| Literature DB >> 24416704 |
Sidney M Baker1, Andrew Milivojevich2.
Abstract
The gender ratio among children in the autism spectrum of more than four boys to every girl is widely recognized. The authors present an analysis of gender differences among 79 482 symptoms and strengths in 1495 boys and 336 girls aged 2 to 18 years from parent-identified autistic children reported to a structurally novel anonymous parent-entered online database, Autism360. The data reveal differences that provide previously undetected clues to gender differences in immune and central nervous system and gastrointestinal functional disturbances. Together with published observations of male/female differences in inflammation, oxidative stress, and detoxication, these findings open doors to research focusing on gender physiology as clues to etiologic factors in autism. This study exemplifies a research method based on a large, detailed, patient-entered, structured data set in which patterns of individual illness and healing may answer collective questions about prevention and treatment.Entities:
Keywords: Autism spectrum disorders; gender; information technology
Year: 2013 PMID: 24416704 PMCID: PMC3865374 DOI: 10.7453/gahmj.2013.003
Source DB: PubMed Journal: Glob Adv Health Med ISSN: 2164-9561
Figure 1The 79 482 profile items encoded as intersections among 39 systems and 42 functions from 1831 individuals aged 2 to 18 years from Autism360.
Abbreviation: CNS, central nervous system.
Figure 2Subset of 52 725 profile items encoded as intersections among 6 systems and 8 functions from 1525 boys and 336 girls from Autism360.
Abbreviation: CNS, central nervous system.
Figure 3A two-sample proportion test was employed to determine whether there was a statistical difference in the proportion based on gender for each of the 712 different profile items.
Figure 4Profile items were sorted by z value to produce a table showing the extremes of P values among females (pink) and males (blue).
Figure 5Thirty-one girl-dominant and 52 boy-dominant provile items from the extremes (P < .05, dark colors) were selected for detailed tabular presentation and graphic summarization. Two hundred profile items adjacent to each extreme (light pink and blue) were selected for categorization by system.
Strengths
| Behavior | Ability to infer | 21 | 11 | 1.91 | .01815 |
| CNS | Good play skills | 46 | 19 | 2.42 | .02103 |
| Neuromuscular | Gymnastics | 14 | 12 | 1.17 | .00023 |
| Behavior | Responsible | 19 | 8 | 2.375 | .13 |
| Behavior | Persistent | 83 | 25 | 3.32 | .18 |
| Behavior | Strong will/desire to do things | 135 | 38 | 3.552632 | .20 |
| Behavior | Good behavior at school | 120 | 34 | 3.529412 | .21 |
| Behavior | Minimal distractibility | 6 | 2 | 3 | .63 |
| CNS | Good awareness | 38 | 15 | 2.533333 | .06 |
| CNS | Musical | 184 | 54 | 3.407407 | .06 |
| CNS | Perfect musical pitch | 56 | 20 | 2.8 | .07 |
| CNS | Good comprehension | 58 | 17 | 3.411765 | .32 |
| CNS | Good communication | 32 | 10 | 3.2 | .36 |
| CNS | Good social interaction | 49 | 14 | 3.5 | .42 |
| CNS | Good visual memory | 181 | 46 | 3.934783 | .43 |
| CNS | Art—sculpting, modeling | 15 | 5 | 3 | .44 |
| CNS | Good imitation of gestures | 66 | 18 | 3.666667 | .46 |
| CNS | Reading | 133 | 33 | 4.030303 | .59 |
| CNS | Especially bright | 148 | 36 | 4.111111 | .65 |
| CNS | Notices everything | 133 | 32 | 4.15625 | .72 |
| Eating | Good appetite | 270 | 65 | 4.153846 | .58 |
| Emotion | Ability to see other people's perspectives | 44 | 12 | 3.666667 | .55 |
| Neuromuscular | Singing | 151 | 45 | 3.355556 | .08 |
| Neuromuscular | Art—drawing | 120 | 36 | 3.333333 | .11 |
| Neuromuscular | Skill: playing/small object | 48 | 16 | 3 | .16 |
| Neuromuscular | Art—painting | 34 | 11 | 3.090909 | .28 |
