 | 0.0 | 0.8 | 1.9 | 1.5 |
| Body abscesses | 8.0 | 23.5 | 35.6 | 22.7 | 35.8 | 22.0 | 33.0 | 14.9 | 50.0 | 45.1 |
| Swollen body lymph nodes (at least one) | NA | NA | 15.4 | 29.5 | 23.6 | 33.1 | 18.4 | 33.9 | 36.8 | 45.9 |
| Year 2 | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Point prevalence (%) | Period Prevalence (%) | |||||||||
| RS1 | RS2 | RS3 | RS4 | |||||||
| Farm A n = 118 |
Farm B n = 97 |
Farm A n = 126 |
Farm B n = 108 |
Farm A n = 128 |
Farm B n = 99 |
Farm A n = 125 |
Farm B n = 98 |
Farm A n = 145 |
Farm B n = 114 |
|
| Lameness | 2.5 | 0.0 | 2.4 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.1 | 0.0 |
| Arthritis | 0.8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.7 | 0.0 |
| Overgrown hooves | 31.4 | 0.0 | 20.6 | 1.9 | 14.1 | 3.0 | 16.8 | 1.0 | 42.1 | 4.4 |
| Anemia | 7.6 | 44.3 | 6.3 | 50.0 | 8.6 | 46.5 | 1.6 | 33.7 | 16.6 | 71.9 |
| Mouth scabs, papules | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Jaw swelling | 2.5 | 0.0 | 1.6 | 0.9 | 3.1 | 0.0 | 3.2 | 0.0 | 5.5 | 0.9 |
| Ocular discharge | 0.0 | 0.0 | 0.8 | 0.0 | 2.3 | 0.0 | 0.0 | 0.0 | 2.1 | 0.0 |
| Cough | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Nasal discharge | 0.0 | 26.8 | 0.8 | 9.3 | 5.5 | 5.1 | 24.8 | 29.6 | 25.5 | 43.9 |
| Teat cysts | 0.0 | 6.2 | 0.0 | 4.6 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 7.9 |
| Teat fibrosis | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Clinical mastitis | 0.8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.7 | 0.0 |
| Udder skin lesions | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9 |
| Udder abscesses | 2.5 | 9.3 | 2.4 | 0.0 | 0.8 | 3.0 | 0.8 | 0.0 | 2.8 | 9.6 |
| Udder cysts | 0.0 | 1.0 | 0.0 | 0.0 | 0.8 | 0.0 | 0.0 | 0.0 | 0.7 | 0.9 |
| Udder fibrosis | 31.4 | 13.4 | 22.2 | 43.5 | 16.4 | 39.4 | 24.0 | 35.7 | 48.3 | 68.4 |
| Udder asymmetry | 25.4 | 11.3 | 26.2 | 26.9 | 24.2 | 29.3 | 29.6 | 20.4 | 44.1 | 45.6 |
| Swollen supra-mammary lymph nodes | 33.9 | 27.8 | 27.0 | 38.0 | 22.7 | 24.2 | 9.6 | 17.3 | 45.5 | 51.8 |
| Fecal soiling | 1.7 | 0.0 | 0.8 | 0.0 | 0.0 | 0.0 | 5.6 | 1.0 | 6.9 | 0.9 |
| Poor hair coat quality | 18.6 | 42.3 | 17.5 | 31.5 | 3.9 | 19.2 | 10.4 | 7.1 | 30.3 | 51.8 |
| Vaginitis | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.6 | 0.0 | 1.4 | 0.0 |
| Meteorism | 2.5 | 0.0 | 2.4 | 0.9 | 0.8 | 0.0 | 1.6 | 1.0 | 4.1 | 1.8 |
| Body abscesses | 28.0 | 16.5 | 23.0 | 19.4 | 32.0 | 27.3 | 28.8 | 25.5 | 44.1 | 38.6 |
| Swollen body lymph nodes (at least one) | NA | NA | 28.6 | 47.2 | 24.2 | 54.5 | 20.0 | 43.9 | 40.0 | 64.9 |
| Farm A (intensive farm) | ||||||||
|---|---|---|---|---|---|---|---|---|
| New cases (n) | Cumulative incidence (%) | |||||||
| Year 1 | Year 2 | Year 1 | Year 2 | |||||
| RS2 | RS3 | RS4 | RS2 | RS3 | RS4 | |||
