| Literature DB >> 36014926 |
Alexandra Katidi1, Antonis Vlassopoulos1, Stefania Xanthopoulou1, Barbara Boutopoulou2, Dafni Moriki3, Olympia Sardeli3, José Ángel Rufián-Henares4,5, Konstantinos Douros3, Maria Kapsokefalou1.
Abstract
Branded food composition databases (BFCDs) are valuable information tools that meet multiple user needs. Recently, recognising allergies and intolerances as an emerging concern for various stakeholders, BFCDs evolve to embed information on allergens. This study aims to expand the Greek BFCD, HelTH, to include allergen information for its 4002 products. A new file was added to the structure of HelTH, and data were curated to record label information. In 68.4% of products, at least one allergen was present in the ingredient list and in 38.9% at least one allergen in a precautionary statement. Milk (38.8%), gluten (32.7%), and soybeans (17.4%) were most commonly declared in the ingredient list; nuts (18.3%), eggs (13.1%), and milk (12.2%) were most commonly declared in precautionary statements. Allergen-free claims were present in 5.3% of the products and referred mostly on gluten and milk. In general, no statistically significant differences were identified between the nutritional composition of allergen-free claimed products and their equivalents. This study delivers an expanded BFCD that provides organised and detailed allergen information; new insights on the presence of food allergens in branded foods and issues of concern regarding allergen declaration that need to be addressed in order to improve label information.Entities:
Keywords: Greece; HelTH; allergen; allergen-free claims; branded food database; ingredient list; precautionary statement
Mesh:
Substances:
Year: 2022 PMID: 36014926 PMCID: PMC9416583 DOI: 10.3390/nu14163421
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 6.706
Figure 1The new structure of the HelTH database. In the newly introduced allergen’s file, “x allergen” refers to any of the 14 allergens mentioned at the EU regulation [28] (cereals containing gluten (namely wheat, rye, barley, spelt, kamut, or their hybridized strains), crustaceans, eggs, fish, peanuts, soybeans (including soya lecithin), milk (including lactose), nuts (namely almonds, hazelnuts, walnuts, cashews, pecan nuts, Brazil nuts, pistachio nuts, macadamia or Queensland nuts), celery, mustard, sesame seeds, sulphite, lupin, and molluscs, including products thereof). Adapted from Katidi et al. [3].
Number of food products, per category and subcategory, in the HelTH database that presented on their labels information related to allergens (presence or absence).
| Food Categories | Food Subcategories | Number of Products |
|---|---|---|
| Milk, milk product, or milk substitute | 690 | |
| Cream | 40 | |
| Milk | 172 | |
| Yogurts | 170 | |
| Cheese | 213 | |
| Milk imitation products | 49 | |
| Frozen dairy desserts | 46 | |
| Egg or egg product | 35 | |
| Egg fresh or processed | 35 | |
| Meat or meat product | 136 | |
| Canned meat | 80 | |
| Sausage or similar products | 35 | |
| Meat dish | 21 | |
| Seafood or seafood product | 75 | |
| Seafood product | 75 | |
| Fat or oil | 81 | |
| Vegetable fat or oil | 8 | |
| Margarine or mixed origin fat | 39 | |
| Butter or animal fat | 34 | |
| Grain or grain product | 1055 | |
| Cereal or cereal milling products | 51 | |
| Rice or similar product | 97 | |
| Pasta or similar product | 201 | |
| Breakfast cereals | 149 | |
| Bread or similar product | 212 | |
| Fine bakery ware | 259 | |
| Savoury cereal dish | 86 | |
| Nuts, seeds, or kernel | 128 | |
| Nuts | 66 | |
| Seeds or Kernel | 35 | |
| Nuts or seeds products | 27 | |
| Vegetable or vegetable product | 244 | |
| Vegetables (excluding potato) | 172 | |
| Starchy root or potato | 21 | |
| Pulse or pulse product | 51 | |
| Fruit or fruit product | 43 | |
| Processed fruit product | 43 | |
| Sugar or sugar product | 404 | |
| Sugar, honey, or syrup | 46 | |
| Marmalade | 83 | |
| Sugary products (no chocolate) | 68 | |
| Chocolate | 207 | |
| Beverages (non-milk) | 448 | |
| Juice or nectar | 165 | |
| Non-alcoholic beverage | 283 | |
| Miscellaneous food products | 442 | |
| Spices or condiments | 282 | |
| Prepared food product | 160 | |
| Meals | 78 | |
| Ready-to-eat meal | 38 | |
| Frozen, semi-ready meal | 40 | |
| Number of food products | 3859 |
Prevalence of products with allergen declaration for each 1 of the 14 allergens.