| Neuromuscular | Good handwriting | 51 | 15 | 3.4 | .35 |
| Neuromuscular | Skill: doing fine work | 20 | 6 | 3.333333 | .53 |
| Speech | Good expressive language | 50 | 13 | 3.846154 | .63 |
| Behavior | Mellow personality | 117 | 11 | 10.64 | .0031 |
| Behavior | Affectionate | 635 | 104 | 6.11 | .0001 |
| CNS | Mechanical disassembly (taking things apart) | 118 | 16 | 7.38 | .0464 |
| CNS | Mechanical assembly (putting things together) | 124 | 17 | 7.29 | .0445 |
| CNS | Problem-solving skills | 56 | 5 | 11.20 | .0372 |
| CNS | Ability to memorize (photographic memory) | 354 | 61 | 5.80 | .0289 |
| CNS | Good short-term memory | 61 | 5 | 12.20 | .0213 |
| CNS | Knows numbers | 381 | 65 | 5.86 | .0178 |
| CNS | Memory—numbers | 113 | 12 | 9.42 | .0088 |
| CNS | Good at math | 154 | 14 | 11.00 | .0004 |
| Neuromuscular | Balance | 166 | 25 | 6.64 | .0471 |
| Neuromuscular | Good athlete | 50 | 4 | 12.50 | .0350 |
| Neuromuscular | Physically strong | 217 | 34 | 6.38 | .0343 |
| Neuromuscular | Physical ability (gross motor) | 173 | 25 | 6.92 | .0276 |
| Neuromuscular | Skill: throw/catch ball | 109 | 13 | 8.38 | .0230 |
| Behavior | Behavior OK with parent | 115 | 23 | 5.00 | .60 |
| Behavior | Pleasant/easy to care for | 173 | 35 | 4.94 | .55 |
| Behavior | Likes to be held | 223 | 45 | 4.96 | .48 |
| Behavior | Tidy | 46 | 7 | 6.57 | .33 |
| Behavior | Answers parent | 189 | 35 | 5.40 | .26 |
| Behavior | Reaches out to be held | 176 | 32 | 5.50 | .24 |
| Behavior | Follows instructions | 139 | 24 | 5.79 | .21 |
| Behavior | Ability to inhibit self | 34 | 4 | 8.50 | .21 |
| Behavior | Cuddly | 297 | 53 | 5.60 | .08 |
| CNS | Good long-term memory | 172 | 35 | 4.91 | .57 |
| CNS | Good logic or judgment | 30 | 5 | 6.00 | .53 |
| CNS | Memory—places | 179 | 36 | 4.97 | .52 |
| CNS | Happy | 455 | 96 | 4.74 | .50 |
| CNS | Problem-solving ability | 81 | 15 | 5.40 | .48 |
| CNS | Good attention/focus | 38 | 6 | 6.33 | .41 |
| CNS | Good self-help skills | 80 | 14 | 5.71 | .37 |
| CNS | Knows colors | 375 | 74 | 5.07 | .24 |
| CNS | Academics good | 173 | 29 | 5.97 | .12 |
| CNS | Good with the computer | 288 | 52 | 5.54 | .11 |
| CNS | Good sense of time | 59 | 7 | 8.43 | .10 |
| CNS | Joint attention | 46 | 4 | 11.50 | .06 |
| Emotion | Brave | 34 | 5 | 6.80 | .37 |
| Neuromuscular | Physically coordinated | 132 | 23 | 5.74 | .24 |
| Speech | Pronounces words well | 102 | 19 | 5.37 | .44 |
Abbreviations: B:G, boy:girl ratio; CNS, central nervous system.
Profile Items With a Higher Than Expected Boy:Girl Ratio Among 1495 Boys and 336 Girls
| Behavior | Dependent or clingy (independence problems) | 4 | 7 | 0.57 | 9.9E-05 |
| Behavior | Eats sand | 44 | 20 | 2.20 | .00665 |
| CNS | Attention or focusing problem | 142 | 51 | 2.78 | .00219 |
| CNS | Small head | 2 | 4 | 0.50 | .00219 |
| CNS | Problems with spelling | 43 | 21 | 2.05 | .00235 |
| CNS | Memory lapse | 10 | 8 | 1.25 | .00405 |
| CNS | Developmental delay | 294 | 88 | 3.34 | .00782 |
| CNS | Fainting spell (passed out) | 1 | 2 | 0.50 | .03048 |
| CNS | Family history of ADD or ADHD | 91 | 31 | 2.94 | .03707 |
| CNS | Loss of or poor balance | 5 | 4 | 1.25 | .04263 |
| CNS | Sleepiness (somnolence) | 5 | 4 | 1.25 | .04263 |
| CNS | Poor short-term memory | 54 | 20 | 2.70 | .04902 |
| CNS | Learning disability or problem | 163 | 53 | 3.08 | .01238 |
| CNS | Poor math skills | 4 | 4 | 1.00 | .02047 |
| CNS | Dyslexia | 17 | 9 | 1.89 | .03093 |
| Digestive | Oily bowel movements | 4 | 4 | 1.00 | .02047 |
| Digestive | Constipation | 235 | 74 | 3.18 | .00530 |
| Digestive | Obstipation (intractable constipation) | 1 | 2 | 0.50 | .03048 |
| Digestive | Can't eat chewy food | 3 | 4 | 0.75 | .00789 |
| Digestive | Bloating after eating | 36 | 16 | 2.25 | .01892 |
| Digestive | Allergic stomach | 12 | 11 | 1.09 | .00024 |
