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Speech research — leaderboards

journal/autism-evidence/2026-08-29-speech-research-leaderboards.md · updated 2026-08-29

Speech research — leaderboards

AUTISM SUPPLEMENT EVIDENCE LEADERBOARD

Best grade per intervention across speech/language outcomes (all tracks)

# Intervention Grade Human studies RCTs Speech-direct Participants Age range Largest trial Safety flag
1 folinic acid B 15 4 15 0 0-8y n/a —
2 essential fatty acids B 16 3 16 0 n/a n/a —
3 vitamin B6 B 12 1 12 0 1-18y n/a YES
4 iron B 11 1 11 0 0-49y n/a YES
5 vitamin D B 11 1 11 0 1-18y n/a YES
6 magnesium B 11 1 11 0 3-12y n/a YES
7 carnitine C 5 1 5 0 2-12y n/a —
8 iodine C 3 1 3 0 3-9y n/a YES
9 folate C 26 0 26 0 0-49y n/a —
10 vitamin B12 C 19 0 19 0 0-18y n/a —
11 calcium C 11 0 11 0 3-12y n/a YES
12 amino acids C 6 0 6 0 2-12y n/a —
13 vitamin A C 5 0 5 0 0-49y n/a YES
14 zinc D 11 0 11 0 0-49y n/a YES
15 copper D 5 0 5 0 0-15y n/a YES
16 selenium D 1 0 1 0 3-14y n/a YES

Ranking: evidence grade, then RCT count, then study count. Popularity never ranked.


SLEEP EVIDENCE LEADERBOARD

Interventions/deficiencies studied for sleep outcomes

# Intervention Grade Human studies RCTs Speech-direct Participants Age range Largest trial Safety flag
1 iron C 15 0 — 0 0-49y n/a YES
2 vitamin B12 C 8 0 — 0 0-18y n/a —
3 vitamin D C 7 0 — 0 1-18y n/a YES
4 folate C 5 0 — 0 0-49y n/a —
5 copper C 3 0 — 0 0-15y n/a YES
6 carnitine D 5 0 — 0 2-12y n/a —
7 vitamin B6 D 4 0 — 0 1-18y n/a YES
8 essential fatty acids D 4 0 — 0 n/a n/a —
9 amino acids D 4 0 — 0 2-12y n/a —
10 zinc D 3 0 — 0 0-49y n/a YES
11 selenium D 3 0 — 0 3-14y n/a YES
12 magnesium D 2 0 — 0 3-12y n/a YES
13 calcium D 2 0 — 0 3-12y n/a YES
14 vitamin A D 2 0 — 0 0-49y n/a YES
15 folinic acid D 1 0 — 0 0-8y n/a —
16 iodine D 1 0 — 0 3-9y n/a YES

Ranking: evidence grade, then RCT count, then study count. Popularity never ranked.


GI / MICROBIOME EVIDENCE LEADERBOARD

Interventions studied for GI outcomes

# Intervention Grade Human studies RCTs Speech-direct Participants Age range Largest trial Safety flag
1 zinc B 21 1 — 0 0-49y n/a YES
2 folate B 12 1 — 0 0-49y n/a —
3 iodine B 3 1 — 0 3-9y n/a YES
4 iron C 20 0 — 0 0-49y n/a YES
5 vitamin A C 17 0 — 0 0-49y n/a YES
6 essential fatty acids C 15 0 — 0 n/a n/a —
7 vitamin B12 C 11 0 — 0 0-18y n/a —
8 vitamin D C 9 0 — 0 1-18y n/a YES
9 calcium C 7 0 — 0 3-12y n/a YES
10 carnitine C 7 0 — 0 2-12y n/a —
11 vitamin B6 C 6 0 — 0 1-18y n/a YES
12 amino acids C 5 0 — 0 2-12y n/a —
13 magnesium C 4 0 — 0 3-12y n/a YES
14 copper D 2 0 — 0 0-15y n/a YES
15 vitamin E D 2 0 — 0 1-18y n/a YES
16 folinic acid D 1 0 — 0 0-8y n/a —
17 selenium D 1 0 — 0 3-14y n/a YES

Ranking: evidence grade, then RCT count, then study count. Popularity never ranked.