| Allergen Category | Allergen Declaration in the Ingredient List | Allergen Declaration Only in a Precautionary Statement | Absence of Any Allergen Declaration |
|---|---|---|---|
| Milk (including lactose) | 1498 (38.8) | 469 (12.2) | 1892 (49.0) |
| Cereals including gluten | 1260 (32.7) | 352 (9.1) | 2247 (58.2) |
| Soybean | 673 (17.4) | 423 (11.0) | 2763 (71.6) |
| Eggs | 304 (7.9) | 507 (13.1) | 3048 (79.0) |
| Nuts | 251 (6.5) | 706 (18.3) | 2902 (75.2) |
| Sesame | 122 (3.2) | 485 (12.6) | 3252 (84.3) |
| Mustard | 120 (3.1) | 225 (5.8) | 3514 (91.1) |
| Sulphite | 105 (2.7) | 98 (2.5) | 3656 (94.7) |
| Fish | 86 (2.2) | 80 (2.1) | 3693 (95.7) |
| Celery | 85 (2.2) | 244 (6.3) | 3530 (91.5) |
| Peanuts | 63 (1.6) | 349 (9.1) | 3447 (89.3) |
| Molluscs | 10 (0.3) | 16 (0.4) | 3834 (99.4) |
| Crustaceans | 5 (0.1) | 17 (0.4) | 3837 (99.4) |
| Lupin | 4 (0.1) | 48 (1.2) | 3809 (98.7) |
| At least one allergen declared | 2640 (68.4) | 1501 (38.9) | |
| No declaration of any allergen | 1052 (27.3) |
Prevalence of the most commonly declared allergens in the ingredient list among the 3859 products in HelTH per food subcategory.
| Food Subcategories | Top 7 Allergens Declared in the Ingredients List ( | ||||||
|---|---|---|---|---|---|---|---|
| Milk | Cereals | Soybean | Eggs | Nuts | Sesame | Mustard | |
| Cream | 40 (100) | 0 (0) | 2 (5) | 0 (0) | 0 (0) | 0 (0) | 0 (0) |
| Milk | 172 (100) | 0 (0) | 3 (2) | 0 (0) | 0 (0) | 0 (0) | 0 (0) |
| Yogurts | 170 (100) | 23 (14) | 6 (4) | 3 (2) | 8 (5) | 10 (6) | 0 (0) |
| Cheese | 213 (100) | 3 (1) | 0 (0) | 1 (0) | 0 (0) | 0 (0) | 0 (0) |
| Milk imitation products | 2 (4) | 2 (4) | 19 (39) | 0 (0) | 17 (35) | 0 (0) | 0 (0) |
| Frozen dairy desserts | 44 (96) | 9 (20) | 25 (54) | 9 (20) | 16 (35) | 0 (0) | 0 (0) |
| Eggs | 0 (0) | 0 (0) | 0 (0) | 35 (100) | 0 (0) | 0 (0) | 0 (0) |
| Canned meat | 33 (41) | 4 (5) | 22 (28) | 0 (0) | 0 (0) | 0 (0) | 8 (10) |
| Sausage or similar products | 13 (37) | 2 (6) | 11 (31) | 0 (0) | 0 (0) | 0 (0) | 4 (11) |
| Meat dish | 11 (52) | 17 (81) | 8 (38) | 4 (19) | 0 (0) | 0 (0) | 2 (10) |
| Seafood products | 1 (1) | 8 (11) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 1 (1) |
| Vegetable fat or oil | 3 (38) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) |
| Margarine or mixed origin fat | 21 (54) | 0 (0) | 1 (3) | 0 (0) | 0 (0) | 0 (0) | 0 (0) |
| Butter or animal fat | 34 (100) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) |
| Cereal or cereal milling products | 11 (22) | 51 (100) | 12 (24) | 7 (14) | 0 (0) | 0 (0) | 0 (0) |
| Rice or similar product | 7 (7) | 27 (28) | 14 (14) | 5 (5) | 0 (0) | 0 (0) | 3 (3) |
| Pasta or similar product | 30 (15) | 194 (97) | 1 (0) | 29 (14) | 0 (0) | 0 (0) | 0 (0) |
| Breakfast cereals | 63 (42) | 137 (92) | 65 (44) | 0 (0) | 26 (17) | 2 (2) | 0 (0) |
| Bread or similar product | 30 (14) | 206 (97) | 32 (15) | 9 (4) | 1 (0) | 39 (18) | 3 (1) |
| Fine bakery ware | 182 (70) | 257 (99) | 154 (59) | 80 (31) | 39 (15) | 6 (2) | 0 (0) |
| Savoury cereal dish | 82 (95) | 86 (100) | 21 (24) | 31 (36) | 0 (0) | 4 (5) | 2 (2) |
| Nuts | 2 (3) | 19 (29) | 4 (6) | 0 (0) | 40 (61) | 1 (2) | 0 (0) |
| Seeds or Kernel | 1 (3) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) |
| Nuts or seeds products | 1 (4) | 0 (0) | 6 (22) | 0 (0) | 2 (7) | 21 (78) | 0 (0) |
