Variant-specific pathophysiological mechanisms ofAFF3differently influence transcriptome profiles

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This study investigates the pathophysiological mechanisms of AFF3 variants, which are associated with KINSHIP syndrome characterized by intellectual disability, mesomelic dysplasia, and horseshoe kidney. By analyzing patient cohorts and using zebrafish and cellular models, the authors demonstrate that both dominant-negative and loss-of-function mutations alter transcriptome profiles in distinct ways, with homozygous loss-of-function leading to more severe phenotypes than heterozygous states. The research highlights that minute changes in AFF3 function significantly impact transcriptional elongation and DNA repair pathways, underscoring the gene's critical role in neurodevelopment. The paper does not explicitly discuss endometriosis or adenomyosis; it was included in the corpus via a keyword match in the upstream search index.

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Abstract

Background We previously described the KINSSHIP syndrome, an autosomal dominant disorder associated with intellectual disability (ID), mesomelic dysplasia and horseshoe kidney,caused by de novo variants in the degron of AFF3. Mouse knock-ins and overexpression in zebrafish provided evidence for a dominant-negative (DN) mode-of-action, wherein an increased level of AFF3 resulted in pathological effects. Methods Evolutionary constraints suggest that other mode-of-inheritance could be at play. We challenged this hypothesis by screening ID cohorts for individuals with predicted-to-be deleterious variants in AFF3 . We used both animal and cellular models to assess the deleteriousness of the identified variants. Results We identified an individual with a KINSSHIP-like phenotype carrying a de novo partial duplication of AFF3 further strengthening the hypothesis that an increased level of AFF3 is pathological. We also detected seventeen individuals displaying a milder syndrome with either heterozygous LoF or biallelic missense variants in AFF3 . Consistent with semi-dominance, we discovered three patients with homozygous LoF and one compound heterozygote for a LoF and a missense variant, who presented more severe phenotypes than their heterozygous parents. Matching zebrafish knockdowns exhibit neurological defects that could be rescued by expressing human AFF3 mRNA, confirming their association with the ablation of aff3 . Conversely, some of the human AFF3 mRNAs carrying missense variants identified in affected individuals did not complement. Overexpression of mutated AFF3 mRNAs in zebrafish embryos produced a significant increase of abnormal larvae compared to wild-type overexpression further demonstrating deleteriousness. To further assess the effect of AFF3 variation, we profiled the transcriptome of fibroblasts from affected individuals and engineered isogenic cells harboring +/+, DN/DN, LoF/+, LoF/LoF or DN/LoF AFF3 genotypes. The expression of more than a third of the AFF3 bound loci is modified in either the DN/DN or the LoF/LoF lines. While the same pathways are affected, only about one-third of the differentially expressed genes are common to these homozygote datasets, indicating that AFF3 LoF and DN variants largely modulate transcriptomes differently, e.g. the DNA repair pathway displayed opposite modulation. Conclusions Our results and the high pleiotropy shown by variation at this locus suggest that minute changes in AFF3 function are deleterious.
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Keywords

mesomelic dysplasi a, ho r seshoe kidne y , in t el lectu a l d isability , t r ans c r ipt ome, e x ome . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint Abstr act Backgr ound W e pr ev iou s ly de s cribed t he K I NSS HIP sy nd rome, an autosomal dominant disorder as s o ciated with int ellectual d is ability (ID ), mes om eli c dysplasia a n d h orses hoe kid ney, cau s ed by de nov o variants in the degron o f AFF3. Mou s e kno ck-in s and overexpression in zebrafish prov ided evidenc e f or a dom i n an t-negative (D N) mode-o f -action, wherein an i nc r eas ed level of A FF 3 resulted in pathologi cal effects. Met hods Evolutionary c onstr aints s u gge st t hat ot her mo d e-of -inh e ritance could be a t play. We c h a llenged this hypothesi s b y s creening ID c oh or ts for i n div i du a ls with pr edic t ed- to -b e delete r i o us variant s i n AFF3 . W e u s ed both animal and c ellular mode ls to asse ss the delet erio usne ss of the ident ifie d variants.

Results

W e identified an i n div idua l w it h a KI NS S H IP-like phenot ype ca r ryin g a de novo p a r tial duplicati o n of AF F 3 furt her str engthening t he hypot hes is that an increa sed level of A FF3 i s pathological. W e als o d e t ected sev ent een individuals displayi n g a m i lder s ynd rome with ei t her het e rozygou s LoF or biallel i c missen s e variants in AFF3. C on s istent with s emi- dominance, we dis covered t hree patien t s with homozyg o u s L o F and o ne compoun d het e r ozy got e fo r a LoF and a miss en se var i ant , who presented mor e s evere ph enot ypes than th ei r he tero zygou s par ents. M atching zebr afis h knoc k d own s exhibit neu rological defects that could be r escued b y expres sing human AF F3 m R N A , confirming t hei r as so ciation with t he ablation o f aff3. Conve r s ely, s o m e o f the hu man A FF3 mRNAs carr yi n g mis s en se v ar ia n ts identi f i ed in af fected ind ividuals did n ot c om plemen t . Ov er ex p ression o f mut ated AFF3 mRNAs in zeb rafish embr y o s p roduced a significant increa se of abnorm al lar v a e compar ed to wild -type overexpr es sion fur ther d em ons t ra ting deleteriousness. To fu rther ass es s the ef fect of AFF3 variation , we pr o fil ed th e tr ans cript ome of fibr ob las t s from affected ind ividuals a n d engi n ee red i s o ge n ic cells harb oring +/ +, D N /D N , LoF/ +, LoF/ LoF or D N /L o F AFF3 genotype s. The expre s si o n of mor e than a third of th e AFF3 bound loci is modified i n eithe r the DN/ D N or t he LoF/ LoF lines. W h ile th e same pat hwa ys are affected, o nly about o ne- thir d o f the di ffer en tial ly expr es sed gene s a re c o mmon t o these hom ozy gote datasets, indicating tha t . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint AFF3 LoF and DN variant s lar gely modu l at e tr a n s cript omes differentl y, e. g. the D N A repair pathway dis p l a yed oppo s ite mo dulati on. Conclu si o ns Our r esult s and the high pleiotr opy sho w n b y v aria tion at this l o c us s u g g e s t th at minut e chang es in AFF3 function ar e d e le t erious. . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint

Background

AFF3 enc odes t he ALF T r ans cription Elong a tion F act or 3 (MIM *601464), a member o f a gen e f a mily with f our par alogs (AFF1-4 ) in ma mmals. These nucl ear pr ot eins f un ction as tr ans cription a l activa t or s, pr o moting R N A elong a tion 1-3 . They shar e con ser v ed N -t ermin al ( N H D) and C- t erm i n a l homology dom a in s (C HD) 4 , an AF4- L A F 4- FMR2 (A L F) domain 2,3,5 , which c on t ains the degr on moti f , a Serine- r ich tr ans activ a tion domain ( T A D) 6 , and a nuclear/nuc leolar loc alization se q uence (NL S) (Figur e 1A). A FF pr ot eins ar e in t egr a l c omponen ts o f tr ans cr i p tional supe r elong at ion c omple x es (SE C s) t hat include pos it i v e tr anscription elong a ti on f ac t or (P-TEFb) 2,3 . S E C s a r e m a d e o f a n A F F f amily member as s c af f old, YEA TS d omain-c ont aining M L L T pr o t eins ( m y el oid/ lymphoid or m i x ed - lineag e leuk em i a; tr ansloc at ed t o) , a nd an ELL (Elong a tion F act or f or RN A P olymer ase II) pr ot ein 2 . B y ph os pho ryla ting t he C- t erm inal d omain of R N A po lymer ase II, these c omp l e x es r egula t e th e RNA tr ans cript ion elong a tion pr oces s 3,7 . D i s t i n c t c o m b i n a t i o n s o f c o m p o n e n t s y i e l d d i f f e r e n t S E C s pr oviding g ene t ar g et specific it y 2,3 . A FF3 r egulat es t he e xpr es s ion of g enes in v olved i n mesoder m and ect oderm devel op ment, as w ell a s mes en ch ymal cel l pr ol if era tion, cell adhes ion , an g iog enesi s , c a r tilag e and lens develop men t and imm unoglobulin class swit ch r ecom bina tion 8,9 . It w as r ec en t ly link ed with t he es t ablishmen t of bi ologic al r h ythms, e.g. somit og enesis pr ogr ession and nic he swit ching 10,11 . The SE C- L 3 com ple x , whi c h inc orpor at es AFF3, is enr ic hed a t im pri n ted l oci, f or e x ample a t th e lncRN A XI S T locu s tha t initiat e X chr omosome i n a ctiv a tion 12,13 . AFF3 binds bo th silen t and ac t ive chr oma tin r egions t o modu lat e e xpre s sion of imp r i n t ed r egions. F or e x ample, within the D lk1-Dio 3 in t er v a l, it is r ecruit ed by ZFP 281 t o th e Meg3 enhancer r eg ion t o maintain an ac t ive c hr omati n st a t e th r o ugh H3K27ac modific a tion a nd an allele -spec ific e xpr es s ion 8,14 . W e pr ev iou s ly r epor t ed th e a sso c ia t i o n of AFF3 alt er a ti o ns with K IN S SHIP s yndr ome 11 . T w enty-on e af f ect ed indiv iduals allow ed del inea t ion o f i t s car d i n a l c har ac t erist ic s. Su ch individuals pr esent e d with dev elopme n t a l dela y/ in t ell ectual dis ability ( DD / ID ), br a in a tr oph y , e pilept i c enc eph a lop at h y , f ailur e t o thr i v e, hor seshoe kidney , a s p e cific mes om el ic dy s pla sia , fibular h ypoplasia, scoliosi s , h ypert richos i s, dy smor phic f a cial f eat ur es, g as tr oin t est i n a l and pulm on a r y s ympt om s . Thi s aut osomal dominant dis ease i s as so cia t ed w it h de novo g erml ine missen se v arian ts and delet ions , as w ell as mosaic v a r ian ts, in t he c o nser v ed degr on moti f o f AFF3 11,15 ( Figur e 1A ) . Bot h m ous e knoc k - ins and ov er expr es sion in zeb r afis h su g g est ed a do minan t -neg a tive (DN) mode of action , wher ein an incr ease d lev el o f AFF3 r e sult ed in t he p a thol ogic al e ff ec t s . . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint Acc or ding t o popu l a tion met r ics pr e sen t ed in G no mAD v2.1.1 16 , AFF3 is under c ons tr ain t with a pLI=1 and a pLOEU F=0.22 1, whic h su g g e st s t ha t AFF3 haploinsuf ficiency c ould also be de let erious . Consi st en t with this h ypot hes i s, mo s aic C GG t rinucleotide-r epea t e xpansi ons in t he pr omoter o f AFF3 th a t r esult in i ts h yperm eth yla tion and s ilencing , w er e as so ci a t ed with mi ld ID , speech and mot or dela y s, s ei zur es , beha vior al di stu rbance s , g ener alized h y p ot onia, dy smorp hic f ea tur es an d c ong enit al a n omal ies 17,18 . Her e we des cribe nov el AFF3 g enetic alt er a t ions as s o cia t ed with an over e x p ress ion disea s e mechanis m , a s w ell as t he ef f ect of decr ease d AFF3 function thr ough haploinsuf ficiency , homo zy gou s tr unc a tion and aut osomal r ecessiv e i n heri t ance. The af f e ct ed individuals pr esen t s ympt oms tha t part ial l y ov erlap t hos e of K IN SSHI P . Mat erials and Methods Samples and variant s iden ti f ic at i on Inf or med c ons en t f or ms we r e ob t ain ed f or a ll a f f ec t e d ind ivi d uals or thei r guar dians part ic ipa ting in this stu dy . The curr en t st udy w as a ppr ov ed by the CER ( “ C ommiss ion d'é thiqu e d e l a r ec her c h e ”) of the c ant on of V aud ( Pr ot o col n u mber : CER- VD 2021-01400) . Thi s r es ear ch c omplies with the principles of t he Declar a ti o n o f H els inki. The ID s of aff ect ed i n div idu a ls a r e unknown to anyone outside the research group . Aff ect e d individuals unde r wen t g enet i c cou ns elling and clinic a l e xam i n at ion f oll o wed by e x ome s equ e n c ing a s de scribed 19,20 and/ or arra y c omp a r a tiv e g eno m e h ybridiza tion, made e x ception of proband B1 who w as s equenced with the Illumina T ruSigh t O ne Expanded panel cov ering about o ne thir d o f the e x ome. G enom e sequenci n g w a s p erf or med o n the D U P1 individual t o char act er i ze the br ea kpo i n t s . Prot ei n model Alignment of mult iple AFF3 or thologous sequence s w as p erf or med with the Clust al Ome g a t ool 21,22 . 3D m odell ing f or A FF 3 (UniPr ot: P5182 6) and SIAH 1 (UniPr ot :Q8IU Q4) in t er action w as built usi n g t he S w is s - P db View er 23 as pr e vi ously de scribed 11 . Z ebrafish hus ba ndry Ze b ra f i s h ( Danio rer io, Or egon AB ) w er e maint ai n ed a t 28.5 ° C o n a 1 4:10 h lig h t / dar k cy cl e. Z ebr afish ar e s t ag ed b y hour s ( h) or da y s (d) pos t f ert ili za tion (p f ). A du lt zebr afish w er e ho us ed in Activ e Blue r ack s (T ecniplast , Bugu ggiat e, It a ly) with a ma xi mum of 20 fis h per t ank. A l l p roc e d ure s . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint c omplied wi t h the Eur opean Con v e n tion fo r th e Pr ot ection of A nima l s f o r Experimen t a l and Sc ien t ific Purpose s (ET S number 123) and t he Na tional Ins titut es of Heal t h guide f or the c are and use of Labor a t o ry animals . Housing and e xperimen t s wer e appr ov ed b y the V aud c an t on a l author ity (autho r iza t i o n VD-H21). Z ebrafish CRISPR-Cas 9 model W e g ener at ed f ounder F0 mut an t zeb r af i sh deplet ed f or aff 3 by CRIS PR/Ca s 9 g enome ed i t ing. T wo s ingle s y n thetic guide RN A s ( sgR NA s) t ar g eting th e c oding sequence in aff3 e x on 6 of bo th isof or ms annot at e d by Ensembl (Z ebr a f is h G R Cz11) ( sgRNA_r 2 5 ’ - T CC AAAG C AG T A C CCA G CCA AGG -3’; sgRNA_r 19 5 ’ - G C A C C T G A G A AT ATATA C C T T G G -3’) w er e designed wit h the CH O P C HO P t ool 24,25 a nd or der ed fr o m S yn thego , R edw ood City , CA, U SA. A t o t al of 1n l of a c ockt ail co n t ain ing 50 ng /μl of gRNA_r2, 5 0 ng /μl o f gR NA_r19 and 200 ng / μl of T ru e C ut TM Cas 9 v2 ( In vi t r og en) w as inject ed in t o one t o t wo -c ell s t ag e e mbry os. In moc k-injec t ed lar v ae, the Cas9 w a s r eplaced b y t he s ame v olum e of w a t e r . K C l (200 mM ) w a s added t o inc r eas e e f f ic ienc y . T o det erm i n e t he C RISP R-Cas 9 t ar g et i n g e fficiency of ea ch sgR NA in 5dp f f ound er (F0) mut an t s , a mi s m at c h de t ec t ion a s sa y u sing T7 endonucleas e 1 ( Ne w En gland Biolabs, Ip swich , M A, Unit ed S t a tes) w as perf or med. B r iefly , DNA w as e xtr ac t ed, and PC R amplifie d w it h pri m er s flanking the s gRNAs t ar get si t e (5’- TCC A AA G CAG T A CCC AG CC A A GG T A T A T A T TCT C AG GT GC - 3’). P CR pr oducts w er e d ena tur ed, r eannealed, and incuba t ed with T7 f or 15 minut es a t 37° C. The r eaction w a s s t opp e d by add i n g 1 .5 μl of 0.25 M ED T A . The pr oduct s w er e t hen separ a ted on 2% a g a r o s e gel t o det e rmi n e r earr ang ements a t the t ar g et ed s it e. Locomot io n as say s A t 72 hp f , the esc ape r e sponse t est w a s p erf or med t o ev al u at e the s wimm i n g ability of the fis h upon a sligh t t ouch st imul a tion. The motion o f ev e ry lar v a w as e xamined and scor ed as « norm a l swimm i n g », « pause », « l o oping sw imming », « pinwheel swimming » o r « mo tio nless » due t o malf orm ations. A t 5 dp f , we analyzed spon t aneous z ebr afis h m otili ty usi n g t he Zeb r abo x ® r ec o r ding s y s t em (Viewpoin t, L issie u , Fr an ce) equipped with infr ared i llumi n ation f or im a ging in t he dar k . Locom otion w as r ec or ded f or each la r v a on a 96-w ell plat e f o r 30 minu t es ( 15-minu t e adapt atio n phase in th e lig h t f ollow ed by a 15-minut e phase in th e dark) and pr esen t ed as slow (3- 6 mm/ s ) and high v elocities (>6 mm / s) 26 . The v el o c it y of th e fis h w as t r a ck ed wit h the V iew p oin t softw ar e and e xperim en t s w e r e pe r f orm ed a t m inimu m th r ee t i mes . Th e r es u l t ing dat a w e r e p oole d . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint t og ether f or st a tistic al analy sis. F i sher ’ s e x act t est or one- wa y A N OV A a naly s i s w er e perf ormed bas ed o n the da t a with Prism10. Immunof l uo res cen ce PT U ( 1-phen yl 2-thiour ea - 75μM) tr e a tm ent w as used on 24hp f zebr afi sh t o pr ev e n t p i gm ent ation . A t appr opri a t e dev e lopment al s t ag es , em bry os wer e dechorionat ed and e uthanized with 0.0168 % tr i c aine ( S igma- A ldrich) a n d immedi at ely fix ed in 4% PF A f or 1 h a t R T . P er meabiliza t ion of larvae w as a c h i ev ed with 1X p hos ph at e saline b u ff er (PBS), 0.5% T r it on X-100, f or 90 min a t R T an d s u b s equen t ly in 1X PBS, 1%T rit on X- 100, f or 2h a t R T on a s low s h ak er . Embr yos w er e th e n incuba t ed i n bl ocking buf f er (1% BSA i n 1X PBS) fo r 1h a t R T and incuba te d in prima ry an t ib odies , mouse an ti-s y n ap t ot agmin 2 (Znp-1 , dilut ed 1:100 in blo ckin g solution – DSH B , Iow a Cit y , IA, U n i t ed S t a tes) or mous e an t i -is let 1 a nd 2 (39.4D5, d i lut e d 1:100 in b lockin g s olut i o n – DS HB , Io w a City , IA, U nit ed St a t es), ov ernigh t at 4°C on a slow s ha k er . Af t er 3 w as hes in 1X P BS, the emb ry os w er e incuba t ed with a sec ondary an tibody , Ale x a Fluor™ 48 8 c onju g a t ed (dilut ed 1:500 in bloc ki n g s o l u tion, In vitr og en), ov ern i gh t at 4 °C. Nu c lei w er e st ai n ed wit h D API (dilut ed 1: 8000, Sigma- Aldr i ch) f or 5/10 min a t R T . A f ter w ashing in PBS, zebr afis h l arv a e w er e mo un t ed o nt o m icr osc opi c s lides with Mowiol 4-8 8 (Sigma-Aldr i c h) . Ima ging w a s perf or med usin g LS M880 air ys c an c o nf oc al micr oscop e (Car l Z eiss). E v alua tion of m otor neur on s ’ str uctur e and hind br ain spinal c or d pr ojecting neur ons’ d evelopm en t w as per f ormed 27 . Mor pholo gic al an alyse s Imag es of 5dp f zebr af ish w er e acq uir ed with a L e ic a mic r os c ope (M 1 65 F C) and Leic a C M OS c a m er a ( IC9 0E, Leic a Camer a A G, W etz-lar , German y) f or mor phologic a l ins p ec t ion. In t er-ocula r dist anc e and head widt h w er e qu a n t ified using th e Fij i s of tw ar e 27 . Fis her ’ s ex a ct t est or o ne-w a y ANOV A analy si s w er e per f orm e d w it h Prism10. St ain ing of cartil agin ous s tructur e A t 5dp f , em b ry os wer e eu thanized with 0.0168% tr icaine (Sigma-Aldrich) a nd fix ed ov ern igh t in 4% PF A a t R T . Fix ed embr y os w er e w a s hed f o ur times with 1X PB S and 0.1 % T w een-20 ( PB ST) and bleac h ed with 30% h y dr ogen per o xid e f or 2h a t R T . A f t er th r ee wash cy c les with P BST , specimen s w er e t r ans f er r ed int o an A lc ian Blue solut i o n (1% co n c en t r a t ed h y dr ochloric acid, 70% ethanol, 0.1% A lc ian blue) and st ained ov ernigh t a t 4 °C. Embry o s w er e rinsed a f ew times with a cidic . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint ethanol (5% c oncen tr a t ed h y dr ochloric ac id, 70 % et hanol, HCl-E t O H ) and incuba t ed in acidic ethanol f or 20m in at R T on a slow sh a k er . Specimens wer e then r e - h yd r a ted as f ollow s : (i) 5/ 10min a t R T i n 1 m L o f 7 5 % H C l - E t O H / 2 5 % H 2 O d ; (ii) 5/ 10 min a t R T in 1m L of 50% HCl-E t O H / 50 % H 2 O d ; (iii) 5/ 10 min at R T in 1mL o f 25% HCl- E t O H / 75% H 2 O d and (iv) 5/ 10m i n a t R T i n 1 mL of 1 00% H 2 O d . Speci m ens w e r e s t or ed in 1mL of 5 0% G ly ce r ol and 50% (1%) K O H or k ept in 100% Gly cer ol f or e xt ended s t or ag e. St aine d emb r y os w er e p os itioned in 50% G ly cer ol and 50% (1%) K OH solution i n a P et ri dis h. The h ea d w a s phot ogr aphed i n a ve n t r al–dor sal and a l at er al view u s ing a s t er e o micr osco pe (Mot i c SM Z-171 ) wi t h the Mo tic Im age Plus s o ftw ar e (v er sion 3 .0). O ver expr es si o n a nal ysis in z ebrafish T ag g ed hum an AFF3 wi ld- type mRNA (GenBank: NM_002 285. 3) w as c loned int o pEZ-M13 v ect or 11 . The v arian t s of i n t e r es t, i . e . the tw o KINSSH IP v arian ts V al 2 35 G l y and Ala233Thr and the thr e e newly-iden tif ied mis sense v arian ts G ln179Glu, L y s5 28Ar g and Thr594 Ser , w er e enginee r ed usi n g the QuikChang e II XL Sit e- Di r ect ed M ut ag enesis Kit f o l lowing t he ma nuf actur er ’ s ins tr uc t ions (Agilent T ec h nologies ). P ositiv e clones w er e c onfirmed by Sanger seque ncing. AFF 3 m R N A w a s tr an scribed fr om th e l inea r ized v ect or pE Z-M13+AFF3-FLA G W t 11 or co n t a i ning eac h of the s tudied v a r i a n t s u s i n g t h e m M E S S A G E m M A C H I N E T 7 t r a n s c r i p t i o n k i t ( A m b i o n ) a n d p u r i f i e d u s i n g R N e a s y Mini Kit (Qiagen) fo l lowing the man uf actu r er s’ ins tr uction s. The injection mix c ons is t ed of th e mRNAs a t th r ee dif f er en t c oncen tr a ti on s (18 0 n g , 360 n g and 720 ng) d i lut ed in RNAse-fr ee w a t er . 1nl of each diluted mRNA w as injected inside t he y olk, below t he cell, in A B wild- t y pe zebr afis h embry os a t the on e t o tw o-cell s t ag e. D istille d wat er w as inject ed as v e hicle c on tr ol in a simi la r v olume. Dep end i n g on R N A am ounts, e x per ime n ts w er e r ep eat ed t wi ce or thr ee ti m es . Phenotypic R es cue in zebr afis h W e en g ineer ed F0 zebr afish deplet ed f o r af f 3 by CRISPR /Ca s 9 g enome editing and e x pr es sing the human AFF3 mRNA o f i n ter es t. The r escue e xperime n t w as co nduct ed by evalua ti n g th e s p on t aneous zebr afi s h mot ility in t he dark u sing the Z ebr abo x ® r ec or ding s y st em (Viewpoin t, Li s sie u , Fr an ce). The inje ction mix con s is t ed of sgR NAs/Ca s9 c omple x and hum an AFF3 m R N A W t (f or the pheno typic r es cue) or th e h uman AFF3 m RN A c a r rying each v ari an t o f i n t e r est . Di f f er e nt c onc en t r a tions of hum an AFF3 mRNA W t (25 n g , 5 0 n g , 7 5 ng, 10 0 n g , 15 0 ng , 200 n g) w er e t es t e d t o r ea ch t he phenotypic r escue. Phen otypic r es c u e by t he v a r ia n ts was ass es s ed by injecting 1nl o f mix c on t aining sgR N A s/Ca s 9 com ple x + 75n g (75 pg /μl) of each mR N A in t o on e or tw o-cell st age . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint embry os. The s gR N A s w er e inject ed a lone in m oc k-inject ed l arv a e wit h Cas9 r eplac ed b y t he same v olume o f w at e r . The Gr aph P ad Pri sm s of tw ar e (v er si o n 10 .0) wa s u s e d t o per f orm s t atis tica l analysi s o f the da t a. A one-w a y A N OV A t est was adopt ed t o det e rmi ne diff e r ences betw een e xperime n t al gr ou ps . Experimen t s w er e per f or m ed s ev en tim es. HEK293 T i sogenic cell line s HEK293 T c ells w er e used t o engineer AF F 3 knock-ins (K INSSHI P) and knoc k outs (LoF) cell lines by CRISPR/ Ca s 9 g enome editing. F our guides w er e used t o cr eat e th e LoF l ines: one t ar g et i n g th e c oding sequen ce of e x on 6, desi gn e d with t he Ther mo Fisher Scien ti fic t ool, and th r ee t ar g etin g e x on 5 w it h th e Gene K nock out Kit v 2 of Syn t hego . T o engineer th e KIN S SH IP lines, on e s gR NA t ar g et i n g the c oding sequence in e x on 6 desig n ed u sing t he Ther mo F is her Sci en t ific t ool, w as c ombined with a D NA dono r t empl a t e t o knock-in the A la233Thr v arian t . The sg R N A s, D N A dono r t empl a t e and c or r esponding sequen c ing prim er pai r s w er e or der ed a t I n vitr og e n , S yn thego , or Sigma-Aldr i ch. The c oc k t ail t o indu ce AFF3 k n o ck-ou t co n t ained 7.2μg of th e f our c ombined sgRNA s and 36.2 μ g o f T r ueCut TM Cas 9 v2 pr ot e in ( In vi t r og en). In the KINS S H IP model, 7.2μ g of th e sgRNA by Thermo Fi sher Sc ien t i f ic , comb i n ed wi th 36.2 μg of T r ueCut TM Cas9 v2 pr ot ein and 14.5 μg d s D N A dono r , w ere u s ed. E ach mix w as tr ans f ect ed using t he Lipof e ct amine™ CR ISPRMAX ™ Cas9 T r an sf ection R eag en t Kit (In vi tr o gen ) on 10 c m HEK293T c ell pla t e s acc or ding t o th e manuf actur er's pr ot ocol. 48h aft er tr ansf ec t i o n, cell s w er e collect ed, r esus pend ed pos t-c oun ting , and diluted a t a dens it y of 8 cell s/ml. 100 μl of t his r es uspen sion w as tr an sf er r ed t o ea ch w el l of a 96/i1 well pla t e. A t the desir ed cell conf luenc y , clones w er e s cr eened with t he Q IA pr ep& CRISPR kit ( Q IA st ock , Q IAG E N , A G). V arian t s wer e c onfirm ed by Sang er s equ enc i ng. Het er o zy got es w er e fur ther c onfirmed b y cloning and s equencing of both alleles . W e engi neer ed fi v e biall e lic L o F HEK293 T li n es (LoF /L oF) w it h dif f e r en t c omb ina t ions of var iants (line s N o.20 and 9 8: s t op- g ain/ s t op-g ain; No .15: s t op-g ain/20b p deletion ; N o .4: 4bp deletion / 114b p del et ion; No.216: 94bp deletion/94bp deletion ) , o ne het e r o zy gous LoF st o p-g ain/ + line (No.1), tw o homo zy gous Ala233Thr / Ala233Thr KI NS S H IP / KI N S SHIP lines (N o .54 and 90) and tw o co mpound het e r o zy gou s KI NS SH I P and LoF li n e s (No.5 1 and 86: A la233Thr/ st o p-g ai n ). Thes e t en li nes and thr ee unm u t a ted HEK293 T lines w er e gr own simult aneously i n b i o l o g ic al tripli c at e b e f or e RNA e x t r action wit h RNeas y Mini Kit (QIAs t ock, QIA GEN A G). The nomencla tur e of t he engineered v ariants is: A. Stop g ain ( t hrou gh A insertion) : G RC h37:2:10 06232 65:A :AT, N M _002 285.3 : c.70 1dup, NP _00227 6.2:p.( Tyr2 34Ter ) N C _00 00 02.11: g.10 0623 266dup . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint B. 4bp del : G RC h37:2: 1006 23262 :CA CAT :C, NM_002 285.3 :c .701_70 4del, NP _00227 6.2:p.( Tyr2 34Ter ) N C _00 00 02.11: g.10 0623 265_100 62326 8del C. 20bp del : G R Ch37: 2:100 62324 7: GC C GT CCAT T GGC CT CA CATA:G, N M _002 285.3 :c .700_7 19del, N P _00 2 276.2:p.( Tyr2 34Pr of sTer6) N C _0 0000 2.11: g.1 00623 249_100 623 268del D. 94bp del : G R Ch3 7:2:1 00623 727:A C G A G G GCT G G T TC T G GGC TC TT GAATC T GCAAC AAA A TG T TCA T C G A TC TT GTTCA CA G G AG TC T GAGGAAC CC CAG G T TT G GGAAC T CCAAC G :A, N M _002 285.3 :c .276_3 69del, N P _00 2 276.2:p.(Val9 3LeufsTer97) N C _0 0000 2.11: g.1 00623 728_100 623 821del E. 114bp del: G R Ch3 7:2:1 00623 258: G CC TCA CATAC GC G GTC G GTT TC T GC T GGACCA GG CT GG G T TT T GAAGC T AGGGAT G G A GG A AAGT TC T G A ACAC A G T G TC C GC T G C T GC T G T G CT TG GCC G C CATG GC AGG T GG C: G, NM _002 285.3 :c.5 94_70 8del, NP _002276.2 :p .(Arg198Ser f s Ter 16) N C _0 0000 2.11: g.1 00623 260_100 623 374del F. Ala233Thr K IN SSHIP variant : G R Ch37: 2:10062 3268: C GC :G GT, N M _002 285.3 :c .697_6 99delinsACC , N P_00227 6.2:p.(A l a233 Th r) N C _0 0000 2.11: g.1 00623 268_100 623 270delins GGT Fibroblas ts Fibr oblas t cell s fr om tw o pa ti en ts ’ ski n biopsies and t hr ee health y ag e-ma t c hed con t r ol indiv iduals (2-16 year s of age) w er e gr own simult aneo us ly . A t the desir ed cell c onfluency , R N A was e xtr a ct ed with RNeas y Mini Kit ( Q IA st ock , QIA GEN A G). T r an scr i p t ome pr ofil ing RNA q uali t y w as as s e ss ed on a Fr ag men t A nalyzer ( Agilen t T ec hn ologi es ). The R N As had R QNs betw een 9.0 and 10.0. R NA- s eq libr ar ies w er e pr epar ed fr om 500 ng of t otal RNA with the Illum ina T ruSeq Str and ed mRN A reag en ts (Illu mina) using a u niqu e dual inde x ing s tr a t egy , and f ollowing t h e of ficial pr o t o col au t omat ed on a Scic lon e liquid h a n dli n g r obot ( P erki nElmer). Libr ar ies w ere quan tif ied by a fluor ometr ic method (QubIT , Lif e T e chnologies) and their quality asse ssed on a Fr agmen t An a ly zer (Agilen t T ec h nologies ). Sequencing w a s perf or med on a n Illumina Nov a Seq 6000 f or 100 cy c les singl e r ead. S equencing da t a w e r e demul tiple x e d using the bc l2f a s t q2 . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint Con v er sion Soft war e ( v er sion 2.20, Illumina). W e pr ofiled tr ans cript omes wi t h a mini mum of 17.9 and 52.9 million mapped r eads f o r HEK 293 T a n d fibr oblas ts, r e spec t ively . The HEK293 T and fibr ob l as t r eads ar e depo s it ed in G E O under a c ce s s ion G SE 2416 21 (t o k e n ot e zqc sslbctb yx ) and G S E246 554 (t ok en wx ibc y qa t dyphkl), r espec t ively Ra w r eads w er e aligned t o th e human (hg38) g enome us ing S T A R (2 .7. 10b), the e x act par amet er s ar e: ST AR 28 --runMode alignR eads - - tw opass M ode Basic -- outSAM type BAM Sor t edB y C oor dina t e --ou tSA Ma t tribut es A ll -- r eadFiles C ommand "g zip -dc" - -quan tM ode GeneCoun ts. Gene c oun ts w er e g ener a t e d us ing F eat ur eCou n ts 29 and diff er en t ial e xp r ession analy s i s w a s perf o rmed w it h th e DE Seq2 (v .1.3 6. 0) 30 pac kag e fr om Bioc onduct or (v3.15) 31 . G enes w er e c ons ider ed diff er e n t ia ll y e xpr es sed bas ed on an adjust ed p-v alue c u t o f f of <0.05. P a th w a y en richmen t analy s i s w as c arried o ut using clus t erP r ofile r (v .4.4.4) 32,33 fr om Bioc onduct or using the en r ic h er function . G SE A 34 analy sis w as carr ied out us in g the G SE A function in Clust erPr o file r , and t he f ollowing ann ot at ed g ene s et s fr om MSigDB v6.2 35 : the H all mark g ene s et 36 . F or com pari son with ChI P- s eq s tudies in human H EK293T 13 and E S mou s e cel l lines 14 , e x t ernal sequenci n g da t a in bigW ig f or ma t w er e acquir e d fr om GE O . UCS C b i g Wig files w er e cr ea t ed a t 1bp r esolution and normalized t o t o t al al ignable r eads (r eads-per -mi llion ). P eak det ection w as perf or med wi th M ACS v3.0 37,38 us ing t he bdgpeak call functi on ( wi t h cut-o f f s 0.4 and 0.6 r es p ec t i v ely). The A F F3 peak r e gions in m ic e w er e l i f ted ov er t o t h e h g 3 8 hum a n g enom e assembly . The pea k r egions w er e an not at ed in R us ing t he ChIP seek er 38 pack ag e, in par ticula r the “ ann ot at e P eak” f unc t ion.