DEFICIENCY CORRECTION EVIDENCE LEADERBOARD

Track A only: correcting CONFIRMED deficiency -> functional outcome

# Intervention Grade Human studies RCTs Speech-direct Participants Age range Largest trial Safety flag
1 folate C 6 1 0 0 0-49y n/a —
2 folinic acid C 4 1 0 0 0-8y n/a —
3 calcium C 3 1 1 0 3-12y n/a YES
4 iron C 16 0 4 0 0-49y n/a YES
5 essential fatty acids C 8 0 1 0 n/a n/a —
6 vitamin B12 D 9 0 1 0 0-18y n/a —
7 vitamin D D 4 0 0 0 1-18y n/a YES
8 zinc D 2 0 0 0 0-49y n/a YES
9 copper D 2 0 0 0 0-15y n/a YES
10 selenium D 1 0 0 0 3-14y n/a YES
11 carnitine D 1 0 0 0 2-12y n/a —

Ranking: evidence grade, then RCT count, then study count. Popularity never ranked.


MOST STUDIED INTERVENTIONS

By total human studies

# Intervention Grade Human studies RCTs Speech-direct Participants Age range Largest trial Safety flag
1 iron A 162 9 11 0 0-49y n/a YES
2 iodine A 55 7 3 0 3-9y n/a YES
3 folinic acid B 40 9 15 0 0-8y n/a —
4 essential fatty acids B 108 8 16 0 n/a n/a —
5 folate B 122 7 26 0 0-49y n/a —
6 magnesium B 58 7 11 0 3-12y n/a YES
7 vitamin B6 B 57 6 12 0 1-18y n/a YES
8 zinc B 99 5 11 0 0-49y n/a YES
9 carnitine B 47 5 5 0 2-12y n/a —
10 vitamin D B 99 4 11 0 1-18y n/a YES
11 amino acids B 45 2 6 0 2-12y n/a —
12 vitamin B12 B 105 1 19 0 0-18y n/a —
13 copper B 37 1 5 0 0-15y n/a YES
14 selenium B 19 1 1 0 3-14y n/a YES
15 calcium C 43 1 11 0 3-12y n/a YES
16 vitamin A C 51 0 5 0 0-49y n/a YES
17 vitamin E D 10 0 0 0 1-18y n/a YES
18 probiotics D 2 0 0 0 n/a n/a —

Ranking: evidence grade, then RCT count, then study count. Popularity never ranked.


MOST PROMISING BUT PRELIMINARY

Grade C — worth watching, not established

# Intervention Grade Human studies RCTs Speech-direct Participants Age range Largest trial Safety flag
1 carnitine C 5 1 5 0 2-12y n/a —
2 iodine C 3 1 3 0 3-9y n/a YES
3 folate C 26 0 26 0 0-49y n/a —
4 vitamin B12 C 19 0 19 0 0-18y n/a —
5 calcium C 11 0 11 0 3-12y n/a YES
6 amino acids C 6 0 6 0 2-12y n/a —
7 vitamin A C 5 0 5 0 0-49y n/a YES

Ranking: evidence grade, then RCT count, then study count. Popularity never ranked.


NEGATIVE OR CONFLICTING EVIDENCE

Weak grades despite substantial study — evidence did not hold up

# Intervention Grade Human studies RCTs Speech-direct Participants Age range Largest trial Safety flag
1 zinc D 11 0 11 0 0-49y n/a YES
2 copper D 5 0 5 0 0-15y n/a YES

Ranking: evidence grade, then RCT count, then study count. Popularity never ranked.


INTERVENTIONS WITH IMPORTANT SAFETY CONCERNS

Excess-intake harm flags; supplementation without deficiency not supported

# Intervention Grade Human studies RCTs Speech-direct Participants Age range Largest trial Safety flag
1 iron A 162 9 11 0 0-49y n/a YES
2 iodine A 55 7 3 0 3-9y n/a YES
3 magnesium B 58 7 11 0 3-12y n/a YES
4 vitamin B6 B 57 6 12 0 1-18y n/a YES
5 zinc B 99 5 11 0 0-49y n/a YES
6 vitamin D B 99 4 11 0 1-18y n/a YES
7 copper B 37 1 5 0 0-15y n/a YES
8 selenium B 19 1 1 0 3-14y n/a YES
9 calcium C 43 1 11 0 3-12y n/a YES
10 vitamin A C 51 0 5 0 0-49y n/a YES
11 vitamin E D 10 0 0 0 1-18y n/a YES

Ranking: evidence grade, then RCT count, then study count. Popularity never ranked.

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