| Vegetables (excluding potato) | 4 (2) | 1 (1) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 1 (1) |
| Starchy root or potato | 2 (10) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) |
| Pulse or pulse product | 0 (0) | 1 (2) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) |
| Processed fruit product | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) |
| Sugar, honey, or syrup | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) |
| Marmalade | 1 (1) | 2 (2) | 0 (0) | 1 (1) | 1 (1) | 0 (0) | 0 (0) |
| Sugary products (no chocolate) | 1 (1) | 0 (0) | 2 (3) | 3 (4) | 14 (21) | 38 (56) | 0 (0) |
| Chocolate | 159 (77) | 49 (24) | 182 (88) | 1 (0) | 75 (36) | 1 (0) | 0 (0) |
| Juice or nectar | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) |
| Non-alcoholic beverage | 5 (2) | 2 (1) | 10 (4) | 0 (0) | 0 (0) | 0 (0) | 0 (0) |
| Spices or condiments | 60 (21) | 64 (23) | 33 (12) | 43 (15) | 7 (2) | 2 (1) | 60 (21) |
| Prepared food product | 75 (47) | 55 (34) | 21 (13) | 26 (16) | 1 (1) | 5 (3) | 24 (15) |
| Ready-to-eat meal | 19 (50) | 25 (66) | 11 (29) | 15 (39) | 3 (8) | 2 (5) | 12 (32) |
| Frozen, semi-ready meal | 6 (15) | 16 (40) | 8 (20) | 2 (5) | 1 (3) | 1 (3) | 0 (0) |
| Total | 1498 (39) | 1260 (33) | 673 (17) | 304 (8) | 251 (7) | 132 (3) | 120 (3) |
Prevalence of the most commonly declared allergens in a precautionary statement among the 3859 products in HelTH per food subcategory.
| Food Subcategories | Top 7 Allergens Declared in the Ingredients List ( | ||||||
|---|---|---|---|---|---|---|---|
| Milk | Cereals | Soybeans | Eggs | Nuts | Sesame | Peanuts | |
| Cream | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) |
| Milk | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) |
| Yogurts | 0 (0) | 8 (5) | 4 (2) | 7 (4) | 12 (7) | 10 (6) | 7 (4) |
| Cheese | 0 (0) | 2 (1) | 3 (1) | 6 (3) | 0 (0) | 0 (0) | 0 (0) |
| Milk imitation products | 0 (0) | 0 (0) | 1 (2) | 0 (0) | 6 (12) | 0 (0) | 0 (0) |
| Frozen dairy desserts | 0 (0) | 16 (35) | 11 (24) | 18 (39) | 22 (48) | 4 (9) | 18 (39) |
| Eggs | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) |
| Canned meat | 20 (25) | 12 (15) | 34 (43) | 29 (36) | 42 (53) | 1 (1) | 6 (8) |
| Sausage or similar products | 8 (23) | 4 (11) | 7 (20) | 13 (37) | 11 (31) | 0 (0) | 4 (11) |
| Meat dish | 8 (38) | 2 (10) | 0 (0) | 3 (14) | 3 (14) | 0 (0) | 0 (0) |
| Seafood products | 1 (1) | 1 (1) | 1 (1) | 1 (1) | 0 (0) | 0 (0) | 0 (0) |
| Vegetable fat or oil | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) |
| Margarine or mixed origin fat | 12 (31) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) |
| Butter or animal fat | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) |
| Cereal or cereal milling products | 25 (25) | 0 (0) | 15 (29) | 28 (55) | 15 (29) | 21 (41) | 4 (8) |
| Rice or similar product | 12 (12) | 4 (4) | 8 (8) | 17 (18) | 3 (3) | 16 (16) | 8 (8) |
| Pasta or similar product | 12 (6) | 0 (0) | 73 (36) | 47 (23) | 1 (0) | 4 (2) | 1 (0) |
| Breakfast cereals | 55 (37) | 3 (2) | 29 (19) | 3 (2) | 87 (58) | 25 (17) | 43 (29) |
| Bread or similar product | 87 (41) | 2 (1) | 38 (18) | 79 (37) | 46 (22) | 100 (47) | 4 (2) |
| Fine bakery ware | 46 (18) | 0 (0) | 56 (22) | 104 (40) | 163 (63) | 131 (51) | 65 (25) |
| Savoury cereal dish | 3 (3) | 0 (0) | 24 (28) | 35 (41) | 36 (42) | 61 (71) | 1 (1) |