| Digestive | 5 | 5 | 1.00 | .00952 | |
| Digestive | Reflux esophagitis | 2 | 3 | 0.67 | .01598 |
| Digestive | Family history of diverticulitis | 18 | 10 | 1.80 | .01676 |
| Digestive | Family history of gastritis | 9 | 6 | 1.50 | .02962 |
| Eating | Excessive eating of sugar, candy, or sweet food | 39 | 16 | 2.44 | .03667 |
| Eating | Eats lots of vegetables | 26 | 16 | 1.63 | .00082 |
| Emotion | Always frightened or afraid | 1 | 7 | 0.14 | 4.1E-07 |
| Emotion | Hysteria or flipping out | 24 | 12 | 2.00 | .01900 |
| Immune | Allergy, gluten | 118 | 48 | 2.46 | .00023 |
| Immune | Family history of allergies | 116 | 43 | 2.70 | .00304 |
| Immune | Allergy, egg | 100 | 38 | 2.63 | .00374 |
| Immune | Allergy, strawberry | 5 | 5 | 1.00 | .00952 |
| Immune | Sensitivity to bug bites (skin welts) | 30 | 14 | 2.14 | .01949 |
| Immune | Allergy, rice | 9 | 6 | 1.50 | .02962 |
| Immune | Sensitivity to latex | 1 | 2 | 0.50 | .03048 |
| Immune | Allergy, cat | 42 | 17 | 2.47 | .03481 |
| Immune | Allergy, ice cream | 7 | 5 | 1.40 | .03631 |
| Immune | Allergy, infant formula | 7 | 5 | 1.40 | .03631 |
| Immune | Allergy, shrimp | 5 | 4 | 1.25 | .04263 |
| Immune | Cerebral allergies | 3 | 3 | 1.00 | .04485 |
| Immune | Allergy, bug bite | 10 | 6 | 1.67 | .04686 |
| Neuromuscular | Trouble walking | 8 | 12 | 0.67 | 1.3E-06 |
| Behavior | Behavior purposeless | 49 | 3 | 16.33 | .0174 |
| Behavior | Destructive or mean behavior | 86 | 9 | 9.56 | .0217 |
| Behavior | Does not try to communicate with words or gestures | 125 | 12 | 10.42 | .0026 |
| Behavior | Excessively picks nose | 105 | 12 | 8.75 | .0194 |
| Behavior | Inappropriate or repetitive play or behavior | 252 | 42 | 6.00 | .0494 |
| Behavior | Limited interests | 223 | 33 | 6.76 | .0150 |
| Behavior | Like fans or spinning objects | 218 | 27 | 8.07 | .0014 |
| Behavior | Rectal digging | 33 | 1 | 33.00 | .0191 |
| Behavior | Stimming—door closing | 103 | 12 | 8.58 | .0235 |
| Behavior | Stimming—jumping | 138 | 15 | 9.20 | .0043 |
| Behavior | Stimming—running back and forth | 129 | 14 | 9.21 | .0059 |
| Behavior | Takes clothes off inappropriately | 104 | 13 | 8.00 | .0365 |
| Behavior | Unresponsive to school activities | 48 | 3 | 16.00 | .0196 |
| Eating | Picky or poor eater | 233 | 33 | 7.06 | .0067 |
| Neuromuscular | Fidgeting, jumpy, or moving all the time | 197 | 27 | 7.30 | .0094 |
| Speech | Receptive processing problem | 114 | 13 | 8.77 | .0143 |
Abbreviations: ADD, attention deficit disorder; ADHD, attention deficit/hyperactivity disorder; CNS, central nervous system.
Profile Items (Other Than Strength) Unique to the Pink and Blue Zones Sorted by System
| Behavior | 38 | 3023 | 835 | 3.62036 |
| CNS | 24 | 1101 | 327 | 3.36697 |
| Digestive | 22 | 419 | 130 | 3.22308 |
| Eating | 11 | 342 | 105 | 3.25714 |
| Emotion | 15 | 442 | 140 | 3.15714 |
| Immune | 44 | 607 | 165 | 3.67879 |
| Neuromuscular | 12 | 772 | 208 | 3.71154 |
| Speech | 8 | 6706 | 1910 | 3.51099 |
| Pink Systems Total | 174 | 13412 | 3820 | 3.51099 |
| Behavior | 57 | 7659 | 1373 | 5.5783 |
| CNS | 12 | 212 | 30 | 7.06667 |
| Digestive | 26 | 631 | 90 | 7.01111 |
| Eating | 15 | 1016 | 173 | 5.87283 |
| Emotion | 15 | 835 | 141 | 5.92199 |
| Immune | 29 | 392 | 49 | 8 |
| Neuromuscular | 3 | 228 | 43 | 5.30233 |
| Speech | 15 | 1056 | 190 | 5.55789 |
| Blue Systems Total | 172 | 12029 | 2089 | 5.75826 |
Abbreviations: BG: boy:girl ratio; CNS, central nervous system; PI, profile item.

Figure 6 With strengths set aside, all profile items are shown in this comparison of the profile item count data in Table 2. The graph summarizes findings that point to more central nervous system and immune system problems among autistic girls and more behavioral abnormalities among autistic boys.