Results

KI NS SH IP probands T h ro u g h d ata ag g regat i o n , we i d e nt i f i e d t h re e m o re K I N SS HI P i n d i v i d u a l s ( K22-K24), t w o of whom (K22-K 23) harb or pr ev iou s ly unr eport ed de novo v a r i a n t s ( Figur e 1A ; T able S1). T w o m o re individuals (K25- K26) car rying pr eviously det ec t ed v arian t s 11 a re d e s c ri be d i n re f e re n c e 39 . T h e p.(Pr o231Ser), p.( Ala233Ser), p .(Ala233Thr) , and p.(M et238 Thr) var ian ts of K22-K 26 f all wi t hin th e nine amino acids long 2 30-K P T A YVR PM-238 de gr on motif and f urth er expand the number of i t s r esidues who s e mod i f ica tion i s as s o cia t ed with K IN S SHIP ( i.e. Pr o231 , Ala233, V al235 and Met238 ; number ing acco r ding t o NM_00228 5 .3 thr oughout ) ( Figur e 1A ). P a t hogenic it y of the pr ev iously undes c r ibed mis sen se v arian t s is suppor t ed by the 3D r epr es en t a tion of the enc oded degr on . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint peptide ( Figur e S1 ). Wher eas chang e s at Pr o231 w er e p r evi ous ly su g g e st ed t o aff ect the b a ckbone kink c onf err ed by this c ons erv ed r esidue 11 , t he M et238 sidechain is point ing out war d, f orw ar d - f acing the Ser15 4 sidechain of a S IAH ubiquitin l ig ase loop. M odeling s u g g es ts tha t v arian ts a t t his position s ho uld sligh tly a lt er binding , pr edicting a les s sever e p henoty pe. Con sist en t w it h t his h ypothesi s , pr oband K 22 pr e sen t ed wi t h mild DD , mi ld speec h impairme n t , f acial dy s mo rphism s , sk elet al malf o rmations, mild h y p ertr i c ho sis , and mild h ypot onia, a phenot ype milder than t hat o f typic al KI NSSHI P individuals with var ian ts of r es idues tha t dock in the ubiquit in lig ase binding pock et 11 . Duplicati on pr ob and Da t a ag gr eg a tion also enab l ed as c er t ainme n t o f an indi vidual wi t h a KIN SSHIP- l ik e phenotype ca rr y i n g a de novo partial dup lic a ti on of AFF3 furt her s tr eng t hening t he h ypot hes i s tha t an incr eas ed level of AFF3 is pat hological . Th i s D U P 1 p r oband pr es en t ed with sev e r e f ailur e t o thriv e with post na t al o ns et , sev er e D D with poor ey e c on t a ct , poor h ea d c on tr ol, inabili ty t o s it and s p eak, epileps y , c orp us callosum h ypo plas ia, f acial d ysmor phis m , h ypert richos i s, h ypot onia, hip, knee, ankle and wris t f l e xion c ontr actur es and s ev er e sco l iosis. W ho le g eno me sequenci n g r ev ealed a t ande m dupl ica t ion of t he int erval enc om passi n g e x on 10 t o e xo n 24 of AF F 3 en coding part o f t h e ALF domai n, t he T AD , NLS and CH D do m ai n s and e x on 1 t o 3 (up to i n tr on 3-4) o f th e s am e orien t at i o n ubiqu itous REV 1 (chr2 :g. 100, 077, 649_10 0,3 59 ,928dup (h g19), N C _0 0000 2.11: g.1 00,0 77,6 49_100 ,35 9,928du p) ( Figure 1A-B ). The e xpres si o n of t he par tia lly duplic at ed c opy of AFF3 is then u nde r th e con t r ol o f the REV1 pr omot er , whic h could r e s u l t in th e e xpr ess ion of a degr o n-l es s AFF3 , a h ypothesi s t hat w e c ould no t fu rt her t est dir ec t ly due t o lac k of a vailable sample. Het er o z ygous LoF and bial lelic pro ban ds T o furt her challe n ge t he h ypothesi s t ha t dimin ished e x pr ession of AF F 3 i s delet er ious, w e s ear ched f or individuals with los s - of-fun c t ion ( L oF) v arian t s in AFF3. U s ing da t a aggr eg a tion of multipl e labor a t o r ies and clinical c en t er s , e. g. GeneMa t cher 40 a n d D E C I P H E R 41 , w e iden tif ied t en aff ect ed individuals wi t h m on o-all elic (indi vid uals L1-L9 and L14) and thr ee (L11- L13) with bia lle lic AF F 3 tr unca t ing v aria n ts, as w ell as a pr ob a n d c ompound het er o zy gous f or a LoF and a r ar e m is sen s e v arian t (L 10 ; Figure 1A and 1C ; T able S2) . Of not e, one of th e af f ec t ed i ndividuals desc r ibed in re f e r e n c e 18 w as a c ompound h et ero zy g o t e f or a C G G e xpansi o n and a d el et ion of the AF F 3 . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint pr om oter . The id en tified trun cating v arian ts ar e no t desc r ibed in Gnom AD (v2.1.1) ( Ta b l e S 2 ). Consi st en t with the dele t er ious n es s of d i m i nis hed or absen ce of AF F 3 e x pr es sion, t he s e f o urt een individuals s h a r ed c omm on p henoty pes su ch a s global DD / ID ( 11 out o f 11) , abnor mal c or pus c a llosum (4/6), spee ch impairm en t (10/ 11) , muscle disor der s/h y p ot onia (7/9), f acial dy s m orphism s (6 / 7) , mild cr anial d y s m orphism s (3 / 8) and s k elet al d ef ec t s ( 4/ 7). T o r e s pect medrxiv guideli nes and k eep af f ect e d individuals unident ifiab le t he lis t of all s ympt oms i s not incl u ded in t his p r epri n t , bu t c an is a vail able upo n r eques t t o t he corr esponding author . This gr oup c oun ts 10 male s and 4 f emales sug g e st ive of a h igher “ male suscept i b i lit y ” ( p =0.08 9) 42 . The s ibling s L12 a n d L13, who ar e h omozy gou s f or a tru nca t i n g v ar ian t, and L10, w ho is c ompound het er o zy got e f or a LoF var ia n t and miss en se p.( G ln1 020Ar g) pr esen t a m or e s ev er e phen otype than t hei r par e n ts who ar e h e t er o zy g o t es f or t he LoF var ia n t (f ami lies 6 and 8 ; Figure 1A and 1C ; T able S2). Our sear ch als o iden t ified four af f ect ed individua ls wi t h bialleli c hom o zy gou s (B1-B 3) or c ompound het er o zy gous (B7) mis sense v arian ts in AFF3 ( Figur e 1A and 1C ; T able S2 ). A c ons an guineou s f amily with t hr ee aff ect ed individuals was pr eviousl y de s c ribed in re f er ence 43 (B4- B6). These v arian ts ar e eit he r not d e s c r ibed in G n omAD and/or aff ect th e e x pr es sion of AFF3 (s ee below and T able S2) . The y pr e sen t ov erlapp i n g s ympt oms s u ch a s DD / ID (6/7) and ADH D (A t t e n tion D e f icit Hyper activity D is o r der) (2/3), epilept ic ence p halopa th y or abnor mal slee p EE G (Electr oencephalogr a p h y ) ( 3/ 4), shor t / no a t t en t ion s pan (3/4), spee c h impair me n t (3/4), heart de f ects (2/ 4 ), and vis ion i m pairmen t (2/ 4) , and other de f ects. Thes e t w o c oh orts show ed a milder phenot y p e t han KINSSH IP pr oband s, s u g g e s ting they migh t r epr esen t a new s yndr o me. In sili c o m ode ling of most of the ide n t if ied m iss en se v arian t s is hamper ed by t he lack of r el iab l e AFF s st ru ctur al i n f orma tion with t he e x c ept ion of the C HD tha t i s imp ort an t f or dimer iza tion and the ALF that c o n t ains the degr on a nd t he ELL-binding do mains (ELL bow , s ee below) 44,45 . T he p.(Gln1020Ar g ) , p .(V al10 36Ile), p.(Ar g 1 186 G ln) and p.( Gly1 215V al) var ian ts f all within th e CHD (Figure 1A ). A bulky side c hain a t po s ition 1 215 w ill c ol lide wit h Leu1063 and/o r Leu1192. L ik ewi s e, V al1036 is op timally s ur r ounded b y t he h y dr ophob i c sidechai n s of Leu106 8, Leu1071 , T yr1 072 and Met 1075, and canno t ac c omm oda t e the bu lkier p .(V al1036Ile) v a rian t without a f f ecting loc a l pac k ing. Gl n 10 20 and Ar g1186 ar e loc a t ed a t the doma in s u rf ace, wher e chang e s in the loc al char g e migh t af f ect bind ing spe ci f ic ity . . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint La s tly , it is pos s ible th at s o me mis sen se v a r ian ts outside of t he d egr on ar e link ed t o an au t os om a l dominan t dis ease, as w e iden t i f ie d an indi vidual c arr ying a de nov o p.(A la886Thr ) v arian t pr esen ting with D D , speech impairmen t and ASD ( Autism Spectr um Disor der ) sym pt oms and a s an individual with a de novo p.(L eu312P he) varia n t pr e sen ti n g wi t h DD w as descr i b ed in re f er ence 39 (M 1-M2, Figure 1A , T able S2). The p. (L eu3 12Phe) var i an t m a p s t o the EL Lbow and 3D m odels s u g g e s t th at f our of the f i v e possible Phe r ot am er s w ill sever ely c la sh with either th e AFF3 Phe329 or t he EL L2 His618 r esidue. Animal models T o furt her a sse ss if t he d imin ished e xpr ess ion of AFF3 w as delet er i o us t o or ganismal pheno types w e knoc k e d -down ( KD) aff3, the zebr afish o rtholog of AF F 3 , usi n g CRI SP R-C a s9 geno me editing. W e u s ed tw o single guide R N A s t ar g eting e x on 6 each pr ov iding mor e than 90% e f ficiency . A t 5 da y s pos t f er ti liza t i o n (dpf ) , we obs er ved malformat ions in 10 % o f KD larv ae, including inc omplete ey e pigmen t a ti on , alt e r ed h e ad st ructur e, la t er al b elly edema, peric a r dial ed ema an d sk elet om us cular dy s mo rphology ( Figure 2A ). St aining of th e c artilagi nous c r anial str uctur e r ev ealed m a lf ormat i o ns in 75% of KD larvae ( Figur e 2B ) . in t er -ocular dis t ance ( IOD ) a n d head width (H W ) w er e s ignific an tly decr eased in af f3 K D c o m p a r e d t o u n in j e ct ed ( Un ) (p =0.011 IOD and p =0.001 H W ) an d moc k (M) inject ed l arv a e ( p =0.041 IOD ; p =0.004 H W) (Figure 2C-E) . T h e e s c a p e r esponse t es t upon a t actile s ti mulu s per f ormed a t 3 dp f s ho wed tha t while none o f t he mo c k- inject ed zebr afish show ed pert urbed es c ape r es pon s e s , about a th ir d of the af f 3 K D l a rv a e w e re af f ect ed ( p <0.0001). Wher eas the major i t y pr es ent ed ei t her l o opin g ( 22.5%) or p i n w heel swimm i n g (4.7%) , beha vior s lin k ed t o neur ologi c al and m e c h a n o-s en sor y s ys t em impairme n t 26,46,47 and 5.6% w er e m ot ionless due t o ex t e n s iv e malf orma t io ns ( Figur e 2F ). A t 5dpf , the l o com o tion abi lit y w a s q uan tit a t i v ely ev alua t ed wi th an auto mat ed t rac ki n g devic e. The aff3 KD larvae show ed a st a t i s tic ally si g nifican t dec r eas e in global s wimm ing v elocity in the dar k c ompar ed t o Un ( p <0.0001) and M lar v ae ( p =0.0025) ( Figur e 2G ). A s such h y p o-loco motion is oft e n asso ciat ed with neur o m ot o r d e ficits and akines ia 46 w e i m munos t ain ed af f 3 KD larvae hindbr ai n and mo t o neur ons. Hind b r ain Mauth n er cell s 47 p r esen t ed a g en er al develop men t a l de la y , a n d w h i l e norm al in gr owth a n d ar chit ectu r e, m ot oneu r ons w er e dis or gan i zed i n de f or med larvae ( Figure S2). Si m il ar ly , w e pr evi o us l y s how e d tha t t he or tho logou s mou se kno c k outs , Aff3 +/- and Af f 3 -/- C57BL/6N, e xhibit s k elet al de f ects, an abnorm a l sk ull shape, kidne y d e f ects and n e u r ologic a l dy sf unc t ion 11,48 . Ho m o zy gou s Aff3 -/- e xhibited sig n i f ican t l y enla r ged lat er al vent ricles and . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint decr ease d c orpus c allos u m si ze, w h en c ompar ed with b oth wild-t ype and Aff3 +/- males 11,48 . Our zebr afis h and m ous e r es ult s support t he c on t e n tion o f causa tion f or AFF3 L oF v arian ts. As s e s s ing varian t s W e pr eviou s ly sh ow ed t ha t ov er e xpres sion in zebr afi sh embr y os o f huma n AFF3 l e a d s t o a d o s e - dependen t incr ease of develop m en tal anomalies 11 , a ph enotype tha t w as fu rther e x acerba t e d upon over e x pr es sion of the p.( Ala23 3Thr ) KI NSSHI P isof or m 49 . T o as se ss t he pa thog en icity of th e miss en se v arian t s iden t ifi ed in t he bia llel ic ind i viduals, w e injec t ed zebr afish w it h hu man AF F 3 mRNA wild-type ( W t) , tw o s elect ed m is sen s e v arian t s pr es en t in h omo zygou s s t a t e in pr oband s B1 and B2 and his af f ec t e d sist er B3 a nd mapping out s ide of c r y st alized do mains (L ys528Ar g and Thr594Ser ), tw o KI N SSHI P v arian ts ( Ala233Thr and V al235 Gl y ) and a s c on tr ol G ln179Glu (Chr2 (GR Ch37) g.100 62343 2: G>C , c.535 C >G ) , a v arian t n ot desc r ibed in G n om AD , w e ide n ti fied i n homo zy go s ity i n a health y ind i vidual. The r esulting 5dp f lar v ae w e r e c a t a l og ed as des cribed 49 : (i ) norm al phenotype, (ii ) Class 1 with sk el et omusc u l ar dy s mor phology and sm a ll d imension, (ii i) Class 2 with a mo r e sever e phenotype including a t leas t t hr ee of sk elet omuscul a r dy s m orphology , s m al l dimensions , head malf or m a tions, ey es’ alt er a t i o n, per i c ar dia l ed ema, an d la t er al belly ede m a o r (iv) deceas ed. Con si s t en t wi t h pr evi o usly publi s h ed obser v a tions , accumul a tion o f AFF3 W t m R N A s ignific an tly incr eased the n umber o f lar v ae with debil ita t ing tr ai ts ( p =0.00 02). Compar ed t o AF F 3 W t mRNA acc um ulat ion, both Ala233Thr and V al235Gl y isof or ms led t o a f ur ther s ignific ant incr eas e in t he nu mb er o f malformed lar v ae a n d mort ali ty at al l dos es ( p <0.0001) (Figure 2H ). Over e x pr es sion of the tw o m i ssen se v arian ts iden tified in pr oband B1 and B2 si m il ar ly c au s ed higher malf or m ations and m or t ali t y r a t es t han over e xpr es sion of AFF3 W t (L ys528Ar g p<0.000 1 and Thr594Ser p=0.0018) albeit no t a t the r a te o f th e KIN SSH IP v arian ts. O n the c on tr ar y , th e c on tr ol v ar ian t p .