| Nuts | 2 (3) | 38 (58) | 2 (3) | 0 (0) | 24 (36) | 43 (65) | 40 (61) |
| Seeds or Kernel | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 2 (6) | 0 (0) | 0 (0) |
| Nuts or seeds products | 2 (2) | 8 (30) | 0 (0) | 0 (0) | 3 (11) | 4 (15) | 0 (0) |
| Vegetables (excluding potato) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 1 (1) | 0 (0) | 0 (0) |
| Starchy root or potato | 8 (38) | 6 (29) | 0 (0) | 3 (14) | 0 (0) | 0 (0) | 0 (0) |
| Pulse or pulse product | 0 (0) | 1 (2) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) |
| Processed fruit product | 0 (0) | 4 (9) | 0 (0) | 0 (0) | 4 (9) | 2 (5) | 4 (9) |
| Sugar, honey, or syrup | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) |
| Marmalade | 2 (2) | 9 (11) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) |
| Sugary products (no chocolate) | 2 (3) | 1 (1) | 1 (1) | 2 (3) | 31 (46) | 4 (6) | 32 (47) |
| Chocolate | 48 (23) | 112 (54) | 3 (1) | 26 (13) | 121 (58) | 12 (6) | 67 (32) |
| Juice or nectar | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) |
| Non-alcoholic beverage | 10 (4) | 2 (1) | 3 (1) | 0 (0) | 3 (1) | 1 (0) | 1 (0) |
| Spices or condiments | 50 (18) | 53 (19) | 47 (17) | 54 (19) | 46 (16) | 16 (6) | 22 (8) |
| Prepared food product | 46 (29) | 56 (35) | 51 (32) | 20 (13) | 18 (11) | 15 (9) | 16 (10) |
| Ready-to-eat meal | 7 (18) | 6 (16) | 11 (29) | 7 (18) | 6 (16) | 10 (26) | 6 (16) |
| Frozen, semi-ready meal | 3 (8) | 1 (3) | 0 (0) | 5 (13) | 0 (0) | 5 (13) | 0 (0) |
| Total | 469 (12) | 351 (9) | 422 (11) | 507 (13) | 706 (18) | 485 (13) | 349 (9) |
Prevalence of the three most commonly used allergen-free claims per food subcategories that include at least one allergen-free claim.
| Food Subcategory | Gluten | Milk | Soy | At Least One Claim |
|---|---|---|---|---|
| Cream | 2 (5) | 0 (0) | 0 (0) | 2 (5) |
| Milk | 2 (1) | 6 (3) | 0 (0) | 8 (5) |
| Yogurts | 9 (5) | 4 (2) | 0 (0) | 13 (8) |
| Cheese | 5 (2) | 2 (1) | 0 (0) | 7 (3) |
| Milk imitation products | 23 (47) | 35 (71) | 5 (10) | 35 (71) |
| Frozen dairy desserts | 2 (4) | 2 (4) | 0 (0) | 4 (9) |
| Canned meat | 39 (49) | 3 (4) | 0 (0) | 39 (49) |
| Sausage or similar products | 13 (37) | 0 (0) | 0 (0) | 13 (37) |
| Seafood products | 1 (1) | 0 (0) | 0 (0) | 1 (1) |
| Butter or animal fat | 0 (0) | 1 (3) | 0 (0) | 1 (3) |
| Rice or similar product | 1 (1) | 0 (0) | 0 (0) | 1 (1) |
| Pasta or similar product | 5 (2) | 0 (0) | 0 (0) | 5 (2) |
| Bread or similar product | 4 (2) | 2 (1) | 0 (0) | 7 (3) |
| Bakery products | 2 (1) | 1 (0) | 0 (0) | 2 (1) |
| Nuts or seeds products | 4 (15) | 0 (0) | 0 (0) | 4 (15) |
| Starchy root or potato | 4 (19) | 0 (0) | 0 (0) | 4 (19) |
| Sugary products (no chocolate) | 8 (12) | 0 (0) | 0 (0) | 8 (12) |
| Chocolate | 17 (8) | 1 (0) | 0 (0) | 18 (9) |
| Juice or nectar | 4 (2) | 4 (2) | 0 (0) | 4 (2) |
| Non-alcoholic beverage | 6 (2) | 0 (0) | 0 (0) | 6 (2) |
| Spices or condiments | 8 (3) | 0 (0) | 0 (0) | 8 (3) |
| Prepared food product | 14 (9) | 1 (1) | 1 (0.6) | 14 (9) |
| Frozen, semi-ready meal | 5 (13) | 0 (0) | 0 (0) | 5 (13) |
| Total | 178 (4.6) | 62 (1.6) | 6 (0.2) | 206 (5.3) |
Figure 2Comparison of the nutritional composition of products carrying a gluten-free claim to the corresponding ones that do not, in food subcategories with at least 5 products with and without a gluten-free claim.