| Lameness | 3 | 0 | 1 | 0 | 0 | 0 | 4.0 (4/100) | 0.0 (0/101) |
| Arthritis | 0 | 1 | 1 | 0 | 0 | 0 | 2.0 (2/100) | 0.0 (0/103) |
| Overgrown hooves | 19 | 7 | 0 | 9 | 4 | 9 | 26.8 (26/97) | 31.0 (22/71) |
| Anemia | NA | 1 | 5 | 6 | 10 | 2 | 6.0 (6/100) | 18.9 (18/95) |
| Mouth scabs, papules | 21 | 1 | 0 | 0 | 0 | 0 | 22.0 (22/100) | 0.0 (0/103) |
| Jaw swelling | 3 | 4 | 3 | 1 | 2 | 1 | 10.0 (10/100) | 3.9 (4/102) |
| Ocular discharge | 0 | 0 | 0 | 0 | 2 | 0 | 0.0 (0/100) | 1.9 (2/103) |
| Cough | 0 | 1 | 0 | 0 | 0 | 0 | 1.0 (1/100) | 0.0 (0/103) |
| Nasal discharge | 0 | 5 | 0 | 1 | 4 | 27 | 5.0 (5/100) | 31.1 (32/103) |
| Teat cysts | 0 | 1 | 0 | 0 | 0 | 0 | 1.0 (1/100) | 0.0 (0/103) |
| Teat fibrosis | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 (0/99) | 0.0 (0/103) |
| Clinical mastitis | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 (0/99) | 0.0 (0/102) |
| Udder skin lesions | 1 | 0 | 0 | 0 | 0 | 0 | 1.0 (1/100) | 0.0 (0/103) |
| Udder abscesses | 1 | 1 | 0 | 0 | 0 | 0 | 2.0 (2/98) | 0.0 (0/100) |
| Udder cysts | 2 | 0 | 0 | 0 | 1 | 0 | 2.0 (2/100) | 1.0 (1/103) |
| Udder fibrosis | 13 | 12 | 15 | 13 | 7 | 18 | 44.9 (40/89) | 55.1 (38/69) |
| Udder asymmetry | 34 | 25 | 8 | 12 | 11 | 15 | 79.8 (67/84) | 50.0 (38/76) |
| Swollen supra-mammary lymph nodes | 1 | 8 | 0 | 17 | 10 | 2 | 9.8 (9/92) | 42.0 (29/69) |
| Fecal soiling | 1 | 0 | 1 | 0 | 0 | 6 | 2.0 (2/99) | 5.9 (6/102) |
| Poor hair coat quality | 3 | 13 | 13 | 13 | 3 | 9 | 41.4 (29/70) | 29.4 (25/85) |
| Vaginitis | 0 | 0 | 0 | 0 | 0 | 2 | 0.0 (0/100) | 1.9 (2/103) |
| Meteorism | 0 | 2 | 0 | 1 | 0 | 2 | 2.0 (2/100) | 2.9 (3/103) |
| Body abscesses | 30 | 9 | 8 | 8 | 16 | 11 | 51.1 (47/92) | 48.6 (35/72) |
| Swollen body lymph nodes (at least one) | NA | 13 | 9 | NA | 8 | 10 | 25.9 (22/85) | 24.7 (18/73) |
| Farm B (extensive farm) | ||||||||
|---|---|---|---|---|---|---|---|---|
| New cases (n) | Cumulative incidence (%) | |||||||
| Year 1 | Year 2 | Year 1 | Year 2 | |||||
| RS2 | RS3 | RS4 | RS2 | RS3 | RS4 | |||
| Lameness | 1 | 1 | 0 | 0 | 0 | 0 | 1.7 (2/115) | 0.0 (0/81) |
| Arthritis | 0 | 1 | 0 | 0 | 0 | 0 | 0.9 (1/115) | 0.0 (0/81) |
| Overgrown hooves | 3 | 2 | 0 | 2 | 2 | 0 | 4.3 (5/115) | 4.9 (4/81) |
| Anemia | NA | 40 | 15 | 18 | 8 | 5 | 50.5 (55/109) | 67.4 (31/46) |
| Mouth scabs, papules | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 (0/115) | 0.0 (0/81) |
| Jaw swelling | 0 | 1 | 2 | 1 | 0 | 0 | 2.6 (3/115) | 1.2 (1/81) |
| Ocular discharge | 0 | 0 | 2 | 0 | 0 | 0 | 1.7 (2/115) | 0.0 (0/81) |
| Cough | 0 | 0 | 1 | 0 | 0 | 0 | 0.9 (1/115) | 0.0 (0/81) |
| Nasal discharge | 0 | 1 | 16 | 3 | 4 | 20 | 14.8 (17/115) | 47.4 (27/57) |
| Teat cysts | 1 | 4 | 1 | 2 | 1 | 0 | 5.8 (6/104) | 3.9 (3/76) |
| Teat fibrosis | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 (0/114) | 0.0 (0/81) |