(G ln179 Glu) had an e ff ect similar t o t h a t o f Wt ov er e xp r e s s ion ( p=0.7; Figure 2H ). These r e s ult s su g g e st t ha t lik e t runc a ting v arian ts, a t least s om e of the mis s en se v arian ts iden tifi e d in the aff ect ed indiv iduals co uld be causa tiv e. T o challeng e this h ypothesi s fu rther , w e per f o rmed a phenot y p i c r es cue e x per imen t 50 . A s described abov e, dep let i o n of af f3 i n 5 dp f zebr afish larvae r esult ed in decr eased s wimming v elocity . That de cr eas e c ould be r es cued by co- injec t ion of human AFF3 W t m R N A d e m o n s t r a t i n g f i r s t t h a t h u m a n A F F 3 c a n c o m p e n s a t e f o r t h e l o s s o f i t s ze b r a f i s h ort holog and se c ond that abl a tion o f af f3 activi t y w as c aus a tiv e of t he p henotype ( Figure 2G ). Consi st en t with the det r ime n t al ef f ec t o f th e ov ere xpr essi o n of the KINSS H IP v arian ts, we ob s erved . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint an ev en lower a ver age v e locity upon c o-injection o f V al235G ly and A la233Thr mRNA s (both p<0.001 c ompar ed to inj ection o f Wt; bot h p <0.0001 c ompar ed t o M). W hile c o- injection o f L y s52 8Ar g mRNA did not r escue af f3 a b l a t ion, c o-injection o f Thr 594Ser mRNA r esult ed i n a n “ o ver -r escue” with inject ed larvae p r es en t ing a n i n c r ea sed v elocity com par ed t o m oc k ( Figur e 2G ). The c on tr o l var i a n t p.(Gln179Gl u ) ha d an in t e r medi a te eff ect h al f wa y bet ween W t and L y s528Ar g mRNA injections. T og et her these results s u g g es t tha t t hes e mi ssen s e v ariants impact the activi ty of AFF3 and th at bial lelic AFF3 v a r ian t s c ould be as s o cia t ed with an aut o s om a l r ecess iv e disea s e. Consi st en t with the la tt er h ypot hes is neith er hom o zy gous nor c ompound het er o z y gous c la s s ified as ’ w ea k missense var ian t or w or s e’ , i.e. wi t h a MAF ≤1% and REV EL sc or e ≥0.644 51 wer e identif ie d in G no mAD v2.1.1. T rans c r ipt ome prof il i ng T o c ompar e t h e t r ansc r iptional c onsequences of A F F3 los s and over e x p ression, we us ed CRISPR- Cas9 g enome editing t o engineer mult ip le D N and LoF v arian ts in an isogen i c cel l model, the human embry onic k idn ey 2 93 T l ine. H EK293T w a s chosen (i) as KI NSSH IP individuals oft en presen t with a hor se shoe kidne y 50 , (ii) a s AF F3 i s e xpr essed i n this cell line, and (iii) as in th i s line both tr an script o me pr ofil es of AF Fs shRNAs knoc k do w n s 3 and (iv) ChiP-seq of AFF3 ha v e been published 13 . W e engineered f iv e bial l eli c LoF H EK293T lines (L o F /L o F ) with di f f er ent c ombi na t i ons of var ian ts (lines No.2 0 and 98: s t op-g ain/s t op -g a in; No.1 5: s t op- g a in/2 0bp deletion; N o .4: 4bp deletion/114bp deletion; N o.216: 94 b p deletion/94bp delet ion), on e hete r o zy gous LoF st op-g ain/ + line (No.1), tw o homo zy gou s Ala233Thr/ Ala233Thr K I NS SH IP /KI NS S H IP l i nes ( N o.54 and 90) and tw o com pound he t er o zy gou s KI NS SH IP and LoF li n es (No.51 an d 86: Ala233Thr / s t op-g ain). W e pr of i led the tr ans cript omes of thr ee biological r epl ic a t es of each of th es e lines by R N A -sequenci n g and c ompar ed them t o those of thr e e b i o l o gi c al r eplic a tes of t hr ee wild type lines (Wt1, Wt2 and W t 4), f or a t ot al of 39 profi les. While AF F 3 mRNA l evels ar e sig n i f ican tl y decr ea s ed in the fi ve biallel i c LoF / LoF lines ( padj =3.5 E-53), t he Ala233Thr / Ala233Thr KI NSSH IP /KI NSSHI P and the LoF / + lines pr esen t AFF3 t r ansc r ipt l ev els c ompar able and int er mediat e ( padj = 0.011 ) t o tha t f ou nd i n c on tr ol W t lines , r es pectiv ely ( Figur e S3 ). The similar le v el of e x p r es sion of AFF3 i n t h e w i l d t y p e and the Ala233Thr/ Ala233Thr lines su g ge s t t ha t ther e is n o neg a tive f eed back loo p t o balance th e amoun t o f AFF3. W e fir s t c ompar e d the tr anscript om e of h o mo zygou s LoF / LoF and Ala233Thr / Ala233Thr lines t o tha t of +/+ l i n es and i d e n t ified 3,553 and 4,177 dif f er e n t ia ll y e xpr ess ed g ene s (D E G ) a t an a d just ed p-v alue th r es h old o f 0.05, r espectiv ely ( Figure 3A-B , Ta b l e . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint S3-S4 ). W e ob ser v ed an ov erlap of 2 3% of DE G s wi t h pr evious tr a n s cript ome pr of i l ing o f HEK293T cel ls in whic h A FF3 w a s k no ck ed dow n with shRNA s 3 . The LoF /L oF and KI N SSHIP /K I N SSHI P (D N /D N) lines pr esen t wi t h signific a n t r epress ion of g ene s in v ol ved in the G2-M t r ansition, o xid a tive phosphor y la tion , t ar g ets of E2F and MY C-r el a t ed g enes , mos t mar k edly in th e DN model. Both lines show ed an upr eg u l a t ion of the inflamm a t o r y r espons e (e. g TN F A -s ignaling via N FKB) and pa t hw a y s impor t an t f or m y og enesis a n d apical ju nc t ion ( Figure 3B-C) . O n l y abou t a thi r d o f t he DE Gs a r e c ommon t o both d a t as et s su g g est ing tha t AF F 3 L oF and DN v arian ts lar g ely modu l a t e tr anscript om es dif f e r ently ( Figur e 3A ) . F o r e x a m p l e , p a t h w a y s in v ol ved in t he epi theliu m- mes ench y me tr ans it i o n, early r esponse t o est r og en, h ypo xia, x enobiot ic met abolism and apop t osis , as well as g enes tha t ar e downr egula t ed by K RAS ar e s p e c i f i c a l l y upr egula t ed in the KIN SSH IP /KI N S SH I P lines ( Figure 3B-C ). Within the set of 1272 c ommo n DE Gs , 121 g enes pr es en t opposit e mir r or ef f ects in both s tr ai n s , i.e. they ar e up-r egulat ed in one g enotype and downr egula ted in the ot her ( Figur e 3A ) . They ar e enr ic hed f or D N A r epair g enes , a p a t h w a y a ct i v a t e d in Lo F / Lo F b u t n ot i n K I N S S H I P / K I NS S H I P ce l l s ( Figure 3C). A cor e s et of 20 DE Gs ar e simila rly modif ied upon AFF2, AF F3 and AFF4 knock-d own 3 o r w h e n AFF3 harbor s homo zy gou s DN or LoF v a r ian ts s u g g e s ting tha t they ar e s en sitiv e t o an y SE C s ‘ pert urba tion. W e then ass e s s ed if D EG s w er e di r ect or ind i r ect t a r g e t s of AFF3. While i n e x ce ss of 3 ,500 g enes ar e dy sr egula t ed in each g enotype, only 226 genes pr es en t ed with a ne i ghbor ing AFF3 ChIP - s eq peak u sing a FD R of 0. 05% 13 ( Ta b l e S 5 ), s u gg es ting t ha t man y of the obse rv ed t r ans c r ipt ome chang es ar e downs tr eam e ff ects. H owev er , 32% (74 out o f 226) of the b o und l oci w ere dy s r egulat ed in ei t her th e LoF /L oF and /or the DN/ D N lines ( Figure 3D ). The binding s it es of the ort hologous mou s e Af f3 w e r e de t ermined i n E S c ells b y ChiP- seq 14 . Upon lif ting A f f3 ChIP- s eq peak s t o the hum an g enome, w e si m il ar ly f ound th at 42% of g enes with a binding sit e (374 out of 881) w er e DE G s in either the L oF /LoF and/ or t he D N /D N lines ( Figure 3D ; T able S6). While su c h in t e r- c lade binding c ompar i sons ha v e c a vea t s , our H EK29 3T and E S r esults su g ge s t tha t a s u b st an t ial p r oportion of bou nd loc i ar e dysr egula t ed u pon change s in the e xpr ession level of AF F 3 a n d / or s t a bi l i ty o f AF F 3 ( Figur e 3D-E ; Figur e S4 , T able S7). Thes e dy s r egula t ed di r ect t ar get s incl u de g enes as so c ia t ed wit h tr ai t s pr es en t in AFF3 v ariants c arrier s su ch as n e u r odev elopm ent a l dis o r der s (e.g. A GO1, AR V 1, CDK 5 RAP2, C N NM2 , CR ADD , D PP 9, EDE M3, G A N, H N RN P A2B1, HNRN PU , IRX 5 , M G R N 1, M TRR, PR EP L , SO X 4 , SR CAP , T OR1A TUBB , VP S35L ) and aut i sm (i.e. par t o f SF A RI g ene l is t, e. g. CD K5RAP2, CT NNA3, D A GL A , D L X3 , LDB1, MYH10 , PREX1, PRKA CA , SETDB1, SR CAP and ST 7 ) , ossi f ica tion and l i mb def ects (DL X 3 , DPP 9 , D Y N C 2I2 , FN 1, IR X5 , , RPS7SR CAP , . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint VPS35L), pilosity abnor malities (DLX3, GAN , JUP , N R 3C 1), r enal d i seases ( CNNM2 , R PS7, Z N F42 3), c a rd i a c d i s o rd e r s ( CT N N A3 , JU P , KI F2 0A, L MN A , VPS35L ) and dy smor phisms ( LEMD 2, IRX5, LM N A, RPS7, SO X4) . Th ey al so com prise k e y g enes im pli c a t ed in a x on guidance, c e ll migr a tion a n d c ell f a te (e. g. D D X17 , EF NA5, FZ D 7 , G A N , I S L 2 , J U N , M D K , M Y O 1 D , N A V 1 , N O T C H 2 , S N A I 1 and SP1). Impor t antly , some dir ec t t ar get s ar e up r egula t ed, while oth er s ar e downr e gu l a t ed. F or e xample, DD X17 is do wnr egula t ed in bo th LoF /L oF and DN/ D N lines, wher eas CT N N A 3 and NR3C1 a r e o n l y downr egula t ed in LoF / LoF lines and CDK 5RAP2 o nly in D N /D N lines. On t he c on tr a r y , CNNM 2 i s upr egula t ed in D N /DN lines ( Figur e 3E , Figure S4 ). As m a n y of our af f ect ed indiv id ua l s pr esen t het e r o zy gou s LoF v arian ts, w e then c ompared th e tr an script o me pr ofiles of th e LoF /+ li nes with tha t of t he LoF /LoF lines and obser v ed tha t, w h i l e the s ame p a t hw a y s ar e aff ect ed ( Figur e S5 ), o nly 22% of t he D E G s of th e hom o zy gous line w ere als o dysr e gula t ed in the he t er o zy gou s l ine, s ugg es ting a do s e depen den t m odificat ion ( T able S8). W e similarly co mpar ed the t r an sc r ipt omes of th e comp ound het er o zy got e D N /L o F lines t o th os e of both the LoF / LoF and DN/ D N lines. While 37% of t he DE G s co mmon t o LoF /LoF and D N /D N lines ar e modifi ed in th e D N/ LoF l ines, w e a lso ob ser v e in this het er o zy go us line modific at ions in e xpr ess ion levels tha t ov erlap with D E Gs spe cifically modified i n e ither h om o zygou s l ine c orr esponding t o 22 and 27% of t he DE G s specifically modif i ed in eac h gr oup of lin es, r espectiv ely (T able S9). This su g g es t s a c o-d omi nance of the Ala233Thr and s t op - gain v aria n ts wher e th e incr eas ed st abil it y of t he fir st al lel e does part ial ly c omp ens a t e the d e cr e as ed expr ession lev el o f the seco nd al lele in some inst anc es and ov er-c ompensa te in o th er s. In par allel, w e com par ed the t r anscri pt ome o f pr ima r y f ibr oblas ts f r om t w o pr obands with bia llel ic miss en se alt er a ti ons of AFF3 (B1: homo zygou s p.(L y s52 8Ar g) ; B7: c ompound he t er o z y got e p.(V al1036Ile)/p.(Ar g1186 G ln ( Figur e 1A ; T able S2) t o those of thr ee h ealth y c on tr ols by R NA- s eq uenci n g. W e f ound 142 DE Gs a t an adjp- value t h r eshold of 0.05 ( Ta b l e S 1 0 ). AFF3 mRNA lev el s ar e significan t ly dec r eas ed in both probands (p< 0.0002; T able S10) and a comp ar able nu mber o f dist inc t ive r eads c orr esponding t o bot h allel es o f t he com pound het e r o zy got e w er e ide n ti fie d (T able S11), which i s c onsis t en t w it h t he not i on th a t the thr ee AFF3 m i ss e n s e v a r i an t s h ar b o r e d b y these pr obands ar e delet er ious. W hil e o nly ninet een and s ixt een per cen t of the fibroblas ts DE G s a r e a l s o D E G s i n t h e L o F / L o F a n d D N / D N H E K 2 9 3 T l i n e s , r e s p e c t i v e l y , t h e s a m e h a l l m a r k p a t h w a y s ar e dysr egula t ed . F or e xam ple, g enes in v olved in the G2-M t r ans it ion, t ar g ets of E2 F and M Y C- r elat ed g enes and in t er f er on alpha -r espons e ar e enr ic h e d with i n t heir list of r es pect i v e DE G s . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint (T able S11, Figure S5 ). The se r es ult s s ug g e st t ha t s imilar pa thol ogic al mechanisms a r e a t pla y when AFF3 is haploinsuf ficien t and when it har bor s bialle lic miss en se v a r ian ts.