| Clinical mastitis | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 (0/115) | 0.0 (0/81) |
| Udder skin lesions | 3 | 1 | 0 | 0 | 0 | 0 | 3.5 (4/115) | 0.0 (0/80) |
| Udder abscesses | 3 | 1 | 2 | 0 | 3 | 0 | 5.6 (6/108) | 4.1 (3/73) |
| Udder cysts | 4 | 6 | 0 | 0 | 0 | 0 | 8.8 (10/114) | 0.0 (0/80) |
| Udder fibrosis | 26 | 28 | 22 | 29 | 13 | 13 | 67.9 (76/112) | 76.4 (55/72) |
| Udder asymmetry | 46 | 17 | 31 | 18 | 12 | 7 | 91.3 (94/103) | 50.7 (37/73) |
| Swollen supra-mammary lymph nodes | 3 | 5 | 6 | 18 | 7 | 9 | 14.3 (14/98) | 54.8 (34/62) |
| Fecal soiling | 4 | 4 | 3 | 0 | 0 | 1 | 9.6 (11/114) | 1.2 (1/81) |
| Poor hair coat quality | 9 | 11 | 6 | 5 | 3 | 1 | 44.1 (26/59) | 18.4 (9/49) |
| Vaginitis | 0 | 1 | 0 | 0 | 0 | 0 | 0.9 (1/115) | 0.0 (0/81) |
| Meteorism | 0 | 2 | 0 | 0 | 0 | 1 | 1.7 (2/115) | 1.2 (1/81) |
| Body abscesses | 17 | 12 | 9 | 6 | 9 | 9 | 43.7 (38/87) | 35.8 (24/67) |
| Swollen body lymph nodes (at least one) | NA | 14 | 11 | NA | 16 | 7 | 32.1 (25/78) | 51.1 (23/45) |
| 95% Confidence Interval | ||||||
|---|---|---|---|---|---|---|
| EMM | B-coefficient† | SE | Significance | Lower | Upper | |
| Lameness | 1.35 | - 0.25 | 0.123 | 0.040 | - 0.50 | - 0.01 |
| Arthritis | 1.34 | - 0.13 | 0.220 | 0.562 | - 0.56 | 0.30 |
| Overgrown hooves | 1.35 | - 0.09 | 0.046 | 0.059 | - 0.18 | 0.00 |
| Anaemia | 1.33 | - 0.03 | 0.031 | 0.347 | - 0.09 | 0.03 |
| Mouth scabs, papules | 1.35 | - 0.19 | 0.081 | 0.020 | - 0.35 | - 0.03 |
| Jaw swelling | 1.34 | - 0.13 | 0.084 | 0.115 | - 0.03 | 0.30 |
| Ocular discharge | 1.34 | 0.16 | 0.163 | 0.340 | - 0.16 | 0.48 |
| Cough | 1.35 | - 0.35 | 0.228 | 0.127 | - 0.79 | 0.10 |
| Nasal discharge | 1.34 | 0.02 | 0.043 | 0.690 | - 0.07 | 0.10 |
| Teat cysts | 1.35 | 0.05 | 0.084 | 0.573 | - 0.12 | 0.21 |
| Teat fibrosis | 1.35 | 0.18 | 0.465 | 0.696 | - 0.73 | 1.09 |
| Clinical mastitis | 1.35 | - | - | - | - | - |
| Udder lesions | 1.35 | 0.05 | 0.164 | 0.779 | - 0.28 | 0.37 |
| Udder abscesses | 1.34 | 0.09 | 0.074 | 0.230 | - 0.06 | 0.23 |
| Udder cysts | 1.34 | 0.18 | 0.111 | 0.107 | - 0.04 | 0.40 |
| Udder fibrosis | 1.38 | - 0.13 | 0.025 | <0.001 | - 0.18 | - 0.08 |
| Udder asymmetry | 1.38 | - 0.09 | 0.024 | <0.001 | - 0.13 | - 0.04 |
| Swollen supra-mammary lymph nodes | 1.35 | 0.00 | 0.033 | 0.959 | - 0.06 | 0.07 |
| Faecal soiling | 1.35 | 0.00 | 0.086 | 0.999 | - 0.17 | 0.17 |
| Poor hair coat quality | 1.34 | 0.03 | 0.029 | 0.286 | - 0.03 | 0.09 |
| Vaginitis | 1.35 | - 0.03 | 0.304 | 0.918 | - 0.63 | 0.57 |
| Meteorism | 1.35 | - 0.08 | 0.132 | 0.530 | - 0.34 | 0.18 |
| Body abscesses | 1.35 | - 0.04 | 0.028 | 0.145 | - 0.10 | 0.01 |
| Swollen body lymph nodes (at least one) | 1.29 | - 0.04 | 0.032 | 0.247 | - 0.10 | 0.03 |
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