Discussion

W e pr esen t evidenc e su g ge s ting tha t mult iple AFF3 var i an t-spec if i c mec hanis ms ar e a s s o c ia t ed with c ognitive i m pai r m en t. W h i le s om at ic varian ts in t he pr o mo t er of th is g ene w er e pr ev iously link ed t o mild ID 17,18 , w e show tha t DN 11 , du pli c a tion, tr unc at ion, delet ion, ab s ence as well as b i a l l e lic v a r ia n t s i n AFF3 ar e as so cia t ed with ID . Sug g es tiv e of s emi- domi nance, homo zy gou s L o F (L12 and L13) and co mpound heter o zy gous LoF /mis s en se ( L 10) individu als pr esen t more s ev ere phenot y p e s t han their h e t er o zy g o u s par en ts ( Figure 1C) . The h ypothesis tha t non - degr on de no v o miss en se v arian ts ar e also link ed t o D D/ID war r an ts fur ther in ves tig a ti on a n d the i den tificat ion o f mor e a f f ect ed indi viduals. Comm o n v ariants in th is locus w e r e simila r ly GW AS- o r M T A G - asso ciat ed (mult i-tr ai t analy sis of G W AS) with cognit ion pr o x ies suc h as fluid i n tellig e n c e , educ a tional at t ain men t , and m at h e ma tic al abil it y , or with c orr ela t ed t r aits s u ch a s h ou s ehold inc ome, occupa tional at t a inment , an d br ain morphol o g y 52 . C ons is t en t wi th these findings, AF F 3 and its mac a q ue, mouse, r a t, r abbit a nd chick en ort hologs ar e e x pr es sed dur ing t he ear ly st ag e s of br ain and cer e b e ll u m dev el opment i n particular in la t e n eur on s 53,54 , whe r e it pla y s a d i r ec t r ole in the migr a tion of c ortic al neur on s 55 . L i k e w i s e , c o m m o n v a r i a n t s i n t h i s l o c u s a r e a s s o c i a t e d w i t h s c oliosi s , a n t hr opo metric t r ai ts (BM I, heigh t) and pu lm ona ry in v ol v eme n t (vi t al c apac ity , as thma, chr onic obs tru ctiv e pul monar y d i seas e), thr ee c ar dinal f e a tur es of KIN SSH IP s yndr om e. AFF3 i s a l so GW AS-/MT A G-a ssociat ed wi t h diabetes (type 1, t ype 2, diabetic nephr o pa t h y and HD L choles t er ol), addictions (smo king init i a t ion, alc oh ol c onsumpt ion, c annabis dependen ce, t elev ision wa t ching), aut oim m unity (lupus, celiac diseas e, r heuma t oid and ju v eni le idiopa thic ar thri t is ), se xu a l dev elopme n t and di mor phis m (ag e a t m enar che, endomet r iosis , mammogr aphic density , m al e baldness, biologi c al se x), blood m ea sur emen t s (e. g. hema t oc r i t, h emogl obin measur em e n t), eye dis ease s ( e.g. as tigma t i sm, in tr aocula r pr ess u r e, c orneal measur emen ts), and insomnia 52 . This high pleiotr opy is c on si st en t with t he lar ge and div er sified t r ansc r iptional r ole of AFF3. It s u g g es t s tha t an y pert urba t i o n of i t s e x pr es sion lev el m igh t be d eleter ious . Consist en t with this h ypothesis we iden t ify m ult iple mod es-of- ac t ion an d obser v e v arian t -s pecific/e xpr es sion level m odu la t ion of th e phenot y p e . Fir st ly , un timely (ov er )e x pr ess ion of KI NS SHIP v arian t s tha t a r e less s en sitiv e to SIA H r egula tion leads t o extr emely s ev er e phenot ypes in human, zebr af ish and r oden ts, e.g. homo zy gou s Ala233Thr kno ck-in l eads t o mouse lethality 11 . Sec ondly , C5 7BL/ 6N and CD1 gen eti c . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint bac k gr ound s mod ulat e the phenotype s pr esen t ed by Af f 3 mouse k noc k o uts 11,56,57 . Thir d ly , knoc k do w n and ov er e xpr ess ion of mouse A ff3 in d e r mal cells impair niche s wit chin g , whic h is r equir ed f or hair r ec onst itu tion 10 . F our thly , AFF3 ove r e x p r es sion in H e L a cells p e r tur bed th e dynamic s of the nu clear spe c k les 1 . O ur RN A -s eq e x per imen ts fur ther d e monst r a t e t ha t chang es in the a m ou n t a n d/or function of A FF 3 dr ama tic al ly alt e r tr anscript om e p r o f il es. W e show tha t th e e xpr ess ion of abou t one- thi r d of the A FF 3 t ar g ets ( bound l o c i) ar e dif f eren tial ly e xpr essed upon AFF3 modific a t ion and o bs erve a pr o gr es s ion in the e xten t of tr anscript om e al t era tions with t h os e link ed t o haplo insuf ficiency bei n g l ess dr as tic than tha t of h omo zy gou s L oF cells , whi ch in tu r n are les s impa ct ed than cells har boring homo zy gou s D N v arian t s .

Conclusions

In c onclu s ion, w e ar e adding t o a gr owing lis t of v ar i an t -spec ific neur odev el o pment al mechanisms and th ei r ass o cia t ed g enot y p e - phen o t y pe cor r elations 58-60,61 . W e demo nstr a t e t hat beside degr on v arian ts tha t impair t he degr ada t i on of t he enc oded pr otein 11 and downr egula tion d ue to pr om oter h yperm eth yla tion 17,18 , dy sr egulat ion o f AFF3 t hr ough g ene d uplic at ion, heter o zy gou s and bialleli c tr unc a ting var ian ts, bia llel ic missen se var ia n t s and c ompou nd het er o zy gou s tr unca t ing / missens e v arian ts ar e asso cia t ed with c ogniti v e i m pa irme n t . List of abbreviations ID = in tellectual d isabili t ies DD = development al dela y DN = dominan t- neg at i ve LoF = loss-of-fu nc t ion + = w ild-type allel e N H D = N-t er minal ho mology domain CHD = C-t erminal ho mology domains ALF = A F4-L AF4-FMR2 do main T AD = tr ans activ a tion dom a in N LS = nu clea r / n uc leolar loc aliza t i o n s equence SE C s = tr anscript ional s uper elong at io n c omple x es P-TE F = posi t ive t r ansc r iption elong a ti on f act or MLL T = m y eloid/l ymp hoid or mix ed-l i neag e leuk emia; t r ansloca t ed t o ELL = Elong a tion F ac t or f or RN A P olym er ase II ELL bow = ELL - binding domain pLI = p r obabili ty of being loss -o f-function i n t o ler an t pL OEUF = los s-of-fu nc t ion obser v ed/e xpect ed upper bound fr a ction PT U = 1-p hen yl 2- thiour ea K22-K26 = KI N SSHIP pa tien t s 22 t o 26 DUP = pa tien t wi th par t ial dupl ic at ion of AFF3 L1-L 1 4 = pa t ie n ts 1 t o 14 w it h los s-of-function v ariants . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint B1-B7 = pa tie n ts 1 t o 7 w it h bial l elic miss en se var ian ts AD HD = a t t ention d e ficit h yper a ct i vit y disor der EE G = Electr oencephalogr a p h y ASD = aut i sm spectrum d i sor der KD = knoc k-down Dp f = da y s post f ertil iza tion IOD = in t er-oc u l ar dist a n c e HW = head wi d th Un = U n t r e at e d M = mock W t = w ild- type MA F = minor alle l e f requency DE G = dif f eren ti ally e xpr ess ed g enes MT A G-asso cia t ed = as so ciat ed by multi-tr ai t analy s is of G W AS BMI = bod y mas s ind ex Ethics approval, consent to participate and consent for publication Inf or med co ns en t f orms w er e obt aine d f or all aff ec t ed i n div idua ls or t heir g uar dians participa ting in this stu dy . The curr en t st udy was a ppr ov ed by the CER ( “ C ommission d'é thiqu e de la r e cher c he”) of the c ant on of V aud (Pr ot oc ol n umb er: CER -VD 2 021-0140 0). Thi s r es ear ch c omplies with the principles o f the Declar a tion of Helsinki. Availability of data and materials The HEK293 T and fibr oblas t RNA-seq r eads ar e deposit ed in GE O un der ac ce s s ion GSE2 41621 (t ok en ot ezqc sslb ctby x) and GSE24 65 54 (t ok en wxibc y qat dyphkl). Conflicts of In terests Annabelle T utt le, Hou da Zghal Elloumi and C haof an Zhang ar e em ploy ees of G eneD x and D es ir ee DeM ill e w o rk s f or ARUP Labor a t o rie s . Jame s R. L up ski ha s st oc k owner s hip in 23and Me and is a paid c onsult an t f or G enom e In ter na t ional. C la u dia M.B. Car v alho p r ov ide s c on s ult ing ser vi c e f or Ionis P harma ceutic als . The ot her author s ha v e no c ompeting in ter est s t o d eclar e. Authors contributions SB , JC, N V , B Y en g ineer ed and phenot y ped anim a l and cell mod els. GA, F S and CI analy zed tr an script o mes pr ofiles . NG 3D-mod el ed mis sense v ar i an t s . A B , FS, L T , S S, R A J , J -U S, D D , PB- T , GR N, KN W , L D , MM, C G , LEL M V , R P , R K , HY , GÅM H, CJ , M F S, K MB , M JL , C MB C, C Z, JR L , LP , LF- G, RM- T , F P , A T , HZE, LM, MK, OK, JH , M S , MI, F O , FZ , K W , AM , M KH, PP and HA c ol le c t ed cli n i c al inf or m a tio n . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint and g enom i c D NAs , s equen c ed and analy zed e x ome s and/ or g enomes . AR and SB c on ceiv ed the st udy and wr ot e th e m anus cript . All o ther author s c omment ed o n the man us cript. Acknowledgmen ts and Fundings W e thank J a c qu es B e c kmann for comments. Th is wor k wa s s upp orted b y grant s from the Sw i s s N at ional Sc ien ce Foundation (31003A_182632 and I ZST Z0_21 6615 t o AR), t he Leje u ne Foundati on (#1838-201 9A to AR) , t h e Blac ks wan Foun dation (t o A R ), a P RIN 20 20 gr an t f r om the It al ia n Minis try of U niv er sities and R e s ear ch (20203P 8C3 X t o AB ), and the US National Institu tes o f Health (NS1 05078 and H G01175 8 t o J RL ) . This s t ud y m akes us e of data gene rat e d by the D ECI PHER community. Fund i n g f or the D EC IPH ER project was p rovided by the Well co me Tr us t [grant number W T2 237 1 8/Z/21 / Z]. The fu nders had no ro l e in stu dy des i gn, data collection and analy si s , de cis ion to publish, or pr eparat ion o f the man us cript. . 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G en e expr ession acr os s mamm a lian or g a n deve lopm ent. Nature 571, 50 5-509 (2019 ). 55. Moor e, J .M. et a l . L af 4/ Af f 3, a gen e i n volv ed in int ell ectual disability , i s r e quir ed f or cellula r migr a tion in t he mouse cer ebr al cor tex. PLoS One 9 , e10 5933 (20 14). 56. K r aft , K . e t a l . D eletions , In v er si o n s , Duplic a tions: Engineering of Str uctur al V ar ian ts usi n g CRISPR/ Ca s in M ic e. Cell R ep 10, 8 33-839 (2015 ). 57. Birling , M . C. e t a l . A r es o ur ce of t ar g et ed m ut ant mouse lines f or 5,0 61 g enes . Nat G enet 53, 416-41 9 (2021 ). 58. den H oed, J . e t a l . M ut a tion - s peci fic pa thoph y siological m e c hanism s de fine di f f er e nt neur od evelop m ent al disor der s assoc i a t ed with SA TB1 dy s function. A m J H u m G e n e t 108, 346-356 (20 21). 59. O' D onnell-Luria, A. H . e t a l . H et e r o zy gous V arian t s in KM T 2E Cau se a Spectrum of N eu r odev elopment al D i sor der s and Ep i leps y . A m J Hum G enet 104 , 1210- 1 222 (2019). 60. Haijes, H .A. e t a l . De N ov o Het er o zy gou s POLR2A V arian ts C a u s e a Neur odev elopm en t a l S yndr ome with Pr of ound Inf a n t ile-O ns et H ypot onia. Am J H um Genet 105 , 283-301 ( 2019). 61. P aul, M . S . e t a l . Rar e EIF4A2 v a r ian t s ar e as soc ia t ed with a neur odev el o pmen t a l dis o r der char a ct erized by in t ellectual d isabilit y , h ypot onia, and epi leps y . A m J H u m G e n e t 110 , 548 (2023). . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint Caption Figure 1. AFF3 va r i a nts . (A) Schema tic pr ot ei n s tru c t ur e of AFF3 ( N M _0022 85.3) wi t h it s N-t er m inal h om ology domai n (NHD , c y an) , t he AF4-LAF4-FM R2 (A L F , pink) dom a in 2,3,5 c on t a ining the degr on mot if , a Serine-r i ch tr an s a ctiv a tion do main (T A D , y el low) 6 , a bipart i t e nuc lear / nucleolar loc a l iza tion s eq uenc e (NL S , gr een), a n d the C-t erm ina l homol ogy dom ai n (CH D , blue) 4 showing po si t ioning of all AF F 3 c o di ng v arian ts mention ed in th e t e x t. M is s ense and tr unc at ing v ariants ar e shown abo ve, while e xten t s of m icr odeletions and m icr od uplica t ion s ar e dep i ct ed below the str uctu r e with con tinuous and das h ed lines, r e s pectiv ely . The v arian ts ar e c olor coded: lo ss-of- function (trunc a tion and deletion) in r ed, bial lelic mis sense out s ide the degr on in blue and KIN SSH IP-a ssoci at ed missen s e var ia n t s , deletion and dup lica t i on in pur p le. The de novo missen s e iden t if ied in in dividuals M1 and M2 ar e s h own in gr een. While t he p.(A r g947Pr o ) sho wn in black w a s sh own t o seg r e g at e with i sola t e d s ynda ctyl y 49 ., we ha v e als o ident if ied it in indi viduals with n o d i git a b norm alities. (B) UCSC g enom e br ow ser sna p s ho t of th e C hr2 99.5 t o 101.4 Mb r egion showin g the g enes mapping t o t his in terv a l. The e xt en t o f th e d uplica ti o n identif i ed in the D U P1 ind i vidual t ha t enc o mpas s es e x on 10 t o e x on 24 of AFF3 and e x on 1 t o 3 of REV 1 is indica t ed by the blac k b a r and t he ligh t b l u e s h a d ow . (C) Ex a m ples of pedigr ees of t r ansmit ting af f ect ed f ami lies. Figure 2. aff3 knock ed-down zebr afish larvae display alter ed behavior and morphological anomalies. The c ondit ions analyzed ar e t he f ol l owing: U n t r ea ted (Un), M ock-injec t ed ( M), and af f 3 Kn oc k - Down (KD ). (A) Pr opor tions of normal and developm e n t al ly de f ective 5 dp f emb ry os. In 10% of aff3 KD zebr afish we iden t ifi ed sever al mor p hologic al ano m a lies such as : head malf ormat ions , belly and hear t ed e m a, sk elet o n-mu s c u l ar dy smorpho l o gi es, and alt er a ti on of ey e pig m ent ation . (B) A lc ian-b l ue s t aining a t 5 dp f r evealed jaw malf ormat ion in 57% of aff3 KD zebr afish . (C) Visuali za tion of m o rphologic al Int er- O cula r D ist ance (IO D ) an d Head W idt h (H W ) m easur emen t s fr om dor sov en tr al zebr afis h imag e. Quan tific ation o f IOD (D ) and H W (E) indic a t es a si gnifica t iv e decr ease i n I O D and HW in aff3 K D la r v ae; p *<0.04; p ** < 0.004 9. (F) T ou ch t est r espons e as s ay a t 3 dp f . Upon a t ouch s timulus, w e cl a s s if i ed the lar v ae sw imm ing beha v ior i n: «nor mal s wimming», «pause», «looping swi m ming», «pin wheel swi m ming» or « motionl ess » d ue t o m a lf ormation s . (G ) S wi m ming gl o bal v e locity analysi s a t 5dp f in the dar k of U n, M , and af f 3 K D and aff3 KD c o-inject e d with hu man AFF3 ( hAFF3 ) mRNA w il d- type (Wt) or h a rbor i n g the ind i c ated mis sen se v arian t, i.e . . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint the KINS SHIP v arian ts Ala233Thr and V al235G l y or t he biall e lic v ariants iden tif ied in t his r e p or t in a health y (Gln1 79 G lu) o r af f ect ed in dividuals (L y s52 8Ar g and Thr 592Ser ); p **<0.0025; p ** ** < 0.0001. (H) P r opor tions of nor mal an d d e v elopmen t al ly de f ective 5 dp f e mbry os uninject ed ( U n), inject ed with w at er as c on tr ol ( H 2 0) or with 360ng of h AFF3 m R N A W t o r t h e i n d i c a t e d m i s s e n s e v arian t. Lar v ae w ere c a t alog ed as de s c r ibed: (i) normal ph eno t ype, ( i i) Class 1 with sk elet om us cular dy s mo rphology an d /or small dimension, (iii) Clas s 2 with a mor e s ev ere phenot y p e including a t least thr ee of the f ollowing char act eris tics : s k elet o muscular dy s m orphology , small dimensions, h ead malf or m at i ons, ey e s ’ alt er a tion, peric ar dial edema, an d la t er al b el ly edema or (iv ) dead. Inje ctions o f 180ng and 720n g of h AF F 3 mRNA show ed s imila r r esults. Figure 3. T ranscriptome profiles of engineered isog enic HEK293T cells (A) F our -w a y V enn diagr am of diff eren t i al ly e x pr es sed gen es (DE G s ) in bial lel ic l o s s-of function (LoF / LoF) AFF3 lines and biallelic dominan t n ega t i v e (D N /D N) AFF3 KI NSSHI P lines upon c omparison with unmu t at ed wildtype lines . D E G s c oun ts ar e st r a tifi ed in g e nes up- (UP) and down- r egula t ed ( DO WN). (B) V olc ano Plot s of DE Gs i n bial lelic loss -o f function ( LoF /LoF) AFF3 lines (le f t panel) and biallel ic do minan t neg a tive (DN/D N) AFF 3 KI NSSH IP l ines (r ig h t panel) upon c ompar is on with unm uta ted wild type lines. The t op 30 mos t significan t DE Gs in L oF /L oF t ha t ar e dy sr egula t e d in an oppo s it e manner in DN/D N ar e ind ic a t ed, t og ether w i t h some of the mos t d iff eren tiall y e xpr ess ed g enes (-log10( P adj)>20 a nd ab s(log2F oldChang e) > 0 .5 ). (C) G ene S et Enrichmen t Analy s is ( GSEA ) f or h al lmar k pa thw a ys of D E Gs in biall elic loss -o f function ( LoF /L oF) AF F 3 l i n e s ( l e ft panel) and biallel ic do minan t neg a tive (DN/D N) AFF 3 KI NSSH IP l ines (r i gh t panel) upon c ompar is on with unmut at ed wild type lines . (D ) F our -w a y V enn diag r am of di f f e r e n tial ly e x pr es sed g enes (D EG s) in bial lel ic loss-of function (L oF /LoF) AFF3 lines and biallelic dom inan t neg a ti v e (D N/ D N ) AFF3 K INSSHI P lines upon co mparis on with unmut at ed w ild t ype lines and AFF3 Ch IP- s eq peak s iden t ified in HEK293T cell s (HEK29 3T ) and in Mus mu sculus E S cells (mmE S). D E G s bound b y A FF 3 dis cu s s ed in t he t e xt ar e i n dica t e d . (E) E x a m p l e s o f D E G s NR C31 (t op) and D D X17 (bot t om) l oc i bound by AF F3. UCS C g eno me br o w ser s nap shot s ho w ing fr om t o t op to bo t t o m AFF3 ChI P -s eq HEK293 T r e sults, U CS C and REF Seq c u r a t ed gen e s truct ur e and v er t ebr at e Ph yloP c on ser v a tio n s c or es (le ft panels ). Expr ess ion level of N R C31 (t op) and DD X17 (b ott om) in +/ + (blue), L oF /L o F (y ellow) and DN/ D N ( g r een) HEK2 93T engineer ed li nes (r igh t panels ) . . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint Supplementary Figures Supplementary Figure S1. 3D protein modelling of the human AFF3 degron region bound to SIAH ubiquitin ligase. The A FF 3 degr on ch ain is shown a s a whit e stick st ructur e, wi t h r esidues mut a t e d in KINSSH IP af f ec t ed indiv idu a ls highligh t ed in whit e s p a ce-f i ll, fr om top t o b o t tom : Met238, V al235, Ala233, and Pr o231. The SIA H ubiquit in lig as e is pr e sen t ed as an or ang e ribb on embedd e d in its gr een tr anspar en t surf ace. Am i no acids in t er acting with the degr on r esidues si d ec hain s ar e cl u st er ed in t wo s pa t i al r egions al o n g bet a s tr ands and r epr esen t ed spa c e-fi lled as f ollow: Ser15 4 y ell o w , Thr15 6 b ur gund y Leu15 8 salmon and A s p177 r ed, V al179 blue, Met180 c y an. Supplementary Figure S2. Immuno staining of hindbrain neurons and motoneur ons in 3dpf zebr afish. M a x im um pr ojections of c onf oc al imag es r eg ar ding hindbr ain neur onal st ructur es (A) and mot o neu r ons (B) in 3dpf Mock-inject ed (Mock) and aff 3 KD lar v ae. Supplementary Figure S3. AFF3 e xpression levels in engineer ed isogenic HEK293T cells. D o t b l o t o f t h e V S T - n o r m a l i ze d ( r - l o g ) c o u n t s o f t h e AF F 3 g ene acr o ss all HEK293T en gineer ed s am ples . W e engineer ed fiv e biall el ic LoF H EK2 93T lines (LoF /Lo F) with dif f er ent co mbina t ions of v arian ts (lines No.2 0 and 9 8: st op - g ain/ s t op-g ain; No.15: s t op-g ain/20 bp deletion; No.4: 4bp deletion/114bp deletion; N o.216: 94 b p deletion/94bp delet ion), o ne hete r o zy gous LoF st op-g ain/ + line (No.1), tw o homo zy gou s Ala233Thr/ Ala233Thr K I NS SH IP /KI NS S H IP l i nes ( N o.54 and 90) and tw o com pound he t er o zy gous KI NSSH IP a n d LoF lines ( N o.51 and 86: A la233Thr / st o p-g ai n ). The v arian t no mencla tur e of the engineer ed var ia n ts is s pecified in the m a t er ial s and m ethods s e ction. Supplementary Figure S4. Examples of DE Gs loci bound by AFF3 U C SC gen ome br ow ser sna p s ho t of th e CDK5R AP2 , C N N M 2, C T NNA3 and D Y N C2I 2 loci a bound b y AFF3 showing fr om t o top t o bo t t om AFF3 ChI P-seq H E K293 T r esult s, U CSC and REF Seq cur a t e d g ene s tr uc t ur e and ver t ebr at e Ph yloP c on s erva t ion sc or es (le ft panels). Expr es s ion level of th e c orr esponding D E Gs in +/+ (blue ), L o F /L oF ( yellow) a n d DN/ D N (gr een) H EK293 T engineer ed lines (righ t panels ). . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint Supplementary Figure S5. Gene Set E nrichmen t A nalysis G en e Set Enri chmen t An a ly sis (G SE A) f or hallmark pa thw a y s of DE Gs (A) in biallel i c los s - of function (LoF / LoF) AFF3 lines (le f t panel) and het er o zy got e loss-of fu nc t ion (Lof/+) AFF3 l i n e s ( r i g h t p a n e l ) upon co mparison with unmu t a t ed w ildt ype lines; (B) in biallel ic l o ss-of function (LoF / LoF) A FF3 lines (le f t panel ) and f ibr ob l as ts of pr ob a n ds (f i b r oblast s ; r igh t panel ) upon c ompar i son with unmut at ed wild type lines and fibr obl ast s of co n tr ols, r espe ctiv ely ; and (C) in het er o zy gous lo ss-of function (L o F /+) AF F 3 l ines (lef t pane l) an d fib r ob l as ts of pr obands (f i b r ob las ts ; righ t panel) upo n c omparison with unmut at ed wild type lines and fibr oblast s of c on t r o ls, r es p ectiv ely . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint Figures Figure 1 . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint Figure 2 Inter-Ocular Distance Head Width . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint Figure 3 1 mm . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint Supplementary Figures Figure S1 . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint Figure S2 A B Figure S3 . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint 7.5 8.0 8.5 9.0 9.5 Wt1 Wt2 Wt4 1 4 15 20 98 216 54 90 51 86 Clones VST−normalized counts +/+ DN/DN DN/LoF LoF/+ LoF/LoF AFF3 . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint Figure S4 . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint Figure S5 . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted January 17, 2024. ; https://doi.org/10.1101/2024.01.14.24301100doi: medRxiv preprint

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